{"id":137,"date":"2018-05-18T11:40:35","date_gmt":"2018-05-18T15:40:35","guid":{"rendered":"https:\/\/carleton.ca\/rads\/?page_id=137"},"modified":"2026-03-16T14:53:25","modified_gmt":"2026-03-16T18:53:25","slug":"publications","status":"publish","type":"page","link":"https:\/\/carleton.ca\/rads\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n
\n
\n\n
\n
\n
\n

\n Publications\n <\/h1>\n \n \n <\/header>\n\n <\/div>\n\n <\/div>\n\n <\/div>\n<\/section>\n\n\n\n

2022-2023<\/h2>\n\n\n\n

Journal Publications<\/h3>\n\n\n\n
    \n
  1. B. Singh, R. Kaur, C.M. Woodside, J.W. Chinneck (2023), \u201cLow\u2010Power Multi\u2010Cloud Deployment of Large Distributed Service Applications with Response\u2010time Constraints\u201d, Journal of Cloud Computing, vol. 12, no. 1, pp. 1\u201017. https:\/\/doi.org\/10.1186\/s13677\u2010022\u201000363\u2010w<\/li>\n\n\n\n
  2. J\u2010D. Medjo Me Biomo, T. Kunz, T., M. St\u2010Hilaire, \u201cA Novel Routing Protocol for Reducing Packet Delay with Multi\u2010Beam Antennas\u201d, Computer Networks (Elsevier), vol., 220, no.109479, pp. 1\u201014, January 2023.<\/li>\n\n\n\n
  3. D. Zhang, W. Shi, M. St\u2010Hilaire, and R. Yang, \u201cMulti\u2010Access Edge Integrated Networking for Internet of Vehicles: A Blockchain\u2010Based Deep Compressed Cooperative Learning Approach\u201d, IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 21593\u201021607, November 2022.<\/li>\n\n\n\n
  4. A. Abada, M. St\u2010Hilaire, and W. Shi, \u201cRebate Auction Mechanisms for Bidirectional Grid Balancing Using Cloud Workload Migrations\u201d, IEEE Access, vol. 10, pp. 78910\u201078927, July 2022.<\/li>\n\n\n\n
  5. M. Abuibaid, A. Ghorab, M. St\u2010Hilaire, B.A. Varga, J. Farkas, I. Moldovan, and M. Mate, \u201cCloudification of Time\u2010Sensitive Networking Reliability Functions: Challenges and Potential Solution Directions\u201d, IEEE Communications Standards Magazine, vol. 6, no. 4, pp. 30\u201037, 2022.<\/li>\n\n\n\n
  6. M. Abuibaid, A. Ghorab, A. Seguin-McPeake, O. Yuen, T. Yungblut and M. St\u2010Hilaire, \u201cEdge Workloads Monitoring and Failover: A StarlingX\u2010based Testbed Implementation and Measurement Study\u201d, IEEE Access, vol. 10, pp. 97101\u201097116, September 2022.<\/li>\n\n\n\n
  7. A. Le Clair, J. Jaskolka, W. MacCaull, and R. Khedri. \u201cArchitecture for ontology\u2010 supported multi\u2010context reasoning systems\u201d Data & Knowledge Engineering, 140:102044, July 2022.<\/li>\n\n\n\n
  8. J. Jaskolka, B. Hamid, and S. Kokaly, \u201cSoftware design trends supporting multi\u2010concern assurance\u201d, IEEE Software, 39(4):22\u201326, July\/August 2022.<\/li>\n\n\n\n
  9. Z. Zhang, C-H. Lung, X. Wei, M. Chen, S. Chatterjee, and Z. Zhang, \u201cIn\u2010network Caching for ICN\u2010based IoT (ICN\u2010IoT): A Comprehensive Survey\u201d, accepted to IEEE Internet of Things Journal, May 2023.<\/li>\n\n\n\n
  10. Z. Zhang, X. Wei, C\u2010H. Lung, Y. Zhao, \u201ciCache: An Intelligent Caching Scheme for Dynamic Network Environments in ICN\u2010based IoT Networks\u201d, IEEE Internet of Things Journal, vol. 10, no. 2, Jan 2023.<\/li>\n\n\n\n
  11. Y. Azimi, S. Yousefi, H. Kalbkhani, and T. Kunz, \u201cApplications of Machine Learning in Resource Management for RAN\u2010Slicing in 5G and Beyond Networks: A Survey\u201d IEEE Access, Vol. 10, pages, 106581\u2010106612, October 2022.<\/li>\n\n\n\n
  12. F. Islam, D.C. Petriu, M. Woodside, \u201cFocused Layered Performance Modelling by Aggregation\u201d, published in ACM Transactions on Modeling and Performance Evaluation of Computing Systems (TOMPECS), Vol 7, Issue 2\u20104, Article No: 7, pp 1\u201023, November 2022,.<\/li>\n\n\n\n
  13. S. Bernardi, J. Merseguer, D.C. Petriu, \u201cDependability Modeling of Software Systems with UML and DAM: A Guide for Real\u2010Time Practitioners\u201d. Software 2022, 1, 1\u201318.<\/li>\n<\/ol>\n\n\n\n

    Conference Publications<\/h3>\n\n\n\n
      \n
    1. B. Wubete, T. Triplet, D. Cote, B. Esfandiari, T. Kunz, \u201cImportance of Optical Metrics for IGP Configuration Change Prediction\u201d, to appear in Proceedings of IEEE International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS2023), June 19\u201022, 2023, Valencia, Spain.<\/li>\n\n\n\n
    2. M. Vezina, B. Esfandiari, F. Schwarzentruber and S. Morley, \u201cQualitative Uncertainty Reasoning in AgentSpeak\u201d, to appear in Proceedings of 20th European Conference on Multi\u2010Agent Systems (EUMAS 2023), September 14\u201015, 2023, Naples, Italy.<\/li>\n\n\n\n
    3. M. Vezina, B. Esfandiari, F. Schwarzentruber and S. Morley, \u201cReasoning about Uncertainty in AgentSpeak using Dynamic Epistemic Logic\u201d, extended abstract, to appear in Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS\u201923)<\/li>\n\n\n\n
    4. P. Gavigan, B. Esfandiari, \u201cQuantifying the Relationship Between Software Design Principles and Performance in Jason: a Case Study with Simulated Mobile Robots\u201d, to appear in Annals of Mathematics and Artificial Intelligence, Springer, 2023.<\/li>\n\n\n\n
    5. R. Mohamed, I. Lambadaris, A. Leivadeas, J.W. Chinneck, T. Morris, and P. Djukic (2023), \u201cAutomatic Feasibility Restoration for 5G Cloud Gaming\u201d, IEEE International Conference on Communications (ICC): Communication Software and Multimedia Symposium, 28 May ??? 01 June, Rome, Italy.<\/li>\n\n\n\n
    6. G. Yee. Improving the Derivation of Sound Security Metrics. In 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), pages 1804\u20101809, 2022.<\/li>\n\n\n\n
    7. G. Yee. A Design Approach for Minimizing Data Theft. In 2022 International Conference on Computational Science and Computational Intelligence (CSCI), pages 984\u2013990, 2022<\/li>\n\n\n\n
    8. Q. Rouland, B. Hamid, J-P. Bodeveix, and J. Jaskolka, \u201cFormalizing the relationship between security policies and objectives in software architectures\u201d In Proceedings of the 2023 IEEE 20th International Conference on Software Architecture Companion, ICSA\u2010C 2023, pages 151\u2013158, L\u2019Aquila, Italy, 2023.<\/li>\n\n\n\n
    9. S. Alwidian and J. Jaskolka \u201cUnderstanding the role of human\u2010related factors in security requirements elicitation\u201d, In Alessio Ferrari and Birgit Penzenstadler, editors, Proceedings of the 29th International Working Conference on Requirements Engineering: Foundation for Software Quality, REFSQ 2023, volume 13975 of Lecture Notes in Computer Science, pages 65\u201074, Barcelona, Spain, 2023.<\/li>\n\n\n\n
    10. A. Jawad and J. Jaskolka \u201cDefense models for data recovery in industrial control systems\u201d, In Guy\u2010Vincent Jourdan, Laurent Mounier, Carlisle Adams, Florence S\u00e8des, and Joaquin Garcia\u2010Alfaro, editors, Proceedings of the 15th International Symposium on Foundations & Practice of Security, FPS 2022, volume 13877 of Lecture Notes in Computer Science, pages 198\u2010216, Ottawa, ON, Canada, 2023.<\/li>\n\n\n\n
    11. X. Zhang and J. Jaskolka. \u201cConceptualizing the secure machine learning operations (SecMLOps) paradigm\u201d, In Proceedings of the 22nd IEEE International Conference on Software Quality, Reliability, and Security, QRS 2022, pages 127\u2010138, 2022.<\/li>\n\n\n\n
    12. M. Zeroual, B. Hamid, M. Adedjouma, and J. Jaskolka, \u201cTowards logical specification of adversarial examples in machine learning\u201d, In Proceedings of the 2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2022, pages 1575\u20101580, 2022.<\/li>\n\n\n\n
    13. J. Jaskolka and B. Hamid, \u201cTowards the integration of human factors in collaborative decision making for secure architecture design\u201d , In Proceedings of the 37th IEEE\/ACM International Conference on Automated Software Engineering, ASE 2022, pages 1\u20108, Rochester, MI, USA, 2022.<\/li>\n\n\n\n
    14. J. Mendoza, J. Mycroft, L. Milbury, N. Kahani, and J. Jaskolka, \u201cOn the effectiveness of data balancing techniques in the context of ML\u2010based test case prioritization\u201d. In Proceedings of the 18th International Conference on Predictive Models and Data Analytics in Software Engineering, PROMISE 2022, pages 72\u201081, Singapore, 2022.<\/li>\n\n\n\n
    15. X. Zhang and J. Jaskolka, \u201cSecurity patterns for machine learning: The data\u2010oriented stages\u201d, In Proceedings of the 27th European Conference on Pattern Languages of Programs, EuroPLoP 2022, pages 1\u201012, 2022.<\/li>\n\n\n\n
    16. S. Kuri, T. Islam, J. Jaskolka, and M. Ibnkahla, \u201cA threat model and security recommendations for IoT sensors in connected vehicle networks\u201d, In Proceedings of the 2022 IEEE 95th Vehicular Technology Conference, VTC\u2010Spring 2022, pages 1\u20105, Helsinki, Finland, 2022.<\/li>\n\n\n\n
    17. A. Jawad, L. Newton, A. Matrawy, and J. Jaskolka, \u201cA formal analysis of the efficacy of rebooting as a countermeasure against IoT botnets. In Proceedings of the 2022 IEEE International Conference on Communications, IEEE ICC 2022, pages 2206\u20102211, Seoul, South Korea, 2022.<\/li>\n\n\n\n
    18. A. Mutakabbir, C-H. Lung, S. Ajila, M. Zaman, K. Naik, R. Purcell and S. Sampalli, \u201cSpatio\u2010Temporal Agnostic Deep Learning Modeling of Forest Fire Prediction Using Weather Data\u201d, Proc. of IEEE International Conference on Computers, Software & Applications (COMPSAC), June, 2023.<\/li>\n\n\n\n
    19. Y. Wei, R. Paredes Cabrera, C-H. Lung, and S. Ajila, \u201cPre\u2010connect Handover Management for 5G Networks\u201d, Proc. of IEEE Future Networks World Forum (FNWF), Oct. 2022.<\/li>\n\n\n\n
    20. C. Sai Chebrolu, C-H. Lung, and S. Ajila, \u201cDynamic Packet Filtering Using Machine Learning\u201d, Proc. of IEEE 23rd International Conference on Information Reuse and Integration for Data Science, Aug 2022.<\/li>\n\n\n\n
    21. A. Mutakabbir, C-H. Lung, and A. Ajila, \u201cAnalysis of Airfare during Pandemic: A Multi\u2010Agent Based Modeling Approach\u201d, Proc. of IEEE Workshop on Big Data Workshop Applications of Big Data Technology in the Transport Industry, in cooperation with IEEE International Conference on Big Data (IEEE BigData), pp. 3821\u20133830, Dec. 2022.<\/li>\n\n\n\n
    22. S.T. Sukumar, C-H. Lung, and M. Zaman, \u201cKnowledge Graph Generation for Unstructured Data Using Data Processing Pipeline\u201d, Proc. of IEEE Annual Computer Software and Applications (COMPSAC), June 2023.<\/li>\n\n\n\n
    23. R. Narendra Babu, C-H. Lung, and M. Zaman, \u201cPerformance Evaluation of Transformer\u2010 based NLP Models on Fake News Detection Datasets\u201d, Proc. of IEEE Annual Computer Software and Applications (COMPSAC), June 2023.<\/li>\n\n\n\n
    24. S. Pham, K. Oliveira, C-H. Lung, \u201cWebAssembly Modules as an Alternative to Docker Containers in IoT Application Development\u201d, Proc. of the 3rd IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB), April 2023. Accepted one of the Best Paper Awards.<\/li>\n\n\n\n
    25. C. Figueroa, T. Knowles, V. Kukreja, and C-H. Lung, \u201cIoT Management with Container Orchestration\u201d, Proc. of the 3rd IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB), April 2023.<\/li>\n\n\n\n
    26. Z. Wang, A. Bittar, C. Huang, C-H. Lung, and G. Shami, \u201cA Web\u2010based Orchestrator for Dynamic Service Function Chaining Development with Kubernetes\u201d, Proc. of the 8th IEEE International Conference on Network Softwarization (NetSoft 2022), July 2022.<\/li>\n\n\n\n
    27. Chung\u2010Horng Lung and Hesham Elbakoury, \u201cExploiting Segment Routing and SDN Features for Green Traffic Engineering\u201d, Proc. of the 1st International Workshop on Network Energy Efficiency in the Softwarization Era, in collaboration with the 8th IEEE International Conference on Network Softwarization (NetSoft 2022), July 2022.<\/li>\n\n\n\n
    28. A. Mutakabbir, C-H. Lung, S. Ajila, M. Zaman, K. Naik, R. Purcell, S. Sampalli, \u201cForest Fire Prediction using Multi\u2010Source Deep Learning\u201d, EAI BDTA 2023 \u2010 13th EAI International Conference on Big Data Technologies and Applications, August 23\u201024, 2023, Edinburgh, Great Britain.<\/li>\n\n\n\n
    29. S. Ajila, \u201cHave the Factors Affecting Software New Product Development (S\u2010NPD) Changed in the Age of Mobile Apps and Agile Methods?\u201d, In PICMET \u201923 \u2010 Managing Technology, Engineering and Manufacturing for a Sustainable World, Monterrey Mexico, July 23 \u2013 27, 2023.<\/li>\n\n\n\n
    30. Y. Wei, C-H. Lung, S. Ajila, and R. Paredes Cabrera, \u201cDeep Q\u2010Networks Assisted Pre\u2010connect Handover Management for 5G Networks\u201d, IEEE Vehicular Technology Conference (VTC2023\u2010Spring), Florence, Italy June 20 \u2010 23, 2023<\/li>\n\n\n\n
    31. M. Fan, O. Imran, A. Singh, and S. Ajila, \u201cUsing CNN\u2010LSTM Model for Weather Forecasting, 2022 IEEE International Conference on Big Data (Big Data), December 17\u201020, 2022, Osaka, Japan, pp 4110 \u2013 4115.<\/li>\n\n\n\n
    32. A. Dybka, D. Kocjan, and S. Ajila, \u201cA Semi supervised Approach to Predicting a Twitch Streamer Growth based on the Game Streamed\u201d, 2022 IEEE International Conference on Big Data (Big Data), December 17\u201020, 2022, Osaka, Japan, pp 4100 \u2013 4109.<\/li>\n\n\n\n
    33. S. Ajila, \u201cMultilayer Meta\u2010Learning Approach to Forecasting Air Pollutants\u201d, Proceeding of IEEE Conference on Information Reuse and Integration for Data Science\u201d, (IEEE\u2010IRI\u201020220, August 9 \u2013 11, 2022, pp 69 \u2013 74.<\/li>\n\n\n\n
    34. F. Blanc, A. Syed, A. Mohammadi Esfahani, S. Reddy Venna, and S. Ajila, \u201cA Deep Learning Sequential\u2010based Model for Predicting Victories in Video Games\u201d, Proceeding of IEEE Conference on Information Reuse and Integration for Data Science, (IEEE\u2010IRI\u20102022), August 9 \u2013 11, 2022, pp 212 \u2013 213.<\/li>\n\n\n\n
    35. L. Li, J\u2010P. El Rami, A. Taylor, J. Hailing Rao, and T. Kunz, \u201cEnabling a Network AI Gym for Autonomous Cyber Agents\u201d, Proceedings of the 2022 International Conference on Computational Science and Computational Intelligence, Las Vegas, USA, December 2022.<\/li>\n\n\n\n
    36. T. Kunz, C. Fisher, J. La Novara\u2010Gsell, C. Nguyen, and L. Li, \u201cA Multiagent CyberBattleSim for RL Cyber Operation Agents\u201d, Proceedings of the 2022 International Conference on Computational Science and Computational Intelligence, Las Vegas, USA, December 2022.<\/li>\n\n\n\n
    37. L. Li, J\u2010P. El Rami, A. Taylor, J. Hailing Rao, and T. Kunz, \u201cUnified Emulation\u2010Simulation Training Environment for Autonomous Cyber Agents\u201d, Proceedings of the 5th International Conference on Machine Learning for Networking (MLN\u20192022), Paris, France, November 2022.<\/li>\n\n\n\n
    38. K. Nguyen, W. Shi, and M. St\u2010Hilaire, \u201cA Dynamic Vehicle\u2010Ranking Approach for Online Virtual Network Embedding in Internet of Vehicles\u201d, International Telecommunication Networks and Applications Conference (ITNAC 2022), Wellington, New Zealand, Nov 30 \u2010 Dec 2, 2022.<\/li>\n\n\n\n
    39. K. Nguyen, W. Shi, and M. St\u2010Hilaire, \u201cCost\u2010aware Node Ranking Algorithm for Embedding Virtual Networks in Internet of Vehicles\u201d, 4th EAI International Conference on Artificial Intelligence for Communications and Networks (AICON 2022), Hiroshima, Japan, Nov 30 \u2010 Dec 1, 2022.<\/li>\n\n\n\n
    40. B. Fatemipour, W. Shi, and M. St\u2010Hilaire, \u201cA Cost\u2010Effective and Multi\u2010Source\u2010Aware Replica Migration Approach for Geo\u2010Distributed Data Centers\u201d, IEEE Cloud Summit, Fairfax, Virginia, USA, October 2022.<\/li>\n\n\n\n
    41. S. Al Shamaa, N. Harrabida, W. Shi, and M. St\u2010Hilaire, \u201cEnergy\u2010Efficient Massive MIMO Design: Optimal Number of Antennas Ensuring Guaranteed Bit Rate\u201d, IEEE Cloud Summit, Fairfax, Virginia, USA, October 2022.<\/li>\n\n\n\n
    42. D. Zhang, W. Shi, and M. St\u2010Hilaire, and R. Yang,\u201dA Blockchain\u2010Based Distributed Pruning Deep Compression Approach for Cooperative Positioning in Internet of Vehicles\u201d, International Wireless Communications and Mobile Computing Conference (IWCMC 2022), Dubrovnik, Croatia, May\u2010June 2022.<\/li>\n\n\n\n
    43. J. Contreras, S. Majumdar, \u201cEnhancing the Performance of Inter\u2010Cloud Data Transfers\u201d, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Marrakech, Morocco, August 2023.<\/li>\n\n\n\n
    44. A. Syed, S. Majumdar, \u201cTechniques for Moment Retrievals and Filtering from Large Volumes of Multimodal Data\u201d, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Marrakech, Morocco, August 2023.<\/li>\n\n\n\n
    45. A, Syed, S. Majumdar, \u201cTechniques for Achieving High Performance in Deep Learning Based Systems for Selective Filtering of Live Video Streams\u201d, Proc. The 28th Int\u2019l Conf on Parallel and Distributed Processing Techniques and Applications (PDPTA), Las Vegas, USA, August 2023.<\/li>\n\n\n\n
    46. A. Syed, S. Majumdar, \u201cParallel Processing Techniques for Analyzing Large Video Files: a Deep Learning Based Approach\u201d, Proc. IEEE 12th International Conference on Big Data and Cloud Computing (BDCloud), Melbourne, Australia, December 2022.<\/li>\n\n\n\n
    47. M. Vrbaski, M. Bolic, S. Majumdar,\u201cMulti\u2010objective Optimization for Cloud Provisioning: a Case Study in Large\u2010 scale Microservice Notification Applications\u201d, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Rome, Italy, August 2022.<\/li>\n\n\n\n
    48. M. Vrbaski, M. Bolic, S. Majumdar, \u201cSCN\u2010DRL: Scheduler for Large\u2010scale Critical Notification Applications based on Deep Reinforcement Learning\u201d, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Rome, Italy, August 2022.<\/li>\n\n\n\n
    49. J. Contreras, S. Majumdar, \u201cMethods for Transferring Data from a Compute to a Storage Cloud\u201d, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Rome, Italy, August 2022.<\/li>\n\n\n\n
    50. G. Davidson, S. Majumdar, \u201cSelective Filtering of Large PDF Document Sets: a Performance Oriented Approach\u201d, Proc. The 28th International Conference on Parallel & Distributed Processing Techniques & Applications (PDPTA), Las Vegas, USA, July 2022.<\/li>\n\n\n\n
    51. G. Davidson, S. Majumdar, \u201cBoolean Logical Operator Driven Selective Data Filtering for Large Datasets\u201d, Proc. Annual Modeling and Simulation Conference (ANNSIM 2022), San Diego, USA, July 2022.<\/li>\n<\/ol>\n\n\n\n

      Patents<\/h3>\n\n\n\n
        \n
      1. Y. Wei, R. Paredes Cabrera, and C\u2010H. Lung, \u201cDRL\u2010based 5G Mobility Optimization\u201d.<\/li>\n\n\n\n
      2. B. Wubete, T. Triplet, B. Esfandiari, T. Kunz, D.Cote, \u201cIGP Change Identification Using Gradient Boosted Methods And Importance of Optical Metrics\u201d, United States. Patent Status: Pending, submitted October 2022.<\/li>\n\n\n\n
      3. B. Wubete, C. Barber, B. Esfandiari, T. Kunz, \u201cLeveraging temporal\u2010based datapoints for predicting network events\u201d, filed in 2023.<\/li>\n\n\n\n
      4. B. Wubete, T. Triplet, B. Esfandiari, T. Kunz, D. Cote, \u201cPredicting impending change to Interior Gateway Protocol (IGP) metrics\u201d, filed in 2022, application no. 17\/992,297.<\/li>\n<\/ol>\n\n\n\n

        2021-2022<\/h2>\n\n\n\n

        Journal Publications<\/h3>\n\n\n\n
          \n
        1. P. Gavigan, B. Esfandiari, \u201cAgent in a Box: A Framework for Autonomous Mobile Robots with Beliefs, Desires, and Intentions\u201d, Special Issue \u201cIntelligent Control of Mobile Robotics\u201d of Electronics, MDPI, 2021, 10(17), 2136<\/li>\n\n\n\n
        2. A. Zahmatkesh, C.-H. Lung, and T. Kunz, \u201cController Placement in Software-defined Multihop Wireless Networks: Optimal Solution and GA-based Approximation\u201d, Mobile Networks and Applications, Springer, (Special Issue on selected papers from AdHocNets 2020), March 2022, DOI<\/li>\n\n\n\n
        3. A. Raoof, C.-H. Lung, A. Matrawy, \u201cSecuring RPL using Network Coding: The Chained Secure Mode (CSM)\u201d, IEEE Internet of Things Journal, April 2022, pp. 4888\u20134898<\/li>\n\n\n\n
        4. P. F. I. Casas, J. G. I. Subirana, V. G. I. Carrasco, X. P. I. Palom\u00e9s and G. Wainer, \u201cFormal Modeling and Simulation for SARS-CoV-2 Containment Scenarios in Catalonia,\u201d in Computing in Science & Engineering, vol. 24, no. 3, pp. 86-90, 1 May- June 2022<\/li>\n\n\n\n
        5. R. C\u00e1rdenas, G. Wainer \u201cAsymmetric Cell-DEVS Models with the Cadmium Simulator. Simulation Modelling Practice and Theory (Elsevier). In Press. Accepted: August 2022.<\/li>\n\n\n\n
        6. R. C\u00e1rdenas, K. Henares, P. Arroba, J. L. Risco-Martin, G. Wainer \u201cUsing DEVStone as a metric: defining a Method for evaluating performance of Discrete-Event Simulators\u201d, ACM TOMACS \u2013 Transactions on Modeling and Computer Simulation. Vol. 32, No. 3, Article 21. 21:1-21:20. July 2022.<\/li>\n\n\n\n
        7. V. Rajus, N. Arellano, W. O\u2019Brien, S. Fai, G. Wainer, \u201cMitigating the negative impact of new buildings on existing buildings\u2019 user comfort \u2013 A case study analysis\u201d. SIMULATION: Transactions of the Society for Modeling and Simulation International. Accepted: March 2022.<\/li>\n\n\n\n
        8. B. Mello, G. Wainer. \u201cIntegrating I-DEVS and schedulability methods for analyzing real-time systems constraints\u201d SIMULATION: Transactions of the Society for Modeling and Simulation International. Accepted: March 2022.<\/li>\n\n\n\n
        9. A. Al-Habashna*; G. Wainer; M. Aloqaily, \u201cMachine Learning-based Indoor Localization and Occupancy Estimation using 5G Ultra-Dense Networks\u201d. Simulation, Practice and Experience (Elsevier). Accepted: March 2022.<\/li>\n\n\n\n
        10. K. Al-Zoubi; G. Wainer, \u201cA Spatial Modelling Method for Wireless Sensor Networks\u201d. SIMULATION: Transactions of the Society for Modeling and Simulation International. Accepted: February 2022.<\/li>\n\n\n\n
        11. C. Ruiz-Mart\u00edn*, A. Lopez Paredes, G. Wainer., \u201cExploration of Network Theory to Evaluate Organizational Resilience\u201d. International Journal of Mathematical, Engineering and Management Sciences. Volume 7, pp 28-48; 2022. https:\/\/doi.org\/10.33889\/ijmems.2022.7.1.003<\/li>\n\n\n\n
        12. C. Ruiz-Martin, L. Belloli, G. Wainer , \u201cIntegration and Automation of Modeling of Biological Cell Processes\u201d.. Simulation, Practice and Experience (Elsevier). Accepted: September 2021. 45 pages.<\/li>\n\n\n\n
        13. V. Rajus, J. Boi-Ukeme, R. Jiresal, N. Arellano, P. Nojedehi, G. Wainer, S. Fai, L. O\u2019Brien, \u201cMeasured data reliability for building performance and maintenance\u201d, IEEE Instrumentation & Measurement. vol. 25, no. 1, pp. 55-61, February 2022.<\/li>\n\n\n\n
        14. K. Al-Zoubi, G. Wainer, \u201cMobile Experimentation using Modeling and Simulation in the Fog\/Cloud\u201d, Journal of Simulation. Taylor and Francis. Accepted: July 2021.<\/li>\n\n\n\n
        15. G. Wainer, R. C\u00e1rdenas, K. Henares, C. Ruiz-Mart\u00edn, \u201cModeling and Simulation of Space-Based Pandemic Scenarios Using an Open-Source Platform\u201d, IEEE Computing in Science & Engineering (Volume: 23, Issue: 4, pp. 5-6. July-Aug. 1, 2021).<\/li>\n\n\n\n
        16. A.H.F. Silva, A.S. Magalhaes, J.S. Bulhoes, G.A. Wainer, G.P. Furriel, W.P. Calixto, \u201cParametric Regression Applied for Determination of Electrical Parameters of Synchronous and Induction Generators Operating in Parallel on the Electrical Energy Repowering System\u201d, Energies 2021, 14, 3875.<\/li>\n\n\n\n
        17. W. Vilela, A. Coimbra, G. Wainer J. Neto, J. Cararo, M. Reis, P. Santos, W. Calixto, \u201cAnalysis and Adequacy Methodology for Voltage Violations in Distribution Power Grid\u201d. Energies 2021, 14, 4373. July 2021.<\/li>\n\n\n\n
        18. D. Vicino*, G. Wainer, O. Dalle, \u201cUncertainty on Discrete-Event System Simulation\u201d, ACM TOMACS \u2013 Transactions on Modeling and Computer Simulation. Volume 32, Issue 1. pp 1\u201327. January 2022.<\/li>\n\n\n\n
        19. O. Hesham, G. Wainer, \u201cExplicit Modeling of Personal Space for Improved Local Dynamics in Simulated Crowds\u201d, ACM TOMACS \u2013 Transactions on Modeling and Computer Simulation. Volume 31, Issue 4. pp 1\u201329. October 2021.<\/li>\n\n\n\n
        20. O. Hesham, G. Wainer , \u201cAdvanced Models for Centroidal Particle Dynamics: Short- Range Collision-Avoidance in Dense Crowds\u201d, SIMULATION: Transactions of the Society for Modeling and Simulation International. Vol 97, Issue 8, pp. 529-543. August 2021.<\/li>\n\n\n\n
        21. D. Niyonkuru, G. Wainer, \u201cA DEVS Based Engine for Building Digital Quadruplets\u201d. SIMULATION: Transactions of the Society for Modeling and Simulation International. Volume: 97 issue: 7, page(s): 485-506, July 2021.<\/li>\n\n\n\n
        22. Q. Rouland, B. Hamid, and J. Jaskolka. Specification, detection, and treatment of STRIDE threats for software components: Modeling, formal methods, and tool support. Journal of Systems Architecture, 117:102073,August 2021.<\/li>\n\n\n\n
        23. B. Singh, R. Kaur, M. Woodside, J. W. Chinneck,\u201dLow-Power Multi-Cloud Deployment of Large Distributed Service Applications with Response-time Constraints\u201d. Springer Cloud Computing journal (accepted subject to revisions).<\/li>\n\n\n\n
        24. F. Islam, D. Petriu, M. Woodside ,\u201dFocused Layered Performance Modelling by Aggregation\u201d ACM Transactions on Performance (TOMPECS), June 2022.<\/li>\n\n\n\n
        25. D. C. Petriu, \u201cIntegrating the analysis of multiple non-functional properties in model- driven engineering\u201c, Software and Systems Modeling (Expert Voice) (2021) 20(5): 1777\u2013 1791<\/li>\n\n\n\n
        26. S. Bernardi, J. Merseguer, D.C. Petriu, \u201cDependability Modeling of Software Systems with UML and DAM: A Guide for Real-Time Practitioners\u201d. Software 2022, 1, 1\u201318<\/li>\n\n\n\n
        27. D. Zhang, W. Shi, M. St-Hilaire , and R. Yang, \u201cMulti-Access Edge Integrated Networking for Internet of Vehicles: A Blockchain-Based Deep Compressed Cooperative Learning Approach\u201d, to appear in IEEE Transactions on Intelligent Transportation Systems, 2022.<\/li>\n\n\n\n
        28. A. Abada., M. St-Hilaire, and W. Shi., \u201cRebate Auction Mechanisms for Bidirectional Grid Balancing Using Cloud Workload Migrations\u201d, IEEE Access, vol. 10, pp. 78910- 78927, July 2022.<\/li>\n\n\n\n
        29. A. Abada., M. St-Hilaire, and W. Shi, \u201cAuction-Based Scheduling of Excess Energy Consumption to Enhance Grid Upward Flexibility\u201d, IEEE Access, vol. 10, pp. 5944- 5956, January 2022.<\/li>\n\n\n\n
        30. F. Haidar, D. Zhang, M. St-Hilaire. and C. Makaya., \u201cOn the Planning and Design Problem of Fog Computing Networks\u201d, IEEE Transactions on Cloud Computing (IEEE TCC), vol. 9, no. 2, pp. 724-736, April-June 2021.<\/li>\n\n\n\n
        31. M. Li, W. Shi, F. Zhu, Z. Tian, M. Shafiq, Z. Luo, \u201cLarge-capacity Local Multi-dimensional Information Hiding Method for 6G Networks\u201d IEEE Network (Accepted).<\/li>\n\n\n\n
        32. Q. Tan, X. Wang, W. Shi, J. Tang, Z. Tian, \u201cAn Anonymity Vulnerability in Tor\u201d IEEE\/ACM Transactions on Networking. pp 1-14 (Accepted)..<\/li>\n\n\n\n
        33. W. Croft, J.R. Sack, w. Shi, \u201cDifferentially private facial obfuscation via generative adversarial networks\u201d, Future Generation Computer Systems Volume: 129, pp 358-379. 2022.<\/li>\n\n\n\n
        34. D. Yang, D., Y. Zhou, W. Shi, D. Wu, D., C. Ma, F. Yang, F, W. Wang, \u201cRD-IOD: Two- Level Residual Distillation based Triple Network for Incremental Object Detection\u201d, ACM Transactions on Multimedia Computing, Communications, and Applications. 18(1), pp. 1-23, Jan. 2022.<\/li>\n\n\n\n
        35. R. Ahsan, W. Shi, X. Ma, W. Croft, \u201cGAN-based Oversampling for Anomaly Detection\u201d, IET Cyber-Physical Systems: Theory & Applications. 7(1), pp. 40-50. Mar. 2022.<\/li>\n\n\n\n
        36. R. Ahsan, W. Shi, J.-P. Corriveau, Network Intrusion Detection Using Machine Learning Approaches: Addressing Data Imbalance. IET Cyber-Physical Systems: Theory & Applications. 7(1), pp. 30-39. Mar. 2022.<\/li>\n\n\n\n
        37. W.L. Croft, J.-R. Sack and W. Shi, \u201cDifferential Privacy via a Truncated and Normalized Laplace Mechanism\u201d, Journal of Computer Science and Technology (Springer) Volume: 37(2), pp. 1-20. 2022<\/li>\n\n\n\n
        38. Z. Gu, Z., K. Tang, Z. Wang, Y. Li, W. Shi, Z. Tian, Editorial on the Research Topic: Intelligence and Safety for Humanoid Robots: Design, Control, and Applications. Frontiers in Neurorobotics. Dec. 2021.<\/li>\n\n\n\n
        39. W. Croft, J.-R. Sack, W. Shi, \u201cObfuscation of Images via Differential Privacy: From Facial Images to General Images\u201d Journal of Peer-to-Peer Networking and Applications. Issue 3\/2021. ><\/li>\n\n\n\n
        40. W. Croft, J.-R. Sack, W. Shi., \u201cThe Impact of Range Constraints on Utility in the Design of Differentially Private Mechanisms\u201d, Transactions on Data Privacy. 13(3), Dec. 2021.<\/li>\n\n\n\n
        41. D. Xu, W. Shi, W. Zhai, Z. Tian, \u201cMulti-candidate voting model based on blockchain\u201d IEEE\/CAA Journal of Automatica Sinica, vol. 8, no. 12, pp. 1891-1900, Dec. 2021.<\/li>\n\n\n\n
        42. C. Luo, Z. Tan, G. Min, W. Shi, J. Gan, Z. Tian, \u201cA Novel Web Attack Detection System for Internet of Things via Ensemble Classification\u201d IEEE Transactions on Industrial Informatics. 17(8), pp. 5810-5818, August 2021.<\/li>\n\n\n\n
        43. D. Wu, W. Shi, and X. Ma, \u201cA Novel Real-time Anti-Spam Framework\u201d, ACM Transactions on Internet of Things (ACM-TIOT), 21(4), pp. 1-27. Nov. 2021<\/li>\n<\/ol>\n\n\n\n

          Book Chapters<\/h3>\n\n\n\n
            \n
          1. A. Al-Habashna, G. Wainer, \u201cApplication of Device-to-Device Communication in Video Streaming for 5G Wireless Networks\u201d, Advances in Computing, Informatics, Networking and Cybersecurity \u2013 A Book Honoring Professor Mohammad S. Obaidat\u2019s Significant Scientific Contributions. 2021.<\/li>\n\n\n\n
          2. A. Dhillon, S. Majumdar, M. St-Hilaire, A. El-Haraki, A., \u201cComplex Event Processing in Sensor-Based Environments: Edge Computing Frameworks and Techniques\u201d, in Mobile Edge Computing, Springer, (eds: Mukherjee A., De, D., Ghosh, S.K., and Buyya, R.) 2021.<\/li>\n<\/ol>\n\n\n\n

            Conference Publications<\/h3>\n\n\n\n
              \n
            1. P. Gavigan, B. Esfandiari, \u201cQuantifying the Relationship Between Software Design Principles and Performance in Jason\u201d, to appear in Proceedings of Engineering Multi-Agent Systems. EMAS 2022.<\/li>\n\n\n\n
            2. M. Vezina, B. Esfandiari, \u201cEpistemic Reasoning in Jason\u201d, to appear in Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS\u201922), International Foundation for Autonomous Agents and Multiagent Systems, pp1328-1336.<\/li>\n\n\n\n
            3. J. Miller, B. Esfandiari, \u201cAnalysis of the Execution Time of the Jason BDI Reasoning Cycle\u201d, in Proceedings of Engineering Multi-Agent Systems. EMAS 2021. Alechina, N., Baldoni, M., Logan, B. (eds) Lecture Notes in Computer Science, vol 13190. Springer, Cham.<\/li>\n\n\n\n
            4. P. Gavigan, B. Esfandiari, \u201cBDI for Autonomous Mobile Robot Navigation\u201d, in Proceedings of Engineering Multi-Agent Systems. EMAS 2021. Alechina, N., Baldoni, M., Logan, B. (eds) Lecture Notes in Computer Science, vol 13190. Springer, Cham.<\/li>\n\n\n\n
            5. M. Zalat, B. Esfandiari, \u201cPerformance Metrics for State-Based Imitation Learning\u201d, in Proceedings of 34th International Florida Artificial Intelligence Research Society Conference (FLAIRS-34), 2021.<\/li>\n\n\n\n
            6. A. Etedali, C.-H. Lung, and S. Ajila, \u201cComparative Analysis of Genetic Algorithm and XML Filtering Technique for Multi-Tenant SaaS Configuration Management\u201d, Proc. of IEEE 12th Annual Information Technology, Electronics, and Mobile Communications Conf. (IEMCON), Oct 2021.<\/li>\n\n\n\n
            7. A. Raoof, C.-H. Lung, A. Matrawy, \u201c\u2019Integrating 6LoWPAN Security with RPL Using the Chained Secure Mode Framework\u201d, Proc. of the 14th IEEE Int\u2019l Conf. on Internet of Things (iThings), Dec. 2021, pp. 23\u201328.<\/li>\n\n\n\n
            8. D. Saif, C.-H. Lung, A. Matrawy, \u201cAn Early Benchmark of Quality of Experience Between HTTP\/2 and HTTP\/3 using Lighthouse\u201d, Proc. of IEEE International Conference on Communications (ICC): Next-Generation Networking and Internet Symposium, June 2021.<\/li>\n\n\n\n
            9. N. Sendyk, C. Davis, T. Priscu, M. Sutherland, A. Madi, K. Dick, H. Khalil, A. Alkheir, G. Wainer, \u201cA Task-Agnostic Machine Learning Framework for Dynamic Knowledge Graphs\u201d, CASCONxEVOKE. Toronto, ON. 2022.<\/li>\n\n\n\n
            10. M. Al-Saeedi, G. Wainer, \u201cCell-DEVS CO2 Models With Occupants and Ducts\u201d, IEEE\/ACM 26th International Symposium on Distributed Simulation and Real Time Applications (DS-RT). Al\u00e8s, France. 2022.<\/li>\n\n\n\n
            11. A. St-Aubin, G. Wainer, \u201cMetadata Specification for DEVS simulation models\u201d. IEEE\/ACM 26th International Symposium on Distributed Simulation and Real Time Applications (DS-RT). Al\u00e8s, France. 2022.<\/li>\n\n\n\n
            12. J. Horner, T. Trautrim, C. Ruiz-Martin, I. Borschova, G. Wainer, \u201cDiscrete- Event Supervisory Control for the Landing Phase of a Helicopter Flight\u201d. Winter Simulation Conference 2022. Singapore. 2022.<\/li>\n\n\n\n
            13. C. Ruiz-Martin, G. Wainer, \u201cDefining DEVS Models Using the Cadmium Toolkit (Tutorial paper)\u201d. Winter Simulation Conference 2022. Singapore. 2022.<\/li>\n\n\n\n
            14. M. Jamal, J. Boi-Ukeme*, G. Wainer, \u201cController Area Network Discrete-Event System Specification For Independent Node Testing\u201d. SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2022. San Diego, CA.<\/li>\n\n\n\n
            15. J. Menard, A. Al-Habashna, G. Wainer and G. Boudreau, \u201cDistributed Resource Allocation In 5G Networks With Multi-Agent Reinforcement Learning\u201d, SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2022. San Diego, CA.<\/li>\n\n\n\n
            16. H. Qassud, B. St-Aubin, G. Wainer, \u201cEnabling Collaborative Modeling through a Web Library of DEVS Models\u201d. SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2022. San Diego, CA.<\/li>\n\n\n\n
            17. M. Patel, V. Rajus, G. Wainer, \u201cSoftware Architecture for BIM to DEVS Integration\u201d, SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2022. San Diego, CA.<\/li>\n\n\n\n
            18. C. Ruiz Martin, N. Patel, G. Wainer, \u201cGeographical SEVIRD COVID-19 Model With Travel Restrictions \u201c, SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2022. San Diego, CA.<\/li>\n\n\n\n
            19. L. Colley, A. Dybka, A. Gauthier, J. Laboissonniere, Al Mougeot, N. Mowla, K. Dick, H. Khalil and G. Wainer, \u201cElucidation of the Relationship Between a Song\u2019s Spotify Descriptive Metrics and its Popularity on Various Platforms\u201d, IEEE Computers, Software, and Applications Conference (COMPSAC 2022). Virtual. 2022.<\/li>\n\n\n\n
            20. R. Anilkumar, B. Melone, M. Patsula, C. Tran, C. Wang, K. Dick, H. Khalil and G. Wainer, \u201cCanadian Jobs amid a Pandemic: Examining the Relationship between Professional Industry and Salary to Regional Key Performance Indicators\u201d. IEEE Computers, Software, and Applications Conference (COMPSAC 2022). Virtual. 2022.<\/li>\n\n\n\n
            21. A. Fahlman, C. Ruiz, G. Wainer, P. Dobias, M. Rempel. \u201cExtended Compartmental Models of Covid-19: a Cell-DEVS Definition\u201d. Proceedings of IEEE\/ACM International Symposium on Distributed Simulation and Real-Time Applications DS-RT. Virtual. 2021.<\/li>\n\n\n\n
            22. G. Davidson, G. Wainer, \u201cStudying Covid-19 Spread Using a Geography Based Cellular Model\u201d, Winter Simulation Conference. Phoenix, AZ. 2021.<\/li>\n\n\n\n
            23. Z. Hajj-Ali, G. Wainer, \u201cSpatial Models and Masks in Indoor Analysis for the Spread of COVID-19\u201d, Winter Simulation Conference. Phoenix, AZ. 2021.<\/li>\n\n\n\n
            24. J-B. Ukeme, G. Wainer, \u201cA Workflow for Data-Driven Fault Detection and Diagnosis in Buildings\u201d. Winter Simulation Conference. Phoenix, AZ. 2021.<\/li>\n\n\n\n
            25. G. Trabes*, V. Gil-Costa, G. Wainer, \u201cComplexity Analysis on Flattened PDEVS Simulations\u201d. Winter Simulation Conference. Phoenix, AZ. 2021.<\/li>\n\n\n\n
            26. V. S. Rajus, G. Wainer, L. O\u2019Brien \u201cPersonas to understand buildings occupant behaviour and energy usage\u201d, Building Simulation 2021. IBPSA. Bruges, Belgium. 2021.<\/li>\n\n\n\n
            27. B. St-Aubin, J. Menard, and G. Wainer, \u201cA Web Based Modeling and Simulation Environment to Support the DEVS Simulation Lifecycle\u201d, SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2021. Fairfax, VA (Hybrid).<\/li>\n\n\n\n
            28. R. C\u00e1rdenas, A. Inostrosa-Psijas and G. Wainer, \u201cA Modeling and Simulation Platform for Space-Based Compartmental Modeling of Pandemic Spread\u201d. SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2021. Fairfax, VA (Hybrid).<\/li>\n\n\n\n
            29. R. C\u00e1rdenas, C. Ruiz, G. Wainer, P. Dobias, M. Rempel. \u201cStudying the Spread of Diseases Using Geographical Data and Irregular Topologies with Cell-DEVS\u201d, SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2021. Fairfax, VA (Hybrid).<\/li>\n\n\n\n
            30. B. Earle, A. Al-Habashna, G. Wainer, X. Li and G. Xue, \u201cPrediction Of 5G New Radio Wireless Channel Path Gains And Delays Using Machine Learning And CSI Feedback\u201d. SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2021. Fairfax, VA (Hybrid).<\/li>\n\n\n\n
            31. H. Khalil, G. Wainer, \u201cCD2: A Tool For Automation Of Cell-DEVS Carbon Dioxide Diffusion Models\u201d. SCS\/IEEE\/ACM Annual Simulation Conference, ANNSim 2021. Fairfax, VA (Hybrid).<\/li>\n\n\n\n
            32. T. Altamimi, H. Khalil, V. S. Rajus, R. Carriere, G. Wainer, \u201cCell-DEVS models with BIM integration for airborne transmission spread in indoor places\u201d. Symposium on Simulation in Architecture and Urban Design (SimAUD 2021). (virtual). 2021.<\/li>\n\n\n\n
            33. H. Khalil, G. Wainer. \u201cCD2: An Automation Tool for Cell-DEVS CO2 Diffusion Models\u201d, Symposium on Simulation in Architecture and Urban Design (SimAUD 2021). (virtual). 2021.<\/li>\n\n\n\n
            34. V. Rajus, G. Wainer, \u201cA cloud-based workflow for the integration of BIM to DEVS\u201d. Symposium on Simulation in Architecture and Urban Design (SimAUD 2021). (virtual). 2021.<\/li>\n\n\n\n
            35. A. Loor, V. Gil-Costa, G. Wainer, \u201cComparative Study Between Cadmium DEVS and LibCppSim\u201d, International Conference on High Performance Computing & Simulation (HPCS 2021). Barcelona, Spain (virtual). 2021.<\/li>\n\n\n\n
            36. J. Samuel, J. Jaskolka, and G. Yee. Leveraging external data sources to enhance secure system design. In 2021 Reconciling Data Analytics, Automation, Privacy, and Security: A Big Data Challenge (RDAAPS 2021), pages 1\u20138. IEEE, 2021.<\/li>\n\n\n\n
            37. J. Samuel, J. Jaskolka, and G. Yee. Analyzing structural security posture to evaluate system design decisions. In 2021 IEEE 21st International Conference on Software Quality, Reliability and Security (QRS 2021), pages 8\u201317.<\/li>\n\n\n\n
            38. B. Sereda and J. Jaskolka \u201cAn evaluation of IoT security guidance documents: A shared responsibility perspective\u201d, In Elhadi Shakshuki and Muhammad Younas, editors, Proceedings of the 13th International Conference on Ambient Systems, Networks and Technologies, volume 201C of Procedia Computer Science, ANT 2022, pages 281-288, Porto, Portugal, 2022.<\/li>\n\n\n\n
            39. A. Jawad and J. Jaskolka, \u201cAnalyzing the impact of cyberattacks on industrial control systems using timed automata. In Proceedings of the 21st IEEE International Conference on Software Quality, Reliability, and Security, QRS 2021, pages 966-977, Hainan Island, China, 2021.<\/li>\n\n\n\n
            40. J. Jaskolka, B. Hamid, A. Jawad, and J. Samuel, \u201cA secure development decomposition argument pattern for structured assurance case models. In Proceedings of the 28th Conference on Pattern Languages of Programs, PLoP 2021, pages 1-11, 2021.<\/li>\n\n\n\n
            41. J. Jaskolka, B. Hamid, A. Jawad, and J. Samuel, \u201cA security property decomposition argument pattern for structured assurance case models\u201d, In Proceedings of the 26th European Conference on Pattern Languages of Programs, EuroPLoP 2021, pages 1-10, Graz, Austria, 2021.<\/li>\n\n\n\n
            42. L. Newton and J. Jaskolka, \u201cAnalyzing implicit interactions to identify weak points in cyber-physical system designs\u201d, In Proceedings of the 2021 Resilience Week Symposium, pages 1-8, Salt Lake City, UT, USA, 2021.<\/li>\n\n\n\n
            43. A. Jawad and J. Jaskolka, \u201cModeling and simulation approaches for cybersecurity impact analysis: State-of-the-art\u201d, In Proceedings of the 2021 Annual Modeling and Simulation Conference, ANNSIM 2021, pages 1\u201312, Fairfax, VA, USA, 2021.<\/li>\n\n\n\n
            44. S. A. Ajila and K. Dilliraj, \u201cForecasting Air Pollution using a
              Modified Compositional Learning Approach\u201d, 2021 IEEE International Conference on Big Data (IEEE BigData 2021), International Workshop on Big Data Analytics for Sustainability (BDA4S 2021), Dec. 15 \u2013 18, 2021, pp. 3992 \u2013 4001<\/li>\n\n\n\n
            45. S. A. Ajila, N. Vijay, \u201cEvaluating Deep Neural Nets and Optimized Hyperparameters Random Forest for Decision Support Systems\u201d, 2021 IEEE 22nd International Conference on Information Reuse and Integration for Data Science (IRI), August 10-12, 2021, pp 17 \u2013 24.<\/li>\n\n\n\n
            46. Y. Azimi, S. Yousefi, H. Kalbkhani, and T. Kunz, \u201d Energy-efficient deep reinforcement learning assisted resource allocation for 5G-RAN slicing\u201d, IEEE Transactions on Vehicular Technology, Vol. 71, No. 1, January 2022, pages 856-871.<\/li>\n\n\n\n
            47. Robinson and T. Kunz, \u201cDownlink scheduling in LTE with deep reinforcement learning, LSTMs and pointers\u201d, Proceedings of the 2021 Military Communications Conference (Milcom 2021), San Diego, USA, November 2021.<\/li>\n\n\n\n
            48. S. Zhou, by Siyu Zhou, Murray Woodside \u201cA Robust Approximation for Multiclass Multiserver Queues in Large Microservices Systems\u201d, EPEW 22, Sept 2022.<\/li>\n\n\n\n
            49. D. Zhang, W. Shi, M. St-Hilaire , and R. Yang, \u201cA Blockchain-Based Distributed Pruning Deep Compression Approach for Cooperative Positioning in Internet of Vehicles\u201d, International Wireless Communications and Mobile Computing Conference (IWCMC 2022), Dubrovnik, Croatia, May-June 2022.<\/li>\n\n\n\n
            50. Vrbaski, M., Bolic, M., Majumdar, S. \u201cMulti-objective Optimization for Cloud Provisioning: a Case Study in Large-scale Microservice Notification Applications, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Rome, Italy, August 2022 (accepted for publication).<\/li>\n\n\n\n
            51. Vrbaski, M., Bolic, M., Majumdar, S. \u201cSCN-DRL: Scheduler for Large-scale Critical Notification Applications based on Deep Reinforcement Learning, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Rome, Italy, August 2022 (accepted for publication).<\/li>\n\n\n\n
            52. Contreras, J, Majumdar, S. \u201cMethods for Transferring Data from a Compute to a Storage Cloud\u201d, Proc. International Conference on Future Internet of Things and Cloud (FiCloud), Rome, Italy, August 2022 (accepted for publication).<\/li>\n\n\n\n
            53. Davidson, G., Majumdar, S., \u201cSelective Filtering of Large PDF Document Sets: a Performance Oriented Approach\u201d, Proc. The 28th International Conference on Parallel & Distributed Processing Techniques & Applications (PDPTA), Las Vegas, USA, July 2022 (accepted for publication<\/li>\n\n\n\n
            54. Davidson, G., Majumdar, S., \u201cBoolean Logical Operator Driven Selective Data Filtering for Large Datasets\u201d, Proc. Annual Modeling and Simulation Conference (ANNSIM 2022), San Diego, USA, July 2022 (accepted for publication)<\/li>\n\n\n\n
            55. B. Chanda, S. Majumdar. \u201cA Parallel Processing Technique for Extracting and Storing User Specified Data\u201d, Proc. IEEE 8th International Conference on Future Internet of Things and Cloud (FiCloud), Rome, August 2021.<\/li>\n\n\n\n
            56. B. Chanda, S. Majumdar., \u201cA Technique for Extracting User Specified Information from Streaming Data\u201d, Proc. International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS), Online, July 2021.<\/li>\n\n\n\n
            57. M. Abadeer, W. Shi, J.-P. Corriveau, \u201cFLightNER: A Federated Learning Approach to Lightweight Named-Entity Recognition\u201d Proceedings of the 21st International Conference on Trust, Security and Privacy in Computing and Communications IEEE TrustCom 2022, Wuhan, China (accepted).<\/li>\n\n\n\n
            58. T. Yazdizadeh, W. Shi, \u201cPerformance Evaluation for the use of ELMO Word Embedding in Cyberbullying Detection\u201d, Proceedings of the 3rd International Conference on Data Science and Machine Learning (DSML 2022), September 17~18, 2022, Copenhagen, Denmark.<\/li>\n\n\n\n
            59. S. Kadamgode, W. Shi, J.-P. Corriveau, \u201cCyberbullying Detection using Ensemble Method\u201d, Proceedings of the 3rd International Conference on Data Science and Machine Learning (DSML 2022), September 17~18, 2022, Copenhagen, Denmark.<\/li>\n\n\n\n
            60. N. Iliaee, S. Liu, W. Shi, \u201cNon-Intrusive Load Monitoring based Demand Prediction for Smart Meter Attack Detection. Proceedings of the 2021 International Conference on Control, Automation, and Information Sciences (ICCAIS 2021). pp. 370- 374. Oct 14-17, 2021, Xian China.<\/li>\n<\/ol>\n\n\n\n

              2019-2020<\/h2>\n\n\n\n

              Journal Publications<\/h3>\n\n\n\n
                \n
              1. C.-H. Lung, Y. Qiu, S. Ajila, P. Srivastava, \u201cExperimental Evaluation of LXC Container Migration for Cloudlets Using Multipath TCP\u201d, Computer Networks, Vol. 164, pp 1 \u2013 14, December 9, 2019.<\/li>\n\n\n\n
              2. Y. Cao, C.-H. Lung, S.Ajila, X.Li, \u201cSupport Mechanisms for Cloud Configuration Using XML Filtering Techniques: a Case Study in SaaS\u201d Future Generation Computer Systems (FGCS), Vol. 39, June 2019, pp 52-67.<\/li>\n\n\n\n
              3. A. Das, S. Ajila, C.-H. Lung, \u201cA Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection\u201d, IFIP International Federation for Information Processing 2020, Published by Springer Nature Switzerland AG 2020, S. Boumerdassi et al. (Eds.): MLN 2019, LNCS 12081, pp. 40\u201357,<\/li>\n\n\n\n
              4. T. Kunz, S. Ngozi Echegini, B Esfandiari, \u201cA P2P Approach to Routing in Hierarchical MANETs\u201d, to appear in Communications and Network, Scientific Research Publishing, 2020.<\/li>\n\n\n\n
              5. M.R. Alam, M. St-Hilaire, T. Kunz, \u201cTowards optimal planning and scheduling in smart homes\u201d, Smart Grid and Renewable Energy, Vol. 10, No. 7, pages 179-202, July 2019.<\/li>\n\n\n\n
              6. A. Cormier, F. Gagnon, B. Esfandiari, T. Kunz, \u201cApproaches to Securing P2PSIP in Manets\u201d, in E-Business and Telecommunications, (eds: Mohammad S. Obaidat and E. Cabello), invited extended paper from DCNET2017, pages 38-62, Springer 2019.<\/li>\n\n\n\n
              7. Z. Zhang, C.-H. Lung, M. St-Hilaire, I. Lambadaris, \u201cSmart Proactive Caching: Empower the Video Delivery for Autonomous Vehicles in ICN-based Networks\u201d, IEEE Transactions on Vehicular Technology, Volume Volume: 69, Issue: 7, July 2020, pp. 7955\u20137965.<\/li>\n\n\n\n
              8. Y. Cai, G.O.M. Yee, Y. Gu, C.-H. Lung, \u201cThreats to Online Advertising and Countermeasures: A Technical Survey\u201d, Digital Threats: Research and Practice, Article 11, May 2020, pp. 1\u201327<\/li>\n\n\n\n
              9. D. Luzuriaga, C.-H. Lung and M. Funmilayo, \u201cSoftware-Based Video-Audio Production Mixer via an IP Network\u201d, IEEE ACCESS, Jan 2020, pp. 11456 \u2013 11468.<\/li>\n\n\n\n
              10. Z. Zhang, C.-H. Lung, M. St-Hilaire, I. Lambadaris, \u201cAn SDN-based Caching Decision Policy for Video Caching in Information-centric Networking\u201d, IEEE Transactions on Multimedia, Aug. 2019, pp. 1\u201315.<\/li>\n\n\n\n
              11. R. Elhabyan, W. Shi, W., M. St-Hilaire, \u201cA Coverage and Obstacle-aware Clustering Protocol for Wireless Sensor Networks in 3D Terrain\u201d, Elsevier\u2019s Journal of Computer Communications, 2019, vol. 146, pp. 48-54.<\/li>\n\n\n\n
              12. R. Elhabyan, W. Shi, M, St-Hilaire, \u201cCoverage Protocols for Wireless Sensor Networks: Review and Future Directions\u201d, Journal of Communications and Networks (JCN). vol. 21, no. 1, pp. 45-60, February 2019.<\/li>\n\n\n\n
              13. M.R. Alam, M. R., M. St-Hilaire, T. Kunz, \u201cTowards Optimal Planning and Scheduling in Smart Homes\u201d, Smart Grid and Renewable Energy, vol. 10, no 7, pp. 179-202, July 2019.<\/li>\n\n\n\n
              14. F.F. Firouzeh, J.W. Chinneck, and S. Rajan (2020), \u201cMaximum Feasible Subsystem Algorithms for Recovery of Compressively Sensed Speech\u201d, IEEE Access, vol. 8, pp. 82539-82550, 2020.<\/li>\n\n\n\n
              15. K. Al-Zoubi, G. Wainer, \u201cFog and Cloud Collaboration to Perform Virtual Simulation Experiments\u201d, Simulation, Practice and Experience, Vol. 101, May 2020.<\/li>\n\n\n\n
              16. M. Tavanpour, B. Kazi, G. Wainer, \u201cDiscrete Event Systems Specifications for Modeling and Simulation of Wireless Networking Applications\u201d, Journal of Simulation, Taylor and Francis, Accepted for publication: March 2020.<\/li>\n\n\n\n
              17. A. Magalhaes, M. Reis, G. Wainer, W. Calixto, \u201cParametric regression applied for determination of electrical parameters of synchronous and induction generators operating in parallel on the electrical energy repowering system\u201d, Journal of Control, Automation and Electrical Systems \u2013 Springer, In Press. 2020.<\/li>\n\n\n\n
              18. H. Khalil, G. Wainer. \u201cCell-DEVS for Social Phenomena Modelling\u201d, IEEE Transactions on Computational Social Sciences, Accepted for Publication: March 2020.<\/li>\n\n\n\n
              19. M. Moallemi, G. Wainer, \u201cDesigning Real-Time Systems Using Imprecise Discrete-Event System Specifications\u201d, Software Practice and Experience (Wiley), Accepted for Publication: March 2020.<\/li>\n\n\n\n
              20. A. Magalhaes, M. Reis, G. Wainer, W. Calixto, \u201cExperimental study of induction generator as a repowering solution\u201d, Intl. Transactions on Electrical Energy Systems, Wiley, In Press, First Published: February 2020.<\/li>\n\n\n\n
              21. B. Kazi, G. Wainer, \u201cCoordinated Multi-Cell Cooperation with User Centric Dynamic Coordination Station\u201d, Computer Networks, Elsevier. Volume 166, 15. pp. 1-14, January 2020.<\/li>\n\n\n\n
              22. M. Rodrigues da Cunha, V. Margarida Gomes, F. dos Santos, G. Wainer, W. Pacheco Calixto. \u201cOptimized techniques for driving and control of the switched reluctance motor to improve efficiency New Method and Apparatus for 3-D Mapping of Soil Electrical Conductivity\u201d, Control Engineering Practice, Elsevier, vol. 90, Issue: 70, pp. 1-19. September 2019.<\/li>\n\n\n\n
              23. A. Al-Habashna, G. Wainer, \u201cQoE awareness in Progressive Caching and DASH-based D2D Video Streaming in Cellular Networks\u201d, Wireless Networks, Vol. 26, June 2019.<\/li>\n\n\n\n
              24. V. Gomes, J. Paiva, M. Reis, G. Wainer, W. Calixto. Complexity \u201cMechanism for Measuring System Complexity Applying Sensitivity Analysis\u201d, Complexity, Vol. 2019, Article ID 1303241 April 2019.<\/li>\n\n\n\n
              25. B. Kazi, G. Wainer, \u201cNext Generation Wireless Cellular Networks: Ultra-Dense Multi-Tier and Multi-Cell Cooperation Perspective\u201d, Wireless Networks, Elsevier, Vol. 25 No. 4: 2041-2064, 2019.<\/li>\n\n\n\n
              26. G.O.M. Yee, \u201cVerified Metrics for Continuous Active Defence\u201d, International Journal on Advances in Security, Vol. 12, no. 3&4, pp. 153-163, 2019.<\/li>\n\n\n\n
              27. Q. Rouland, B. Hamid, J., Jaskolka. \u201cFormal specification and verification of reusable communication models for distributed systems architecture\u201d, Future Generation Computer Systems, 108:178\u2013197, July 2020.<\/li>\n\n\n\n
              28. M. Buyse, J. Jaskolka, \u201cFormal specification and verification of reusable communication models for distributed systems architecture\u201d, Archive of Formal Proofs, p. 22, August 2019.<\/li>\n\n\n\n
              29. Z. Jahedi, T. Kunz, \u201cOptimal VNF placement: Addressing multiple min-cost solutions\u201d, in E-Business and Telecommunications, Mohammad S. Obaidat (editor), invited extended paper from DCNET2018, pages 1-23, Springer 2019.<\/li>\n\n\n\n
              30. A. Raoof, A. Matrawy, C.H. Lung, \u201cRouting Attacks and Mitigation Methods for RPL-Based Internet of Things\u201d, IEEE Communications Surveys and Tutorials, vol. 21, no. 2, 2nd Quarter 2019, pp. 1582\u20131606.<\/li>\n\n\n\n
              31. P. Garcia, F. Darroch, L. West, L. Brooks, L. Cleator, \u201cEthical Applications of Big Data-Driven AI on Social Systems: Literature Analysis and Example Deployment Use Case\u201d, Information 2020, 11, 235.<\/li>\n\n\n\n
              32. R. Stewart, B. Berthomieu, P. Garcia, I. Ibrahim, G. Michaelson, A. Wallace, \u201cVerifying parallel dataflow transformations with model checking and its application to FPGAs\u201d, Journal of Systems Architecture, Vol. 101, 2019.<\/li>\n\n\n\n
              33. Z. Wang, T. Ji, Z. Tian, B. Fang, Q. Ruan, H. Wang, W. Shi, \u201cAFLPro: Direction Sensitive Fuzzing\u201d, Elsevier\u2019s Journal of Information Security and Applications. Volume 54, October 2020.<\/li>\n\n\n\n
              34. D. Wu, D., W. Shi, X. Ma, \u201cA Novel Real-time Anti-Spam Framework\u201d, ACM Transactions on Internet of Things (ACM-TIOT), 2020, In press.<\/li>\n\n\n\n
              35. W.L. Croft, J.-R.Sack, W. Shi, \u201cDifferential Privacy via a Truncated and Normalized Laplace Mechanism\u201d, Journal of Computer Science and Technology (Springer), 2020.<\/li>\n\n\n\n
              36. X. Ma, W. Shi, \u201cAESMOTE: Adversarial Reinforcement Learning with SMOTE for Anomaly Detection\u201d, IEEE Transactions on Network Science and Engineering (accepted), 2020.<\/li>\n\n\n\n
              37. D. Xu, Z. Tian, R. Lai, X. Kong, Z. Tan, W. Shi, \u201cDeep Learning Based Emotional Analysis of Microblog Texts\u201d, Information Fusion (accepted), 2020.<\/li>\n\n\n\n
              38. K. Yu, W. Shi, N. Santoro, \u201cDesigning a Streaming Algorithm for Outlier Detection in Data Mining: An Incremental Approach\u201d, Journal of Sensors, March 2020; 20(5): 1261.<\/li>\n\n\n\n
              39. D. Xu, X. Kong, Z. Chen Z., Z. Tian, W. Shi, \u201cMulti-candidate Voting Model Based on Blockchain\u201d, Transactions on Blockchain Technology and Applications, 2020, In press.<\/li>\n\n\n\n
              40. Z. Wang, Y. Zhang, Z. Tian, Q. Ruan, T. Liu, H. Wang, Z. Liu, J. Lin, B. Fang, B., W. Shi, \u201cAutomated Vulnerability Discovery and Exploitation in the Internet of Things\u201d, Journal of Sensors \u2013 Special Issues on Advanced Intrusion Detection & Mitigation Systems in Wireless Sensor Network, July 2019.<\/li>\n\n\n\n
              41. Z. Tian, W. Shi, Z. Tan, J. Qiu, Y. Sun, F. Jiang, \u201cDeep Learning and Dempster-Shafer Theory Based Insider Threat Detection\u201d, ACM\/Springer Journal of Mobile Networks and Applications, In press.<\/li>\n\n\n\n
              42. W. Han, Z. Tian, W. Shi, Z. Huang, S. Li, \u201cLow-Power Distributed Data Flow Anomaly-Monitoring Technology for Industrial Internet of Things\u201d, 2019 Journal of Sensors (Special Issue on Intelligent Systems in Sensor Networks and Internet of Things), 19(12), 2804, June 2019.<\/li>\n\n\n\n
              43. Y. Sun, M. Li, S. Su, Z. Tian, Z, W. Shi, M. Han, \u201cSecure Data Sharing Framework via Hierarchical Greedy Embedding in Darknets\u201d, ACM\/Springer Mobile Networks and Applications, 2019.<\/li>\n\n\n\n
              44. Z. Gu, Y. Wang, W. Shi, Z. Tian, K. Ren, F.C.M. Lau, \u201cA Practical Neighbor Discovery Framework for Wireless Sensor Networks\u201d, Journal of Sensors, 19(8), 1887, 2019.<\/li>\n\n\n\n
              45. Z. Tian, W. Shi, \u201cReal-time Lateral Movement Detection Based on Evidence Reasoning Network for Edge Computing Environment\u201d, IEEE Transactions on Industrial Informatics, Volume: 15, Issue: 7, pp. 4285-4294, July 2019.<\/li>\n<\/ol>\n\n\n\n

                Book Chapters<\/h3>\n\n\n\n
                  \n
                1. C. Ruiz-Martin, G. Wainer, \u201cDEVS formal modeling and simulation in Manufacturing Systems\u201d In Applied Simulation and Optimization. Vol.3: Innovative Applications In Logistics, Industrial, and Aeronautical Practice, (eds.: M. Mujica Mota, I. Flores, G. Wainer), Springer, 2019.<\/li>\n\n\n\n
                2. G. Wainer. \u201cConverting high level models into DEVS modeling and simulation applications\u201d, In Summer of Simulation \u2013 50 Years of Seminal Computing Research (eds: J. Sokolowski, U. Durak Nav Mustafee, A. Tolk), Springer, 2019.<\/li>\n\n\n\n
                3. G. Wainer, A. Al-Habashna, \u201cAn introduction to pedestrian modeling using spatial discrete-event modeling and simulation\u201d, In Summer of Simulation \u2013 50 Years of Seminal Computing Research, (eds: J. Sokolowski, U. Durak Nav Mustafee, A. Tolk), Springer, 2019.<\/li>\n\n\n\n
                4. U. Durak, A. D\u2019Ambrogio, A. Tolk, G. Wainer, S. Diallo, G. Zacharewicz, J-L. Risco Martin, J. Barhak, R. Huntsinger and M. Raunak, \u201c50 Summers of Computer Simulation\u201d, In Summer of Simulation \u2013 50 Years of Seminal Computing Research. (eds: J. Sokolowski, U. Durak Nav Mustafee, A. Tolk Eds), Springer, 2019.<\/li>\n\n\n\n
                5. E. Markou, W. Shi, \u201cDangerous Graphs\u201d, In Distributed Computing by Mobile Entities (eds: P. Flocchini, G. Prencipe, N. Santoro), LNCS 11340, Springer, 2019, pp. 455-515.<\/li>\n<\/ol>\n\n\n\n

                  Conference Publications<\/h3>\n\n\n\n
                    \n
                  1. J.-D. Medjo Me Biomo, T. Kunz, M. St-Hilaire, \u201cMBA-DbMAC: A random-access MAC protocol for MBAs\u201d, Proceedings of the 11th EAI International Conference on Ad Hoc Networks (AdHocNets 2019), Queenstown, New Zealand, November 2019.<\/li>\n\n\n\n
                  2. O. Ashour, T. Kunz, M. St-Hilaire, M. Wang, \u201cA survey of applying reinforcement learning techniques to multicast routing\u201d, Proceedings of the 10th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON 2019), New York, USA, November 2019.<\/li>\n\n\n\n
                  3. A. Das, S. Ajila, C.-H. Lung, \u201cA Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection\u201d, 2nd IFIP International Conference on Machine Learning for Networking (MLN), Dec. 2019.<\/li>\n\n\n\n
                  4. S. Macwan, C.-H. Lung, \u201cInvestigation of Moving Target Defense Technique to Prevent Poisoning Attacks in SDN\u201d, Proc. of the 1st IEEE Services Workshop on Networks Services, in collaboration with IEEE Big Data Congress, Milan, Italy, pp. 178\u2013183, July 2019.<\/li>\n\n\n\n
                  5. M. Rahman, A. G. Quraishi, C.-H. Lung, \u201cDDoS Attacks Detection and Mitigation in SDN using Machine Learning\u201d, Proc. of the 1st IEEE Services Workshop on Networks Services, in collaboration with IEEE Big Data Congress, Milan, Italy, pp. 184\u2013189, July 2019.<\/li>\n\n\n\n
                  6. J. Singh, M. St-Hilaire, S. Majumdar, J. Kurosky, S. Weng, \u201cA Proactive System to Allocate Virtual Machines in Clouds using Autoregression\u201d, 29th Annual International Conference on Computer Science and Software Engineering (CASCON 2019), Toronto, Canada, November 2019.<\/li>\n\n\n\n
                  7. Z. Zhang, C.-H. Lung, M. St-Hilaire, I. lambadaris, \u201cSmart Caching: Empower the Video Delivery for 5G-ICN Networks\u201d, IEEE International Conference on Communications (ICC), pp. 1-7, Shanghai, China, May 2019.<\/li>\n\n\n\n
                  8. A.K. Mohindeen, S. Majumdar, M. St-Hilaire, A. El-Haraki, \u201cGraph-Based Indexing Technique to Enhance the Performance of Boolean AND Queries in Big Data Systems\u201d, Proc. IEEE\/ACM Intl. Conference on Cluster, Cloud and Grid Computing, Melbourne, Australia, May 2020.<\/li>\n\n\n\n
                  9. G. Wainer, A. Al-Habashna, \u201cStudying Malware Propagation in Wireless Sensor Networks with Cell-DEVS\u201d, Spring Simulation Conference, Fairfax, VA., 2020.<\/li>\n\n\n\n
                  10. G. Wainer, A. Singh, \u201cA Model Library For Finite State Machines In Cadmium\u201d, A. Shaw, SCS\/ACM\/IEEE Theory of Modeling and Simulation (TMS-DEVS), Fairfax, VA., 2020.<\/li>\n\n\n\n
                  11. G. Wainer, \u201cStrategic Airlift Operationalizing Constructive Simulations\u201d, R. Barwell, SCS\/ACM\/IEEE Annual Simulation Symposium (ANSS), Fairfax, VA., 2020.<\/li>\n\n\n\n
                  12. C. Ruiz-Martin, G. Wainer, K. Bjornson, B. Earle, \u201cDevelopment Of A Real-Time DEVS Kernel: RT-Cadmium\u201d, SCS\/ACM\/IEEE Spring Simulation Conference, Fairfax, VA., 2020.<\/li>\n\n\n\n
                  13. C. Ruiz-Martin, A. Lopez-Paredes, G. Wainer. \u201cStudying Communications Resiliency In Emergency Plans\u201d, SCS\/ACM\/IEEE Spring Simulation Conference. Fairfax, VA., 2020.<\/li>\n\n\n\n
                  14. J. Lanuza, G. Trabes, G. Wainer, \u201cParallel Execution Of DEVS In Shared-Memory Multicore Architectures\u201d, SCS\/ACM\/IEEE Spring Simulation Conference. Fairfax, VA., 2020.<\/li>\n\n\n\n
                  15. G. Wainer, J. Boi-Ukeme, \u201cA Framework For The Extension Of DEVS With Sensor Fusion Capabilities\u201d, SCS\/ACM\/IEEE Spring Simulation Conference. Fairfax, VA., 2020.<\/li>\n\n\n\n
                  16. A. Al-Habashna, V. Subashini, N. Arellano, C. Ruiz-Martin, G. Wainer, S. Fai, L. O\u2019Brien. \u201cIndoor Localization and Building Occupancy Count Estimation using LTE-A Ultra-Dense Networks Symposium on Simulation\u201d, in Architecture and Urban Design (SimAUD 2020). Vienna, Austria, 2020.<\/li>\n\n\n\n
                  17. A. Vicino, L. Belolli, C. Ruiz-Martin, G. Wainer, \u201cBuilding DEVS Models with the Cadmium Tool\u201d, Proceedings of Winter Simulation Conference, National Harbor, MD., 2019.<\/li>\n\n\n\n
                  18. G. Wainer, \u201cAn Introduction to Cellular Automata Models with Cell-DEVS\u201d, Winter Simulation Conference, National Harbor, MD., 2019.<\/li>\n\n\n\n
                  19. A. Vicino, G. Trabes, G. Wainer, \u201cNew Datatypes to Represent Time in Discrete-event Simulation\u201d, Winter Simulation Conference, National Harbor, MD., 2019.<\/li>\n\n\n\n
                  20. G. Wainer. \u201cApplying Modelling and Simulation for Development of Embedded Systems\u201d, Proceedings of SummerSim 2019, Berlin, Germany.<\/li>\n\n\n\n
                  21. B. St-Aubin, E. Yammine, M. Nayef, G. Wainer, \u201cAnalytics And Visualization Of Spatial Models As A Service\u201d, Proceedings of SummerSim 2019, Berlin, Germany.<\/li>\n\n\n\n
                  22. G. Trabes, I. Oyelowo, M. Dan\u2019gana, G. Wainer. \u201cCellular Discrete-Event Models For Social Systems\u201d, Proceedings of SummerSim 2019, Berlin, Germany.<\/li>\n\n\n\n
                  23. G. Wainer, \u201cTraffic Modeling and Simulation: a DEVS library\u201d, Proceedings of SummerSim 2019, Berlin, Germany.<\/li>\n\n\n\n
                  24. B. Earle, J. B. Ukeme, G. Wainer, A. Davoust, P. Gavigan, K. Bjornson, \u201cDesign And Implementation Of A Building Control System In Embedded-DEVSP\u201d, Proceedings of Symposium on Theory of Modeling and Simulation, Tucson AZ. 2019.<\/li>\n\n\n\n
                  25. C. Ruiz-Martin, G, Trabes, B. Esfandiari, G. Wainer, J. James, \u201cAn Architecture for Integrating BDI Agents with a Simulation Environment\u201d, EMAS-2019. LNAI vol. 12058. Montr\u00e9al, QC. 2019.<\/li>\n\n\n\n
                  26. B. St-Aubin, G. Wainer, \u201cA Cell-DEVS Model For Logistic Urban Growth\u201d, Proceedings of Annual Simulation Symposium, Tucson AZ. 2019.<\/li>\n\n\n\n
                  27. S. Janapalli, O. Hesham, G. Wainer. \u201cHeterogeneous Crowd Simulation\u201d, Proceedings of Annual Simulation Symposium, Tucson AZ. 2019.<\/li>\n\n\n\n
                  28. A. Al-Habashna, L. Belolli, C. Ruiz-Mart\u00edn, G. Wainer, \u201cControl of a Quadcopter Application With DEVS\u201d, Proceedings of Symposium on Theory of Modeling and Simulation, Tucson AZ. 2019.<\/li>\n\n\n\n
                  29. A. Al-Habashna, C. Ruiz-Mart\u00edn, G. Wainer, \u201cAnalyzing The Impact Of Quantum Size On The Accuracy And Performance Of Cell-DEVS Fire Models\u201d, Proceedings of Symposium on Theory of Modeling and Simulation, Tucson AZ. 2019.<\/li>\n\n\n\n
                  30. A. Onyedinma, P. Gavigan, B. Esfandiari, \u201cToward Campus Mail Delivery using BDI\u201d, in: Proceedings of the First Workshop on Agents and Robots for reliable Engineered Autonomy (AREA 2020), 4th September 2020, Electronic Proceedings in Theoretical Computer Science 319, pp. 127\u2013143. Published: 23rd July 2020.<\/li>\n\n\n\n
                  31. A. Peters, B. Esfandiari, R. West, \u201cCharacterizing Human vs Machine GamePlay in StarCraft II\u201d, to appear in Proceedings of 18th International Conference on Cognitive Modelling (ICCM 2020).<\/li>\n\n\n\n
                  32. T. Highstead, B. Esfandiari, R. West, \u201cEthical Test-Driven Development: A Design Process for Building Ethical AI\u201d, to appear in Proceedings of 18th International Conference on Cognitive Modelling (ICCM 2020).<\/li>\n\n\n\n
                  33. M. Vezina, B. Esfandiari, \u201cThe Requirement Gatherers\u2019 Approach to the 2019 Multi-Agent Programming Contest Scenario\u201d, to appear in LNAI Challenges Series, Springer, 2020.<\/li>\n\n\n\n
                  34. A. Peters, B. Esfandiari, A. Gunaratne and R. L. West, \u201cBehavioral Cloning in OpenAI using Case-Based Reasoning\u201d, in Proceedings of Adaptive and Learning Agents (ALA 2019), May 2019, Montreal, Canada.<\/li>\n\n\n\n
                  35. C. Peters, T.C. Stewart, R.L. West and B. Esfandiari, \u201cDynamic Action Selection in OpenAI using Spiking Neural Networks\u201d, in Proceedings of 32nd International Florida Artificial Intelligence Research Society Conference (FLAIRS-32), 19-22 May 2019, Sarasota, Florida, AAAI Press 2019, pp. 318-323.<\/li>\n\n\n\n
                  36. F. F. Firouzeh, S. Rajan and J. W. Chinneck, \u201cMAXimum Feasible Subsystem Recovery of Compressed ECG Signals\u201d, 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Bari, Italy, 2020, pp. 1-6<\/li>\n\n\n\n
                  37. 37. M. Raithatha, A.U. Chaudhry, R.H.M. Hafez, and J.W. Chinneck , \u201cLocating Gateways for Maximizing Backhaul Network Capacity of 5G Ultra-Dense Networks\u201d, WTS 2020 Conference, April 22-24, 2020 in Washington DC, USA<\/li>\n\n\n\n
                  38. B. Al Shboul, D. C. Petriu. 2019. \u201cPattern-based transformation of SysML Models into Fault Tree models, In Proceedings of CASCON\u20192019, Toronto, ON, Canada, November 4-6, 2019.<\/li>\n\n\n\n
                  39. G.O.M. Yee, \u201cModeling and reducing the attack surface in software systems\u201d, Proceedings of the 11th International Workshop on Modelling in Software Engineering (MiSE \u201919), Montreal, Canada, pp. 55-62, May 2019.<\/li>\n\n\n\n
                  40. G.O.M. Yee, \u201cAttack Surface Identification and Reduction Model Applied in Scrum\u201d, Proceedings of the 2019 International Conference on Cyber Security and Protection of Digital Services (Cyber Security), Oxford, United Kingdom, pp. 1-8, June 2019.<\/li>\n\n\n\n
                  41. G.O.M. Yee, \u201cDesigning Good Security Metrics\u201d, Proceedings of the 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC), Milwaukee, WI, USA, pp. 580-585, July 2019.<\/li>\n\n\n\n
                  42. G.O.M. Yee, \u201cReducing the Attack Surface for Private Data\u201d, Proceedings of the Thirteenth International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2019), Nice, France, pp. 28-34, October 2019.<\/li>\n\n\n\n
                  43. G.O.M. Yee, \u201cTowards the Intelligent Application of Security Controls\u201d, Proceedings of the 2020 Annual Reliability and Maintainability Symposium (RAMS), Palm Springs, CA, USA, pp. 1-6, January 2020.<\/li>\n\n\n\n
                  44. B. Hamid, Q. Rouland, J. Jaskolka, \u201cDistributed maintenance of a spanning tree of k-connected graphs\u201d, In Proceedings of the 24th IEEE Pacific Rim International Symposium on Dependable Computing, pages 217\u2013226,Kyoto, Japan, December 2019.<\/li>\n\n\n\n
                  45. W.A. Gelil, T. Kunz, \u201cA hierarchical P2P overlay for hierarchical mobile ad hoc networks (MANETs)\u201d, Proceedings of the 10th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON 2019), New York, USA, November 2019.<\/li>\n\n\n\n
                  46. M.O. Farooq, T. Kunz, \u201cRevealing insights for improvements in LoRaWAN in multiple applications scenarios\u201d, Poster, 17th ACM Conference on Embedded Networked Sensor Systems (SenSys 2019), New York, USA, November 2019<\/li>\n\n\n\n
                  47. I. Frye, P. Garcia, \u201cTowards a Programming Paradigm for Reconfigurable Computing: Asynchronous Graph Programming\u201c, 2020 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)<\/li>\n\n\n\n
                  48. R. Fife, I. Udoh, P. Garcia, \u201cCoherency overhead of Processing-in-Memory in the presence of shared data\u201d, 2020 IEEE International Conference on Industrial Technology (ICIT).<\/li>\n\n\n\n
                  49. S. Dewan, P. Garcia, \u201cProgramming Abstractions for Configurable Hardware: Survey and Research Directions\u201d, The 2020 ACM\/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020.<\/li>\n\n\n\n
                  50. V. Venkataramanachary, E. Reveron, W. Shi, \u201cStorage and Rack Sensitive Replica Placement Algorithm for Distributed Platform with Data as Files\u201d, Proceedings of the 11th International Conference on Communication Systems & Networks. (COMSNETS 2020). pp. 535-538. Jan 7-11, 2020, Bengaluru, India.<\/li>\n\n\n\n
                  51. I. Tang, S. Liao, A. Bhuiyan, W. Shi, \u201cSecrecy Outage Probability of Secondary System for Wireless-Powered Cognitive Radio Networks\u201d, Proceedings of the 5th International Conference on Dependability in Sensor, Cloud, and Big Data Systems and Applications (DependSys 2019), pp. 3-17. Nov 5, 2019. Guangzhou, China.<\/li>\n\n\n\n
                  52. W. Ou, M. Deng, E. Luo, W. Shi, W., Z. Tan, M. Bhuiyan, \u201cMultiminer\u2019s Cooperative Evolution Method of Bitcoin Pool Based on Temporal Difference Leaning Method\u201d, Proceedings of the 2019 IEEE International Conference on Cyber Physical and Social Computing (CPSCom-2019), pp. 687-693. July 14-17, 2019. Atlanta, USA.<\/li>\n\n\n\n
                  53. W.L. Croft, J. Sack, W. Shi, \u201cDifferentially Private Obfuscation of Facial Images\u201d, Proceedings of the International IFIP Cross Domain Conference for Machine Learning & Knowledge Extraction (CD-MAKE). pp. 229-249. Canterbury, UK, August 2019.<\/li>\n\n\n\n
                  54. I. Yu, W. Shi, N. Santoro, X. Ma, \u201cReal-time Outlier Detection over Streaming Data\u201d, Proceedings of the IEEE Smart World Congress (SWC 2019). pp. 125-132. August 19-23, 2019. Leicester, UK.<\/li>\n\n\n\n
                  55. M. Vbraski, M., Bolic, S. Majumdar, \u201cA Performance Driven Micro Services- Based Architecture\/System for Analyzing Noisy IoT Data\u201d, Proc. IEEE\/ACM Intl. Conference on Cluster, Cloud and Grid Computing (Doctoral Symp.), Larnaka (Cyprus), May 2019.<\/li>\n\n\n\n
                  56. T. Ajila, S. Majumdar, \u201cData Driven Priority Scheduling on a Spark Streaming System\u201d, IEEE\/ACM Intl. Conference on Cluster, Cloud and Grid Computing (4th IEEE\/ACM International Workshop on Distributed Big Data Management) Larnaka (Cyprus), May 2019.<\/li>\n<\/ol>\n\n\n\n

                    Non-Refereed Technical Reports<\/h3>\n\n\n\n
                      \n
                    1. B. Singh, R. Kaur, C.M. Woodside, and J.W. Chinneck (2019), \u201cLow-Power Deployment of Many-Process Applications on Multiple Clouds\u201d, Les Cahiers du GERAD G-2019-101. https:\/\/www.gerad.ca\/en\/papers\/G-2019-101.<\/li>\n<\/ol>\n\n\n\n

                      2018-2019<\/h2>\n\n\n\n

                      Journal Publications<\/h3>\n\n\n\n
                        \n
                      1. Y. Qiu, C.-H. Lung, S. Ajila, P. Srivastava, \u201cExperimental Evaluation of LXC Container Migration for Cloudlets Using Multipath TCP\u201d, accepted in Computer Networks, Elsevier, Sept. 2019.<\/li>\n\n\n\n
                      2. Z. Zhang, C.-H. Lung, M. St-Hilaire, I. Lambadaris, \u201cAn SDN-based Caching Decision Policy for Video Caching in Information-centric Networking\u201d, accepted in IEEE Transactions on Multimedia, Aug. 2019.<\/li>\n\n\n\n
                      3. Y. Nikravesh, S. Ajila, C.-H. Lung, \u201cUsing Genetic Algorithms to Find Optimal Solution in a Search Space for a Cloud Predictive Cost-Driven Decision Maker\u201d, Journal of Cloud Computing: Advances, Systems, and Applications (Springer), vol. 7, no. 20, Dec. 2018, pp. 1\u201321.<\/li>\n\n\n\n
                      4. Y. Cao, C.-H. Lung, S. Ajila, X. Li, \u201cSupport mechanisms for cloud configuration using XML filtering techniques: A case study in SaaS\u201d, Future Generation Computer Systems (Elsevier), vol. 95, June 2019, pp. 52\u201367.<\/li>\n\n\n\n
                      5. Fan, C.-H. Lung, and S. Ajila, \u201cUsing Hybrid and Diversity-based Adaptive Ensemble Method for Binary Classification\u201d, International Journal of Intelligence Science (IJIS),vol. 8, no 3, July 2018, pp. 43\u201374,<\/li>\n\n\n\n
                      6. M.R. Alam, M. St-Hilaire, and T. Kunz, \u201cPeer-to-Peer Energy Trading Among Smart Homes,\u201d Applied Energy, Vol. 238, pp. 1434-1443, March 2019. doi: 10.1016\/j.apenergy.2019.01.091<\/li>\n\n\n\n
                      7. D. Medjo Me Biomo, T. Kunz, and M. St-Hilaire, \u201cExploiting Multi-beam Antennas for End-to-End Delay Reduction in Ad hoc Networks,\u201d Mobile Networks and Applications, Vol. 23, No. 5, pp. 1293-1305, October 2018. DOI: 10.1007\/s11036-018-1037-8<\/li>\n\n\n\n
                      8. R. Elhabyan, W. Shi, W. and M. St-Hilaire, \u201cA Coverage and Obstacle-aware Clustering Protocol for Wireless Sensor Networks in 3D Terrain\u201d, Elsevier\u2019s Journal of Computer Communications, 2019. In press.<\/li>\n\n\n\n
                      9. R. Elhabyan, W. Shi, W. and M. St-Hilaire, \u201cCoverage Protocols for Wireless Sensor Networks: Review and Future Directions, IEEE Sensors Journal, December 2018.<\/li>\n\n\n\n
                      10. R. Elhabyan, W. Shi, W. and M. St-Hilaire, \u201cA Pareto Optimization-Based Approach to Clustering and Routing in Wireless Sensor Networks\u201d, Journal of Network and Computer Applications, 2018. DOI information: 10.1016\/j.jnca.2018.04.005.<\/li>\n<\/ol>\n\n\n\n

                        Book Chapters<\/h3>\n\n\n\n
                          \n
                        1. Y. Cao, Y., C.-H.,Lung, S. Majumdar, \u201cAn XPath Query Aggregation Approach for XML Publish\/ Subscribe Systems\u201d, in Advances in Computers and Software: Reviews, Book Series, Vol. 1, (ed: Yurish) IFSA Publishing, 2018.<\/li>\n<\/ol>\n\n\n\n

                          Conference Publications<\/h3>\n\n\n\n
                            \n
                          1. Davoust, P. Gavigan, C. Ruiz-Martin, G. Trabes, B. Esfandiari, G. Wainer and J. James, \u201cAn Architecture for Integrating BDI Agents with a Simulation Environment\u201d Proceedings of 7th International Workshop on Engineering Multi-Agent Systems (EMAS 2019), May 2019, Montreal, Canada<\/li>\n\n\n\n
                          2. F. Islam, D.C. Petriu, C.M. Woodside, \u201cChoice of Aggregation Groups for Layered Performance Model Simplification\u201d, Proceedings of ICPE\u2019 2018, Berlin, Germany, 2018.<\/li>\n\n\n\n
                          3. Zhang, C.-H. Lung, Marc St-Hilaire, and I. Lambadaris, \u201cSmart Caching: Empower the Video Delivery for 5G-ICN Networks\u2019, Proceedings of IEEE International Conference on Communications (ICC): Next-Generation Networking and Internet Symposium, Shanghai, China, May 2019.<\/li>\n\n\n\n
                          4. Patel, Z. Somani, S.A. Ajila, C.-H. Lung,  \u201cHybrid Relabeled Model for Network Intrusion Detection\u201d, Proceedings of the 4th IEEE International Conference on Smart Data (SmartData), Halifax, Canada, July 30\u2013Aug. 3, 2018, pp. 872\u2013877, Halifax, NS, Canada.<\/li>\n\n\n\n
                          5. Ashour, M. St-Hilaire, and T. Kunz, \u201cMulticasting in Tactical Networks: Forwarding versus Network Coding,\u201d Proceedings of the 9th International Conference on Data Communication Networking (DCNET 2018), Porto, Portugal, July 2018.<\/li>\n\n\n\n
                          6. R. Elhabyan, W. Shi, W. and M. St-Hilaire, \u201cAn Obstacle-Aware Clustering Protocol for Wireless Sensor Networks with Irregular Terrain\u201d Proceedings of the 16th International Conference on Wired\/Wireless Internet Communications (IFIP WWIC 2018), June 18 \u2013 20, 2018, Boston, USA.<\/li>\n\n\n\n
                          7. R. Elhabyan, W. Shi, W. and M. St-Hilaire, \u201cEvolutionary-based Coverage Control Mechanism for Clustered Wireless Sensor Networks\u201d, Proceedings of the 16th International Conference on Wired\/Wireless Internet Communications (IFIP WWIC 2018), June 18 \u2013 20, 2018, Boston, USA.<\/li>\n\n\n\n
                          8. R. Elhabyan, W. Shi, W and M. St-Hilaire, \u201cEvolutionary Algorithms based, Coverage-aware Clustering Protocol for Wireless Sensor Networks\u201d, Proceedings of the 31st Annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2018). [IEEE Women in Engineering (WIE), Quebec City, Canada.<\/li>\n\n\n\n
                          9. A. Dhillon, S. Majumdar, M. St-Hilaire, M. and A. El-Haraki, \u201cComplex Event Processing in Mobile Device for Remote Patient Monitoring\u201d, Data Day 5.0, Carleton University, Ottawa, ON, Canada, June 2018 (poster).<\/li>\n\n\n\n
                          10. A. Dhillon, S. Majumdar, M. St-Hilaire, M. and A. El-Haraki, \u201cA Mobile Complex Event Processing System for Remote Patient Monitoring\u201d, Proceedings of the IEEE International Congress on Internet of Things (IEEE ICIOT 2018), San Francisco, CA, USA, July 2018.<\/li>\n\n\n\n
                          11. A. Dhillon, S. Majumdar, M. St-Hilaire, and A. El-Haraki, \u201cMCEP: a Mobile Device Based Complex Event Processing System for Remote Healthcare\u201d, Proceedings of the 11th IEEE International Conference on Internet of Things (iThings 2018), Halifax, Canada, July 2018.<\/li>\n<\/ol>\n\n\n\n

                            2017-2018<\/h2>\n\n\n\n

                            Journal Publications<\/h3>\n\n\n\n
                              \n
                            1. Z. Zhang, C.-H. Lung, I. Lambadaris, M. St-Hilaire, \u201cWhen 5G Meets ICN: and ICN-based Caching Approach for Mobile Video in 5G Networks\u201d, Computer Communications (Elsevier), vol. 118, March 2018.<\/li>\n\n\n\n
                            2. Y. Nikravesh, S. Ajila, C.-H. Lung, \u201cAn Autonomic Prediction Suite for Cloud Resource Provisioning\u201d, Journal of Cloud Computing: Advances, Systems, and Applications (Springer), vol. 6, no. 3, 2017.<\/li>\n\n\n\n
                            3. A. Biswas, S. Majumdar, B. Nandy, A. El-Haraki, \u201cA Hybrid Auto-scaling Technique for Clouds Processing Applications with Service Level Agreements\u201d, Journal of Cloud Computing: Advances, Systems and Applications Vol. 6, December 2017.<\/li>\n\n\n\n
                            4. N. Lim, S. Majumdar, P. Ashwood-Smith,  \u201cMRCP-RM: a Technique for Resource Allocation and Scheduling of MapReduce Jobs with Deadlines\u201d, IEEE Transactions on Parallel and Distributed Systems. Vol. 28, no. 5, May 2017.<\/li>\n<\/ol>\n\n\n\n

                              Book Chapters<\/h3>\n\n\n\n
                                \n
                              1. Y. Cao, C.-H. Lung, S. Majumdar, \u201cAn XPath Query Aggregation Approach for XML Publish\/Subscribe Systems\u201d, Book Chapter to appear in Advances in Computers and Software: Reviews, Vol. 1 Book Series, IFSA Publishing, S.L., Barcelona, Spain, 2018.<\/li>\n\n\n\n
                              2. M. Aazam, M. St-Hilaire, C.-H. Lung, and I. Lambadaris, and Eui-Nam Huh, \u201cIoT Resource Estimation Challenges and Modeling in Fog\u201d, Book Chapter in Fog Computing in the Internet of Things, Springer, 2018.<\/li>\n\n\n\n
                              3. S. Majumdar, \u201cLeveraging Cloud Computing and Sensor-Based Devices in the Operation and Management of Smart Systems\u201d. (Eds: Maheswaran, M. and Badidi, E.). Smart City: Software Services andCyber Infrastructure, Springer (in presss), 2018.<\/li>\n\n\n\n
                              4. M. Aazam, E.-H. Huh, M. St-Hilaire, C.-H. Lung, and I. Lambadaris, \u201cCloud of Things: Integration of IoT with Cloud Computing\u201d, in Robots and Sensor Clouds, Studies in Systems, Decisions, and Control, Vol. 36, Springer, 2017.<\/li>\n<\/ol>\n\n\n\n

                                Conference Publications<\/h3>\n\n\n\n
                                  \n
                                1. N. Silas, T. Kunz and B. Esfandiari, \u201cEvaluating Chord Over a Hierarchical MANET,\u201d 2017 8th IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), Vancouver, BC, 2017.<\/li>\n\n\n\n
                                2. A. Cormier, F. Gagnon, B. Esfandiari, T. Kunz, \u201cToward Testing Security Attacks and Defense Mechanisms for P2PSIP in MANETs with a Simulator\u201d, 14th International Joint Conference on e-Business and Telecommunications: DCNET, (ICETE) \u2013 Volume 3, Madrid, Spain, 2017.<\/li>\n\n\n\n
                                3. T. Kunz, B. Esfandiari, F. Ockenfeld, \u201cEfficient Routing in Mobile Ad-Hoc Social Networks\u201d, 2nd International Workshop on Mobile Social Networking and Computing (MSNCom-2017), Exeter, UK, 2017.<\/li>\n\n\n\n
                                4. A. Davoust, F. Gagnon, B. Esfandiari, T. Kunz, A. Cormier, \u201cTowards  Securing Peer-to-peer SIP in the MANET Context: Existing Work and  Perspectives 2nd International Workshop on  Mobile Social Networking and Computing (MSNCom-2017), Exeter, UK, 2017.<\/li>\n\n\n\n
                                5. J-D. Medjo Me Biomo, Thomas Kunz, Marc St-Hilaire, \u201cExploiting Multiple Beam Antennas for End-to-End Delay Reduction in Ad Hocnetworks,\u201d 9th EAI International Conference on Ad Hoc Networks, Niagara Falls, Canada, 2017.<\/li>\n\n\n\n
                                6. J-D. Medjo Me Biomo, Thomas Kunz, and Marc St-Hilair, \u201cDirectional Antennas in FANETs: A Performance Analysis of Routing Protocols,\u201d 6th International Conference on Selected Topics in Mobile & Wireless Networking (MoWNet\u201917), Avignon, France, 2017.<\/li>\n\n\n\n
                                7. F. Islam, D.C. Petriu, C.M.Woodside, \u201cChoice of Aggregation Groups for Layered Performance Model Simplification\u201d, ACM International Conference on Performance Engineering (ICPE\u2019), Berlin, Germany, 2018.<\/li>\n\n\n\n
                                8. B. Patel, Z. Somani, S. Ajila, and C.-H. Lung, \u201cHybrid Relabeled Model for Network Intrusion Detection\u201d, 4th IEEE International Conference on Smart Data, Halifax, Canada, 2018.<\/li>\n\n\n\n
                                9. Z. Zhang, C.-H. Lung, I. Lambadaris, and M. St-Hilaire, \u201cIoT Data Lifetime-based Cooperative Caching Scheme for ICN-IoT Networks\u201d, Proc. of the IEEE International Conference on Communications (ICC), Kansas City, USA.<\/li>\n\n\n\n
                                10. X. Fan, C.-H. Lung, and S. Ajila, \u201cAn Adaptive Diversity-Based Ensemble Method for Binary Classification\u201d, 41st IEEE International Computer Software and Applications Conference (COMPSAC), Turin, Italy, 2017.<\/li>\n\n\n\n
                                11. A. Etedali, C.-H. Lung, S. Ajila, and I. Veselinovic, \u201cAutomated Constraint-based Multi-tenancy SaaS Configuration Support Using XML Filter Techniques\u201d, 11th IEEE Int\u2019l Workshop on Quality Oriented Reuse of Software, in collaboration with IEEE COMPSAC, Turin, Italy, 2017.<\/li>\n\n\n\n
                                12. Y. Nikravesh, S. Ajila, and C.-H. Lung, \u201cThe Impact of Database Layer on Auto-scaling Decisions in a 3-Tier Web Services Cloud Resource Provisioning\u201d, 11th IEEE Int\u2019l Workshop on Quality Oriented Reuse of Software, in collaboration with IEEE COMPSAC, Turin, Italy, 2017.<\/li>\n\n\n\n
                                13. Z. Zhang, C.-H. Lung, I. Lambadaris, M. St-Hilaire, and S. Nagaraja Rao, \u201cRouter Position-based Cooperative Caching for Video-on-Demand in Information-Centric Networking\u201d, 41st IEEE Int\u2019l Computers, Software, and Applications Conf. (COMPSAC), Turin, Italy, July 2017.<\/li>\n\n\n\n
                                14. Y. Qiu, C.-H. Lung, S. Ajila, and P. Srivastava, \u201cLXC Container Migration in Cloudlets under Multipath TCP\u201d, 4th IEEE Int\u2019l Workshop on Architecture, Design, Deployment, and Management of Networks and Applications in collaboration with COMPSAC, Turin, Italy, 2017.<\/li>\n\n\n\n
                                15. A. Dhillon, S. Majumdar, M. St-Hilaire, and A. El-Haraki, \u201cA Mobile Complex Event Processing System for Remote Patient Monitoring\u201d, IEEE International Congress on Internet of Things (IEEE ICIOT 2018), San Francisco,  USA, 2018.<\/li>\n\n\n\n
                                16. A. Dhillon, S. Majumdar, M. St-Hilaire, A. El-Haraki, \u201cMCEP: a Mobile Device Based Complex Event Processing System for Remote Healthcare\u201d, 11th IEEE International Conference on Internet of Things (iThings 2018), Halifax, Canada, 2018.<\/li>\n<\/ol>\n\n\n\n

                                  Posters<\/h3>\n\n\n\n
                                    \n
                                  1. A. Dhillon, Advisors: S. Majumdar,  M. St-Hilaire and A. El-Haraki, \u201cComplex Event Processing in Mobile Device for Remote Patient Monitoring\u201d, (Poster) Data Day 5.0, Ottawa, Ottawa, Canada, 2018.<\/li>\n<\/ol>\n\n\n\n

                                    2016-2017<\/h2>\n\n\n\n

                                    Journal Publications<\/h3>\n\n\n\n
                                      \n
                                    1. J. Li, C.M. Woodside, J.W. Chinneck, M. Litiou \u201cAdaptive Cloud Deployment using Persistence Strategies and Application Awareness\u201d, IEEE Transactions on Cloud Computing, vol. 5, issue 2, 2017.<\/li>\n\n\n\n
                                    2. A.Y. Nikravesh, S. Ajila, C.-H. Lung, \u201cAn Autonomic Prediction Suite for Cloud Resource Provisioning\u201d, Journal of Cloud Computing: Advances, Systems, and Applications (Springer), vol. 6, no. 3, 2017.<\/li>\n\n\n\n
                                    3. M. Si, C.-H. Lung, S. Ajila, W. Ding, \u201cAn Investigation of Mobile Network Traffic Data and Apache Hadoop Performance\u201d, Services Trans. on Big Data, vol. 36, no. 1, 2016.<\/li>\n\n\n\n
                                    4. A.Y. Nikravesh, S. Ajila, C.-H. Lung, W. Ding, \u201cAn Experimental Investigation of Mobile Network Traffic Prediction Accuracy\u201d, Services Trans. on Big Data, vol. 36, no. 1, 2017.<\/li>\n\n\n\n
                                    5. F. Teka, C.-H. Lung, S. Ajila, \u201cNearby Live Virtual Machine Migration using Cloudlets and Multipath TCP\u201d, Journal of Cloud Computing: Advances, Systems, and Applications (Springer), vol. 5, no. 12, 2016.<\/li>\n\n\n\n
                                    6. W. Han, C.-H. Lung, S. Ajila, \u201cUsing Source Code and Process Metrics for Defect Prediction \u2013 a Case Study of Three Algorithms and Dimensionality Reduction\u201d, Journal of Software, vol. 11, no. 9, Sept. 2016.<\/li>\n\n\n\n
                                    7. X. Li, C.-H. Lung, S. Majumdar, \u201cGreen Spine Switch Management for Datacenter Networks\u201d, Journal of Cloud Computing: Advances, Systems, and Applications (Springer), vol. 5, no. 9, July 2016.<\/li>\n\n\n\n
                                    8. Y. Cao, C.-H. Lung, S. Majumdar, \u201cEfficient Message Delivery Models for XML-based Publish\/Subscribe Systems\u201d, Computer Communications (Elsevier), vol. 85, issue C, July 2016.<\/li>\n\n\n\n
                                    9. M. Aazam, E.-N. Huh, M. St-Hilaire, C.-H. Lung, I. Lambadaris, \u201cCloud Customer\u2019s Historical Record Based Resource Pricing Model\u201d, IEEE Trans. on Parallel and Distributed Systems, vol. 27, no. 7, July 2016.<\/li>\n\n\n\n
                                    10. L. Wang, S. Majumdar, C.-H. Lung, \u201cA Near Field Communication Based Access Control and Information Dissemination System\u201d (Invited paper). Computer Society of India Journal of Computing, 2017.<\/li>\n\n\n\n
                                    11. N.K. Kapoor, S. Majumdar, B. Nandy, \u201cScheduling of Multiple Applications in Wireless Sensor Networks Using Knowledge of Application and Network\u201d, International Journal of Information and Computer Science, Vol. 5, 2016.<\/li>\n<\/ol>\n\n\n\n

                                      Conference Publications<\/h3>\n\n\n\n
                                        \n
                                      1. H. Saeed, A. Shouman, M. Elfar, M. Shabka, S. Majumdar, and C.-H. Lung, \u201cNear-Field Communication Sensors and Cloud-Based Smart Restaurant Management System\u201d, Proc. IEEE 3rd World Forum on Internet of Things (WF-IoT), Dec. 2016, pp. 686\u2013691.<\/li>\n\n\n\n
                                      2. M. Aazam, M. St-Hilaire, C.-H. Lung, I. Lambadaris, \u201cCloud-based Smart Waste Management for Smart Cities\u201d, Proc. the IEEE 21st Int\u2019l Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), Oct. 2016.<\/li>\n\n\n\n
                                      3. A. Ramaprasath, A. Srinivasan, C.-H. Lung, M. St-Hilaire, \u201cIntelligent Wireless AdHoc Routing Protocol and Controller for UAV Networks\u201d, Proc. Ad Hoc Networks (ADHOCNETS), Sept. 2016.<\/li>\n\n\n\n
                                      4. A. Y. Nikravesh, S. Ajila, C.-H. Lung, W. Ding, \u201cMobile Network Traffic Prediction Using MLP, MLPWD, and SVM\u201d, Proc. IEEE Int\u2019l Congress on Big Data, July 2016.<\/li>\n\n\n\n
                                      5. M. Si, C.-H. Lung, S. Ajila, W. Ding,\u201d An Empirical Investigation of Mobile Network Traffic Data for Resource Management\u201d, Proc. IEEE Int\u2019l Congress on Big Data, July 2016.<\/li>\n\n\n\n
                                      6. N. Mani, D.C. Petriu, C. M. Woodside, \u201cCross-Model Traceability for Coupled Transformation of Software and Performance Models\u201d, The 28th International Conference on Software Engineering and Knowledge Engineering (SEKE 2016), San Francisco Bay, CA, July 2016.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

                                        2022-2023 Journal Publications Conference Publications Patents 2021-2022 Journal Publications Book Chapters Conference Publications 2019-2020 Journal Publications Book Chapters Conference Publications Non-Refereed Technical Reports 2018-2019 Journal Publications Book Chapters Conference Publications 2017-2018 Journal Publications Book Chapters Conference Publications Posters 2016-2017 Journal Publications Conference Publications<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_cu_dining_location_slug":"","footnotes":"","_links_to":"","_links_to_target":""},"cu_page_type":[],"class_list":["post-137","page","type-page","status-publish","hentry"],"acf":{"cu_post_thumbnail":""},"_links":{"self":[{"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/pages\/137","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/comments?post=137"}],"version-history":[{"count":4,"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/pages\/137\/revisions"}],"predecessor-version":[{"id":425,"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/pages\/137\/revisions\/425"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/media?parent=137"}],"wp:term":[{"taxonomy":"cu_page_type","embeddable":true,"href":"https:\/\/carleton.ca\/rads\/wp-json\/wp\/v2\/cu_page_type?post=137"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}