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2020
Schmidt, D. C., "Google Data Collection", ISIS Technical Reports, no. ISIS-20-201: Vanderbilt University, 01/2020.  Download: google-data-collection.pdf (4.37 MB)
2019
Barve, Y., S. Shekhar, A. Chhokra, S. Khare, Z. Kang, A. Bhattacharjee, H. Sun, and A. Gokhale, "FECBench: A Holistic Interference-aware Approach for Application Performance Modeling", IEEE International Conference on Cloud Engineering (IC2E) , Prague, Czech Republic, June/2019. Abstract
Basak, S., F. Sun, S. Sengupta, and A. Dubey, "Data-Driven Optimization of Public Transit Schedule", Big Data Analytics (BDA 2019), Ahmedabad, Gujarat, India, Springer, Dec, 2019. Abstract  Download: bda_2019_optimization.pdf (2.23 MB)
Hartsell, C., N. Mahadevan, S. Ramakrishna, A. Dubey, T. Bapty, T. T. Johnson, X. Kousoukos, J. Szipanovits, and G. Karsai, "Model-Based Design for CPS with Learning-Enabled Components", Design Automation for CPS and IoT (DESTION 2019), Montreal, Canada, April 2019.
Basak, S., A. Aman, A. Laszka, A. Dubey, and B. Leao, "Data-Driven Detection of Anomalies and Cascading Failures in Traffic Networks", ANNUAL CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY , 2019. Abstract  Download: PHM_traffic_cascades_paper.pdf (1.91 MB)
Dubey, A., W. Emfinger, A. Gokhale, P. Kumar, D. McDermet, T. Bapty, and G. Karsai, "Enabling Strong Isolation for Distributed Real-time Applications in Edge Computing Scenarios", IEEE Aerospace and Electronic Systems Magazine, 2019. Abstract  Download: SYSAES-preprint.pdf (4.21 MB)
Mavridou, A., A. Laszka, E. Stachtiari, and A. Dubey, "VeriSolid: Correct-by-Design Smart Contracts for Ethereum", Financial Cryptograph, St. Kitts, 2019. Abstract  Download: verisolid.pdf (1.02 MB)
Potteiger, B., Z. Zhang, and X. Koutsoukos, "Integrated Data Space Randomization and Control Reconfiguration for Securing Cyber-Physical Systems", Symposium and Bootcamp for the Science of Security (HotSoS), Nashville, TN, 04/2019.
Mukhopadhyay, A., G. Pettet, C. Samal, A. Dubey, and Y. Vorobeychik, "An Online Decision-Theoretic Pipeline for Responder Dispatch", International Conference on Cyber-Physical Systems, 04/2019. Abstract  Download: ICCPS_CameraReady_2019_arxiv.pdf (3.2 MB)
Potteiger, B., H. Abdel-Aziz, H. Neema, and X. Koutsoukos, "Simulation Based Evaluation of Security and Resilience in Railway Infrastructure (Poster)", Symposium and Bootcamp for the Science of Security (HotSoS), Nashville, TN, 04/2019.
Neema, H., J. Sztipanovits, C. Steinbrink, T. Raub, B. Cornelsen, and S. Lehnhoff, "Simulation Integration Platforms for Cyber-Physical Systems", The First Workshop on Design Automation for CPS and IoT (DESTION 2019), Montreal, Canada, ACM, 04/2019. Abstract
Pettet, G., S. Sahoo, and A. Dubey, "Towards an Adaptive Multi-modal Traffic Analytics Framework at the Edge", International Workshop on Pervasive Flow of Things, Kyoto, Japan, IEEE, 03/2019. Abstract  Download: PerFotWorkshopPettet.pdf (1.52 MB)
Basak, S., A. Dubey, and B. P. Leao, "Analyzing the Cascading Effect of Traffic Congestion Using LSTM Networks", IEEE Big Data, Los Angeles, Ca, IEEE, 2019.  Download: Bigdata2019_paper.pdf (1.01 MB)
Zhang, Y., S. Eisele, A. Dubey, A. Laszka, and A. K. Srivastava, "Cyber-Physical Simulation Platform for Security Assessment of the Transactive Energy Systems", Modeling and Simulation of Cyber-Physical Energy Systems, Montreal, Canada, 2019. Abstract  Download: MSCPES_paper__Finished_.pdf (941.1 KB)
Hasan, S., A. Dubey, G. Karsai, and X. Koutsoukos, "A game-theoretic approach for power systems defense against dynamic cyber-attacks", International Journal of Electrical Power & Energy Systems, vol. 115, pp. 105432, 2019. Abstract  Download: hasan2019.pdf (519.26 KB)
Zhang, Z., Z. Zhan, D. Balasubramanian, B. Li, P. Volgyesi, and X. Kousoukos, Leveraging EM Side-Channel Information to Detect Rowhammer Attacks, , 2019.  Download: radar.pdf (5.86 MB)
Samal, C., A. Dubey, and L. J. Ratliff, Mobilytics-Gym: A Simulation Framework forAnalyzing Urban Mobility Decision Strategies, , 2019. Abstract
Oruganti, A., S. Basak, F. Sun, H. Baroud, and A. Dubey, "Modeling and Predicting the Cascading Effects of Delay in Transit Systems", Transportation Research Board Annual Meeting, 2019. Abstract  Download: final poster.pdf (907.77 KB)
Bhattacharjee, A., Y. Barve, S. Khare, S. Bao, and A. Gokhale, "Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks", USENIX Conference on Operational Machine Learning (OpML '19) , 2019.
2018
Hartsell, C., G. Karsai, and M. Lowry, "Timing analysis for UAS application software", 2018 IEEE Aerospace Conference, pp. 1-10, March 2018.
Bhattacharjee, A., Y. Barve, A. Gokhale, and T. Kuroda, "(WIP) CloudCAMP: Automating the Deployment and Management of Cloud Services", 2018 IEEE International Conference on Services Computing (SCC), pp. 237-240, July, 2018. Abstract
Bhattacharjee, A., Y. Barve, A. Gokhale, and T. Kuroda, "A Model-Driven Approach to Automate the Deployment and Management of Cloud Services", 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion), pp. 109-114, Dec, 2018. Abstract
Barve, Y., S. Shekhar, S. Khare, A. Bhattacharjee, and A. Gokhale, "UPSARA: A Model-Driven Approach for Performance Analysis of Cloud-Hosted Applications", 2018 IEEE/ACM 11th International Conference on Utility and Cloud Computing (UCC), pp. 1-10, Dec, 2018. Abstract  Download: PID5624157.pdf (863.37 KB)
Laszka, A., S. Eisele, A. Dubey, G. Karsai, and K. Kvaternik, "TRANSAX: A Blockchain-based Decentralized Forward-Trading Energy Exchange for Transactive Microgrids", The 24th International Conference on Parallel and Distributed Systems, Singapore, IEEE, 12/2018. Abstract  Download: TRANSAX-2018.pdf (479.27 KB)
Potteiger, B., Z. Zhang, and X. Koutsoukos, "Integrated Moving Target Defense and Control Reconfiguration for Securing Cyber-Physical Systems (Poster)", CPS PI Meeting, Alexandria, VA, 11/2018.
Garcia-Valls, M., A. Dubey, and V. Botti, "Introducing the new paradigm of Social Dispersed Computing: Applications, Technologies and Challenges", Journal of Systems Architecture, vol. 91, pp. 83-102, 11/2018. Abstract  Download: Journal1.pdf (1.88 MB)
Sun, F., A. Dubey, C. Kulkarni, N. Mahadevan, and A. G. Luna, "A Data Driven Health Monitoring Approach to Extending Small Sats Mission", ANNUAL CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY 2018, 09/2018. Abstract  Download: data-driven-health.pdf (2.29 MB)
Potteiger, B., S. Ramakrishna, D. Boursinos, and X. Koutsoukos, "Moving Target Defense for Securing Cyber-Physical Systems with Learning Enabled Components (Poster)", Workshop on Computational Cybersecurity in Compromised Environments (C3E), Atlanta, GA, 09/2018.
Neema, H., B. Potteiger, X. D. Koutsoukos, C. Y. Tang, and K. Stouffer, "Metrics-Driven Evaluation of Cybersecurity for Critical Railway Infrastructure", IEEE Resilience Week, Denver, Colorado, 08/2018. Abstract
Eisele, S., A. Laszka, A. Mavridou, and A. Dubey, "SolidWorx: A Resilient and Trustworthy Transactive Platform for Smart and Connected Communities", Blockchain-2018: The 2018 IEEE International Conference on Blockchain, vol. abs/1804.08133, Halifax, Nova Scotia, 08/2018. Abstract  Download: Eisele et al. - SolidWorx A Resilient and Trustworthy Transactive.pdf (881.45 KB)
Naug, A., and G. Biswas, "Data Driven Methods for Energy Reduction in Large Buildings", 4th IEEE International Conference on Smart Computing(SMARTCOMP 20018), Taormina, Sicily, Italy, IEEE Xplore, 07/2018. Abstract  Download: Data Driven Methods for Energy Reduction in Large Buildings.pdf (678.98 KB)
Samal, C., A. Dubey, and L. Ratliff, "Mobilytics-An Extensible, Modular and Resilient Mobility Platform", 2018 IEEE International Conference on Smart Computing (SMARTCOMP), Taormina, Italy, IEEE, pp. 356–361, 07/2018. Abstract  Download: mobilytics.pdf (458.09 KB)
Sun, F., A. Dubey, C. Samal, H. Baroud, and C. Kulkarni, "Short-Term Transit Decision Support System Using Multi-task Deep Neural Networks", 2018 IEEE International Conference on Smart Computing (SMARTCOMP), Taormina, Italy, IEEE, pp. 155-162, 07/2018. Abstract  Download: short_term_transit_dnn.pdf (1.66 MB)
Dubey, A., G. Karsai, P. Volgyesi, M. Metelko, I. Madari, H. Tu, Y. Du, and S. Lukic, "Device Access Abstractions for Resilient Information Architecture Platform for Smart Grid", Embedded System Letters, 05/2018.  Download: ESL_Paper.pdf (566 KB)
Potteiger, B., Z. Zhang, and X. Koutsoukos, "Integrated Instruction Set Randomization and Control Reconfiguration for Securing Cyber-Physical Systems (Poster)", Workshop on High Confidence and Software Systems (HCSS), Annapolis, MD, 05/2018.
Meijer, P., and A. Mavridou, How to Build a Design Studio with WebGME, , Nashville, Institute for Software Integrated Systems, 05/09/2018.  Download: isis-tech-report-How-to-Build-a-Design-Studio-with-WebGME.pdf (786.59 KB)
Potteiger, B., Z. Zhang, and X. Koutsoukos, "Integrated Instruction Set Randomization and Control Reconfiguration for Securing Cyber-Physical Systems (accepted)", Symposium and Bootcamp on the Science of Security, Raleigh, NC, ACM, 04/2018.
Neema, H., B. Potteiger, X. Kousoukos, G. Karsai, P. Volgyesi, and S. Janos, "Integrated Simulation Testbed for Security and Resilience of CPS", The 33rd ACM Symposium on Applied Computing - Cyber-Physical Systems Track, Pau, France, ACM, 04/2018. Abstract
Barve, Y., H. Neema, S. Rees, and J. Sztipanovits, "Towards a Design Studio for Collaborative Modeling and Co-Simulations of Mixed Electrical Energy Systems", Third International Workshop on Science of Smart City Operations and Platforms Engineering (SCOPE), Porto, Portugal, 04/2018. Abstract
Chhokra, A., A. Dubey, N. Mahadevan, G. Karsai, D. Balasubramanian, and S. Hasan, "Hierarchical Reasoning about Faults in Cyber-Physical Energy Systems using Temporal Causal Diagrams", International Journal of Prognostics and Health Management, vol. 9, no. 1, 02/2018. Abstract  Download: ijphm_18_001.pdf (3.8 MB)
Hasan, S., A. Ghafouri, A. Dubey, G. Karsai, and X. Kousoukos, "Vulnerability Analysis of Power Systems Based on Cyber-Attack and Defense Models", ISGT, Washington DC, IEEE, 02/2018. Abstract  Download: ISGT-2018.pdf (393.8 KB); ISGT_2018_presentation_new.pdf (823.5 KB)
Neema, H., Large-Scale Integration of Heterogeneous Simulations, , vol. PhD Dissertation, Nashville, TN, Vanderbilt University, 01/2018. Abstract
Burns, M., T. Roth, E. Griffor, P. Boynton, S. Janos, and H. Neema, "Universal CPS Environment for Federation (UCEF)", 2018 Winter Simulation Innovation Workshop, Orlando, FL, Simulation Interoperability Standards Organization (SISO), 01/2018. Abstract
Sun, F., A. Dubey, C. Kulkarni, and A. Guarneros, "Distributed and Stacked Neural Network for Anomaly Detection in Small Satellites", 15th Annual Cubesat Developer Workshop, San Luis Obispo, 2018. Abstract
Sztipanovits, J., T. Bapty, E. Jackson, X. Koutsoukos, Z. Lattmann, and S. Neema, "Model and Tool Integration Platforms for Cyber-Physical System Design", Proceedings of the IEEE, 2018.  Download: Manuscript-Integration Platforms PIEE 2018.pdf (1.09 MB)
Karsai, G., X. Kousoukos, H. Neema, P. Volgyesi, and S. Janos, "Simulation-Based Analysis of Cyber Resilience in Cyber-Physical Systems", Cyber Resilience of Networks and Systems: Springer, 2018.
2017
Sun, F., A. Dubey, J. White, and A. Gokhale, "A smart public transportation decision support system with multi-timescale analytical services", Cluster Computing, Special Issue on DDDAS, to appear, 2017. Abstract  Download: dddas2016.pdf (3.72 MB)
Samal, C., F. Sun, and A. Dubey, "SpeedPro: A Predictive Multi-Model Approach for Urban Traffic Speed Estimation", Second IEEE Workshop on Smart Service Systems (SmartSys 2017), Hong Kong, China, may, 2017. Abstract  Download: speedpro.pdf (378.09 KB)
Hasan, S., A. Dubey, A. Chhokra, N. Mahadevan, G. Karsai, and X. D. Koutsoukos, "A Modeling Framework to Integrate Exogenous Tools for Identifying Critical Components in Power Systems", CPS Week- MSCPES, 2017.  Download: MSCPES_paper.pdf (867 KB); MSCPES_presentation.pdf (1.23 MB)
Hasan, S., A. Chhokra, A. Dubey, N. Mahadevan, and G. Karsai, "A Simulation Testbed for Cascade Analysis", IEEE PES Innovative Smart Grid Technologies (ISGT), 2017. Abstract  Download: ISGT_2017_paper1.pdf (728.09 KB); ISGT_2017_presentation.pdf (857.13 KB)