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Publications

Journals

  1. Xiang Fang, Blaise Genest and Arvind Easwaran, "Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data", Elsevier Expert Systems with Applications (ESWA), to appear.
  2. Suman Das, Michael Yuhas, Rachel Koh and Arvind Easwaran, "Interpretable Latent Space for Meteorological Out-of-Distribution Detection via Weak Supervision", ACM Transactions on Cyber-Physical Systems (TCPS), Volume 8, Issue 2, Pages 1-26, May 2024.
  3. Subrat Prasad Panda, Blaise Genest, Arvind Easwaran, Rémy Rigo-Mariani and PengFeng Lin, "Methods for Mitigating Uncertainty in Real-Time Operations of a Connected Microgrid", Elsevier Sustainable Energy, Grids and Networks (SEGAN), Volume 38, Article No. 101334, June 2024.(arXiv)
  4. Ankita Samaddar and Arvind Easwaran, "Online Distributed Schedule Randomization to Mitigate Timing Attacks in Industrial Control Systems", ACM Transactions on Embedded Computing Systems (TECS), Volume 22, Issue 6, Pages 1-39, November 2023.(ACM Digital Library)
  5. Ankita Samaddar and Arvind Easwaran, "Online Schedule Randomization to Mitigate Timing Attacks in 5G Periodic URLLC Communications", ACM Transactions on Sensor Networks (TOSN), Volume 19, Issue 4, Pages 1-26, July 2023.
  6. Sundar Vijayakumar, Saravanan Ramanathan and Arvind Easwaran, "Design and Analyses of Functional Mode Changes for Mixed-Criticality Systems", Springer Real-Time Systems, Volume 59, Pages 69-121, August 2022.(Springer-SharedIt)
  7. Zhonglin Chiam, Elias Papas, Arvind Easwaran, Corinne Alonso and Bruno Estibals, "Holistic optimization of the operation of a GCHP system: A case study on the ADREAM building in Toulouse, France", Applied Energy, Volume 321, September 2022.
  8. Shreyas Ramakrishna, Zahra Rahiminasab, Gabor Karsai, Arvind Easwaran and Abhishek Dubey, "Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems", ACM Transactions on Cyber-Physical Systems, Volume 6, Issue 2, Pages 15:1-15:34, April 2022.(arXiv)
  9. Heejong Park, Arvind Easwaran and Etienne Borde, "Online Cycle Detection for Models with Mode-Dependent Input and Output Dependencies", Elsevier Journal of Systems Architecture, Volume 15, May 2021.(arXiv)
  10. Saravanan Ramanathan, Nitin Shivaraman, Seima Suryasekaran, Arvind Easwaran, Etienne Borde and Sebastian Steinhorst, "A Survey on Time-Sensitive Resource Allocation in the Cloud Continuum", De Gruyter Methods and Applications of Informatics and Information Technology, Volume 62, Issue 5-6, Pages 241-255, 2020.(arXiv)
  11. Mainak Dan, Seshadhri Srinivasan, Suresh Sundaram, Arvind Easwaran and Luigi Glielmo, "A Scenario-based Branch-and-Bound Approach for MES Scheduling in Urban Buildings", IEEE Transactions on Industrial Informatics, Volume 16, Issue 12, Pages 7510-7520, December 2020.(arXiv)
  12. Ankita Samaddar, Arvind Easwaran and Rui Tan, "A Schedule Randomization Policy to Mitigate Timing Attacks in WirelessHART Networks", Springer Real-Time Systems, Volume 56, Pages 452-489, October 2020.(Springer-SharedIt)
  13. Hyeonjoong Cho and Arvind Easwaran, "Flow Network Models for Online Scheduling Real-Time Tasks on Multiprocessors", IEEE Access, Volume 8, Pages: 172136-172151, September 2020.(DR-NTU)
  14. Linshan Jiang, Rui Tan and Arvind Easwaran, "Resilience Bounds of Network Clock Synchronization with Fault Correction", ACM Transactions on Sensor Networks, Volume 16, Issue 4, September 2020.(arXiv)
  15. Debjyoti Bhattacharjee, Yaswanth Tavva, Arvind Easwaran and Anupam Chattopadhyay, "Crossbar-Constrained Technology Mapping for ReRAM based In-Memory Computing", IEEE Transactions on Computers, Volume 69, Issue 5, Pages: 734-748, May 2020.(arXiv)
  16. Hyeonjoong Cho, Chulgoo Kim, Joohyung Sun, Arvind Easwaran, Ju-Derk Park and Byeong-Cheol Choi, "Scheduling Parallel Real-time Tasks on the Minimum Number of Processors", IEEE Transactions on Parallel and Distributed Systems, Volume 31, Issue 1, Pages 171-186, January 2020.
  17. Joohyung Sun, Hyeonjoong Cho, Arvind Easwaran, Ju-Derk Park and Byeong-Cheol Choi, "Flow Network-based Real-Time Scheduling for Reducing Static Energy Consumption on Multiprocessors", IEEE Access, Volume 7, Issue 1, Pages 1330-1344, December 2019.(DR-NTU)
  18. Arpita Bhattacharjee, Arvind Easwaran, Melvin Khee-Shing Leow and Namjoon Cho, "Design of an Online-Tuned Model Based Compound Controller for a Fully-Automated Artificial Pancreas", Springer Journal of Medical & Biological Engineering & Computing, Volume 57, Issue 7, Pages 1437-1449, July 2019.(Springer-SharedIt)
  19. Xiaozhe Gu and Arvind Easwaran, "Dynamic Budget Management and Budget Reclamation for Mixed-Criticality Systems", Springer Real-Time Systems, Volume 55, Issue 3, Pages 552-597, July 2019.(Springer-SharedIt)
  20. Zhonglin Chiam, Arvind Easwaran, David Mouquet, Samira Fazlollahi and Jaume V. Millás, "A Hierarchical Framework for Holistic Optimization of the Operations of District Cooling Systems", Elsevier Applied Energy, Volume 239, Pages 23-40, April 2019.
  21. Sidharta Andalam, Daniel Jun Xian Ng, Arvind Easwaran and Karthik Thangamariappan, "Contract-based Methodology for Developing Resilient Cyber-Infrastructure in the Industry 4.0 Era", IEEE Embedded Systems Letters, Volume 11, Issue 1, Pages 5-8, March 2019.(arXiv)
  22. Mohammad Shihabul Haque, Daniel Jun Xian Ng, Arvind Easwaran and Karthik Thangamariappan, "Contract-based Hierarchical Resilience Management for Cyber-Physical Systems", IEEE Computer, Volume 51, Issue 11, November 2018.(arXiv)
  23. Saravanan Ramanathan, Arvind Easwaran and Hyeonjoong Cho, "Multi-Rate Fluid Scheduling of Mixed-Criticality Systems on Multiprocessors", Springer Real-Time Systems, Volume 54, Issue 2, Pages 247-277, April 2018.(arXiv)
  24. Jaewoo Lee, Saravanan Ramanathan, Kieu-My Phan, Arvind Easwaran, Insik Shin and Insup Lee, "MC-Fluid: Multi-core Fluid-based Mixed-Criticality Scheduling", IEEE Transactions on Computers, Volume 67, Issue 4, Pages 469-483, April 2018.
  25. Arpita Bhattacharjee, Arvind Easwaran, Melvin Khee-Shing Leow and Namjoon Cho, "Evaluation of an Artificial Pancreas in In Silico Patients with Online-Tuned Internal Model Control", Elsevier Journal of Biomedical Signal Processing and Control, Volume 41, Pages 198-209, March 2018.
  26. Xiaozhe Gu and Arvind Easwaran, "Efficient Schedulability Test for Dynamic-Priority Scheduling of Mixed-Criticality Systems", ACM Transactions on Embedded Computing Systems, Volume 17, Issue 1, Pages 24:1-24:24, November 2017.(arXiv)
  27. Xue Bai, Zhikun She and Arvind Easwaran, "Under-Approximating Backward Reachable Sets by Semialgebraic Sets", IEEE Transactions on Automatic Control, Volume 62, Issue 10, Pages 5185-5197, October 2017.
  28. Xue Bai, Arvind Easwaran, Namjoon Cho and Martin Fränzle, "Reach-Avoid Verification for Nonlinear Systems Based on Boundary Analysis", IEEE Transactions on Automatic Control (Technical Note), Volume 62, Issue 7, Pages 3518-3523, July 2017.
  29. Hoon Sung Chwa, Jinkyu Lee, Jiyeon Lee, Kiew-My Phan, Arvind Easwaran and Insik Shin, "Global EDF Schedulability Analysis for Parallel Tasks on Multi-core Platforms", IEEE Transactions on Parallel and Distributed Systems, Volume 28, Issue 5, Pages 1331-1345, May 2017.
  30. Jinkyu Lee, Kang G. Shin, Insik Shin and Arvind Easwaran, "Composition of Schedulability Analyses for Real-Time Multiprocessor Systems", IEEE Transactions on Computers, Volume 64, Issue 4, Pages 941-954, April 2015.
  31. Jinkyu Lee, Arvind Easwaran and Insik Shin, "Contention-Free Executions for Real-Time Multiprocessor Scheduling", ACM Transactions on Embedded Computing Systems, Volume 13, Issue 2, Pages 69:1-69:25, January 2014.
  32. Jinkyu Lee, Arvind Easwaran and Insik Shin, "Laxity Dynamics and LLF Schedulability Analysis on Multiprocessor Platforms", Springer Real-Time Systems, Volume 48, Issue 6, Pages 716-749, November 2012.
  33. Jinkyu Lee, Insik Shin and Arvind Easwaran, "Convex Optimization Framework for Intermediate Deadline Assignment in Soft and Hard Real-Time Distributed Systems", Elsevier Journal of Systems and Software, Volume 85, Issue 10, Pages 2331-2339, October 2012.
  34. Jinkyu Lee, Arvind Easwaran, Insik Shin and Insup Lee, "Zero-Laxity based Real-Time Multiprocessor Scheduling", Elsevier Journal of Systems and Software, Volume 84, Issue 12, Pages 2324-2333, December 2011.
  35. Björn Andersson and Arvind Easwaran, "Provably Good Multiprocessor Scheduling with Resource Sharing", Springer Real-Time Systems, Volume 46, Issue 2, Pages 153-159, October 2010.
  36. Arvind Easwaran, Insik Shin and Insup Lee, "Optimal Virtual Cluster-based Multiprocessor Scheduling", Springer Real-Time Systems, Volume 43, Issue 1, Pages 25-59, September 2009.(arXiv)

Conferences

  1. Mohit Prashant, Arvind Easwaran, Suman Das and Michael Yuhas, "Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation", Annual AAAI Conference on Artificial Intelligence (AAAI), 2025.
  2. Chuanchao Gao, Niraj Kumar and Arvind Easwaran, "Energy-Efficient Real-Time Job Mapping and Resource Management in Mobile-Edge Computing", IEEE Real-Time Systems Symposium (RTSS), 2024.
  3. Subrat Panda, Blaise Genest, Arvind Easwaran and Ponnuthurai Suganthan, "Vanilla Gradient Descent for Oblique Decision Trees", European Conference on Artificial Intelligence (ECAI), 2024.(arXiv)
  4. Mainak Dan and Arvind Easwaran, "A Cooperative Bargaining Game Framework for Vehicle-to-Vehicle Energy Sharing and Trading at Charging Stations", IEEE International Conference on Intelligent Transportation Systems (ITSC), 2024.
  5. Ankita Samaddar and Arvind Easwaran, "A Location Validation Technique to Mitigate GPS Spoofing Attacks in IEEE 802.11p based Fleet Operator's Network of Electric Vehicles", IEEE International Conference on Intelligent Transportation Systems (ITSC), 2024.
  6. Xiang Fang, Blaise Genest and Arvind Easwaran, "Uncertainty-Guided Appearance-Motion Association Network for Out-of-Distribution Action Detection", IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2024 (Best Student Paper Award).
  7. Aditya Bansal, Michael Yuhas and Arvind Easwaran, "Compressing VAE-Based Out-of-Distribution Detectors for Embedded Deployment", IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2024.(arXiv)
  8. Eduardo de Conto, Blaise Genest and Arvind Easwaran, "Function+Data Flow: A Framework to Specify Machine Learning Pipelines for Digital Twinning", ACM International Conference on AI-powered Software (AIware), 2024.(arXiv)
  9. Sharath Ram Kumar, Arvind Easwaran, Benoit Delinchant and Rémy Rigo-Mariani, "Real-time Retail Electricity Pricing Using Offline Reinforcement Learning", ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2024.(HAL)
  10. James Arambam Singh and Arvind Easwaran, "PAS: Probably Approximate Safety Verification of Reinforcement Learning Policy Using Scenario Optimization", International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 2024.(ifaamas)
  11. Niraj Kumar, Chuanchao Gao and Arvind Easwaran, "Optimal Fixed Priority Scheduling in Multi-Stage Multi-Resource Distributed Real-Time Systems", Design Automation and Test in Europe (DATE), 2024.
  12. Sharath Ram Kumar, Arvind Easwaran, Benoit Delinchant and Rémy Rigo-Mariani, "Towards Safe Model-Free Building Energy Management using Masked Reinforcement Learning", IEEE PES Conference on Innovative Smart Grid Technologies (ISGT Europe), 2023.(HAL)
  13. Michael Yuhas and Arvind Easwaran, "Co-Design of Out-of-Distribution Detectors for Autonomous Emergency Braking Systems", IEEE International Conference on Intelligent Transportation Systems (ITSC), 2023.(arXiv)
  14. Michael Yuhas and Arvind Easwaran, "Demo Abstract: Real-Time Out-of-Distribution Detection on a Mobile Robot", RTSS@Work Session of IEEE Real-Time Systems Symposium (RTSS), 2022.(arXiv)
  15. Chuanchao Gao, Shaan Aryaman and Arvind Easwaran, "Deadline-constrained Multi-resource Task Mapping and Allocation for Edge-Cloud Systems", IEEE Global Communications Conference (GLOBECOM), 2022.(arXiv)
  16. Mohit Prashant and Arvind Easwaran, "PAC-Based Formal Verification for Out-of-Distribution Data Detection", IEEE International Conference on System Reliability and Safety (ICSRS), 2022.
  17. Zahra Rahiminasab, Michael Yuhas and Arvind Easwaran, "Out of Distribution Reasoning by Weakly-Supervised Disentangled Logic Variational Autoencoder", IEEE International Conference on System Reliability and Safety (ICSRS), 2022.
  18. Jose Peeterson and Arvind Easwaran, "Event-Driven Real-Time Multi-Objective Charging Schedule Optimization For Electric Vehicle Fleets", IEEE International Conference on Intelligent Transportation Systems (ITSC), 2022.
  19. Michael Yuhas, Daniel Jun Xian Ng and Arvind Easwaran, "Design Methodology for Deep Out-of-Distribution Detectors in Real-Time Cyber-Physical Systems", IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2022.(arXiv)
  20. Nitin Shivaraman, Patrick Schuster, Saravanan Ramanathan, Arvind Easwaran and Sebastian Steinhorst, "Cluster-based Network Time Synchronization for Resilience with Energy Efficiency", IEEE Real-Time Systems Symposium (RTSS), 2021.(arXiv)
  21. Nitin Shivaraman, Jakob Fittler, Saravanan Ramanathan, Arvind Easwaran and Sebastian Steinhorst, "A Novel Load Distribution Strategy for Aggregators using IoT-Enabled Mobile Devices", IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2021.(arXiv)
  22. Yeli Feng, Daniel Jun Xian Ng and Arvind Easwaran, "Improving Variational Autoencoder based Out-of-Distribution Detection for Embedded Real-time Applications", ACM & IEEE International Conference on Embedded Software (EMSOFT), 2021 (published in ACM Transactions on Embedded Computing Systems, Volume 20, Issue 5s, Pages 1-26, October 2021).(arXiv)
  23. Omar Al-Bataineh, Daniel Jun Xian Ng and Arvind Easwaran, "Monitoring Cumulative Cost Properties", IEEE International Conference on Formal Methods in Software Engineering (FORMALISE), 2021.(arXiv)
  24. Chuanchao Gao, Heejong Park and Arvind Easwaran, "An Anomaly Detection Framework for Digital Twin Driven Cyber-Physical Systems", IEEE/ACM International Conference on Cyber-Physical Systems (ICCPS), 2021.(pdf)
  25. Bai Xue, Miaomiao Zhang, Arvind Easwaran and Qin Li, "PAC Model Checking of Black-Box Continuous-Time Dynamical Systems", ACM & IEEE International Conference on Embedded Software (EMSOFT), 2020 (published in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Volume 39, Issue 11, Pages 3944-3955, November 2020).(arXiv)
  26. Emanuel Regnath, Nitin Shivaraman, Shanker Shreejith, Arvind Easwaran and Sebastian Steinhorst, "Blockchain, what time is it? Trustless Datetime Synchronization for IoT", IEEE International Conference on Omni-layer Intelligent systems (COINS), 2020.
  27. Nitin Shivaraman, Saravanan Ramanathan, Shanker Shreejith, Arvind Easwaran and Sebastian Steinhorst, "DeCoRIC: Decentralized Connected Resilient IoT Clustering", IEEE International Conference on Computer, Communication and Networks (ICCCN), 2020.(arXiv)
  28. Prasanna Ravi, Vijaya Kumar Sundar, Anupam Chattopadhyay, Shivam Bhasin and Arvind Easwaran, "Authentication Protocol for Secure Automotive Systems: Benchmarking Post-Quantum Cryptography", IEEE International Symposium on Circuits and Systems (ISCAS), 2020.
  29. Zhiheng Xu and Arvind Easwaran, "A Game-Theoretic Approach to Secure Estimation and Control for Cyber-Physical Systems with a Digital Twin", IEEE/ACM International Conference on Cyber-Physical Systems (ICCPS), 2020.(arXiv)
  30. Nitin Shivaraman, Seima Suriyasekaran, Zhiwei Liu, Saravanan Ramanathan, Arvind Easwaran and Sebastian Steinhorst, "Real-Time Energy Monitoring in IoT-enabled Mobile Devices", Design, Automation and Test in Europe (DATE), 2020.(arXiv)
  31. Heejong Park, Arvind Easwaran and Sidharta Andalam, "Twin-in-the-Loop Architecture for Cyber-Physical Production Systems", IEEE International Conference on Computer Design (ICCD), 2019.(arXiv)
  32. Jalil Boudjadar, Saravanan Ramanathan, Arvind Easwaran and Ulrik Nyman, "Combining Task-level and System-level Scheduling Modes for Mixed Criticality Systems", International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2019.(arXiv)
  33. Bai Xue, Martin Fränzle, Hengjun Zhao, Naijun Zhan and Arvind Easwaran, "Probably Approximate Safety Verification of Hybrid Dynamical Systems", International Conference on Formal Engineering Methods (ICFEM), 2019.
  34. ZhongLin Chiam and Arvind Easwaran, "Real-Time Optimization of the Operations of District Cooling Systems via Deep Reinforcement Learning and Mixed Integer Linear Programming", International Conference on Applied Energy (ICAE), 2019.
  35. Zhiheng Xu, Daniel Jun Xian Ng and Arvind Easwaran, "Automatic Generation of Hierarchical Contracts for Resilience in Cyber-Physical Systems", IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2019.(arXiv)
  36. Rutvij Jhaveri, Rui Tan, Arvind Easwaran and Sagar Ramani, "Managing Industrial Communication Delays with Software-Defined Networking", IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), 2019.(arXiv)
  37. Vijayakumar Sundar and Arvind Easwaran, "Demo Abstract: Testbed for Practical Considerations In Mixed Criticality System Design", Demo Session of IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2019.
  38. Vijayakumar Sundar and Arvind Easwaran, "A Practical Degradation Model for Mixed-Criticality Systems", IEEE International Symposium on Real-Time Computing (ISORC), 2019.
  39. Ankita Samaddar, Zahra Rahiminasab, Arvind Easwaran, Ansuman Banerjee and Xue Bai, "Linearization based Safety Verification of a Glucose Control Protocol", IEEE International Symposium on Real-Time Computing (ISORC), 2019.
  40. Daniel Jun Xian Ng, Arvind Easwaran and Sidharta Andalam, "Demo Abstract: Contract-based Hierarchical Resilience Framework for Cyber-Physical Systems", Demo Session of IEEE International Conference on Cyber-Physical Systems (ICCPS), 2019.(arXiv)
  41. Xiaozhe Gu and Arvind Easwaran, "Towards Safe Machine Learning for CPS: Infer Uncertainty from Training Data", IEEE/ACM International Conference on Cyber-Physical Systems (ICCPS), 2019.(arXiv)
  42. Rui Tan, Linshan Jiang, Arvind Easwaran and Jothi Prasanna Shanmuga Sundaram, "Resilience Bounds of Sensing-Based Network Clock Synchronization", International Conference on Parallel and Distributed Systems (ICPADS), Pages 894-902, 2018.
  43. Jin Hyun Kim, Kyong Hoon Kim, Arvind Easwaran and Insup Lee, "Towards Overhead-Free Interface Theory for Compositional Hierarchical Real-Time Systems", ACM & IEEE International Conference on Embedded Software (EMSOFT), 2018 (published in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Volume 37, Issue 11, Pages 2869-2880, November 2018).
  44. Mohammad Shihabul Haque and Arvind Easwaran, "Predictability and Performance Aware Replacement Policy PVISAM for Unified Shared Caches in Real-time Multicores", ACM & IEEE International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), 2018 (published in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Volume 37, Issue 11, Pages 2720-2731, November 2018).
  45. Xiaozhe Gu, Arvind Easwaran and Risat Pathan, "Design and Analysis for Dual Priority Scheduling", IEEE International Symposium on Real-Time Computing (ISORC), Pages 164-173, 2018.
  46. Saravanan Ramanthan and Arvind Easwaran, "Mixed-Criticality Scheduling on Multiprocessors with Service Guarantees", IEEE International Symposium on Real-Time Computing (ISORC), Pages 17-24, 2018.
  47. Mohammad Shihabul Haque, Sriram Vasudevan, Nihar Sriram, Arvind Easwaran, Y.C. Tay and Akash Kumar, "A Self-Reconfiguring Cache Architecture to Improve Control Quality in Cyber Physical Systems", IEEE International Symposium on Real-Time Computing (ISORC), Pages 116-123, 2018.
  48. Sidharta Andalam, Daniel Jun Xian Ng, Arvind Easwaran and Karthikeyan Thangamariappan, "CLAIR: A Contract-based Framework for Developing Resilient CPS Architectures", IEEE International Symposium on Real-Time Computing (ISORC), Pages 33-41, 2018.(arXiv)
  49. Dorin Maxim, Robert I. Davis, Liliana Cucu-Grosjean and Arvind Easwaran, "Probabilistic Analysis for Mixed Criticality Systems using Fixed Priority Preemptive Scheduling", International Conference on Real-Time Networks and Systems (RTNS), Pages 237-246, 2017.
  50. Nitin Shivaraman, Arvind Easwaran and Sebastian Steinhorst, "Efficient Decentralized Active Balancing Strategy for Smart Battery Cells", Design Automation and Test in Europe (DATE), Pages 1522-1527, 2017.
  51. Saravanan Ramanathan and Arvind Easwaran, "Utilization Difference Based Partitioned Scheduling of Mixed-Criticality Systems", Design Automation and Test in Europe (DATE), Pages 238-243, 2017.(arXiv)
  52. Arpita Bhattacharjee, Arvind Easwaran, Melvin Khee-Shing Leow and Namjoon Cho, "Abstract: Online-tuned Model Based Compound Controller for Blood Glucose Regulation in Type-1 Diabetic Patient", Diabetes Technology & Therapeutics, Volume 19, Issue S1, February 2017: Publication of International Conference on Advanced Technologies and Treatments for Diabetes (ATTD).
  53. Arvind Easwaran, Anupam Chattopadhyay and Shivam Bhasin, "A Systematic Security Analysis of Real-Time Cyber-Physical Systems", IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), Pages 206-213, 2017.
  54. Debjyoti Bhattacharjee, Arvind Easwaran and Anupam Chattopadhyay, "Area constrained Technology Mapping for In-Memory Computing using ReRAM devices", IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), Pages 69-74, 2017.
  55. Sanjoy Baruah, Arvind Easwaran and Zhishan Guo, "Mixed-criticality Scheduling to Minimize Makespan", IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS), Pages 7.1-7.13, 2016.
  56. Xiaozhe Gu and Arvind Easwaran, "Dynamic Budget Management with Service Guarantees for Mixed-Criticality Systems", IEEE Real-Time Systems Symposium (RTSS), Pages 47-56, 2016.(arXiv)
  57. Xue Bai, Zhikun She and Arvind Easwaran, "Under-Approximating Backward Reachable Sets by Polytopes", Computer-Aided Verification (CAV), Pages 457-476, 2016.
  58. Nitin Shivaraman, Sriram Vasudevan and Arvind Easwaran, "Demo Abstract: Predictable SoC architecture based on COTS multi-core", Demo Session of IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS) 2016.
  59. Sanjoy Baruah, Arvind Easwaran and Zhishan Guo, "MC-Fluid: Simplified and Optimally Quantified", IEEE Real-Time Systems Symposium (RTSS), Pages 327-337, 2015.
  60. Xiaozhe Gu, Arvind Easwaran, Kieu-My Phan and Insik Shin, "Resource Efficient Isolation Mechanisms in Mixed-Criticality Systems", Euromicro Conference in Real-Time Systems (ECRTS), Pages 13-24, 2015.(arXiv)
  61. Jaewoo Lee, Kieu-My Phan, Xiaozhe Gu, Jiyeon Lee, Arvind Easwaran, Insik Shin and Insup Lee, "MC-Fluid: Fluid Model-based Mixed-Criticality Scheduling on Multiprocessors", IEEE Real-Time Systems Symposium (RTSS), Pages 41-52, 2014.
  62. Kizheppatt Vipin, Shreejith S., Suhaib A. Fahmy and Arvind Easwaran, "Mapping Time-Critical Safety-Critical Cyber Physical Systems to Hybrid FPGAs", IEEE International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA), Pages 31-36, 2014.
  63. Arvind Easwaran, "Demand-based Scheduling of Mixed-Criticality Sporadic Tasks on One Processor", IEEE Real-Time Systems Symposium (RTSS), Pages 78-87, 2013.(arXiv)
  64. Hoon Sung Chwa, Jinkyu Lee, Kieu-My Phan, Arvind Easwaran and Insik Shin, "Global EDF Schedulability Analysis for Synchronous Parallel Tasks on Multicore Platforms", Euromicro Conference in Real-Time Systems (ECRTS), Pages 25-34, 2013.
  65. Hoon Sung Chwa, Hyoungbu Back, Sanjian Chen, Jinkyu Lee, Arvind Easwaran, Insik Shin and Insup Lee, "Extending Task-level to Job-level Fixed Priority Assignment and Schedulability Analysis Using Pseudo-deadlines", IEEE Real-Time Systems Symposium (RTSS), Pages 51-62, 2012 (Best Paper Award).
  66. Bruno Dutertre, Arvind Easwaran, Brendan Hall and Wilfred Steiner, "Model-based Analysis of Timed-Triggered Ethernet", IEEE/AIAA Digital Avionics Systems Conference (DASC), Pages 1-25, 2012 (Best Session/Track Paper Award).
  67. Dakshina Dasari, Björn Andersson, Vincent Nelis, Stefan M. Petters, Arvind Easwaran and Jinkyu Lee, "Response Time Analysis of COTS-Based Multicores Considering the Contention on the Shared Memory Bus", IEEE International Conference on Embedded Software and Systems (ICESS), Pages 1068-1075, 2011.
  68. Jinkyu Lee, Arvind Easwaran and Insik Shin, "Maximizing Contention-Free Executions in Multiprocessor Scheduling", IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), Pages 235-244, 2011 (Best Student Paper Award).
  69. Jinkyu Lee, Arvind Easwaran and Insik Shin, "LLF Schedulability Analysis on Multiprocessor Platforms", IEEE Real-Time Systems Symposium (RTSS), Pages 25-36, 2010.
  70. Jinkyu Lee, Insik Shin and Arvind Easwaran, "Online Robust Optimization Framework for QoS Guarantees in Distributed Soft Real-Time Systems", ACM International Conference on Embedded Software (EMSOFT), Pages 89-98, 2010.
  71. Arvind Easwaran and Björn Andersson, "Resource Sharing in Global Fixed-Priority Preemptive Multiprocessor Scheduling", IEEE Real-Time Systems Symposium (RTSS), Pages 377-386, 2009.
  72. Arvind Easwaran, Insup Lee, Oleg Sokolsky and Steve Vestal, "A Compositional Scheduling Framework for Digital Avionics Systems", IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Pages 371-380, 2009.
  73. Insik Shin, Arvind Easwaran and Insup Lee, "Hierarchical Scheduling Framework for Virtual Clustering of Multiprocessors", Euromicro Conference in Real-Time Systems (ECRTS), Pages 181-190, 2008.
  74. Madhukar Anand, Arvind Easwaran, Sebastian Fischmeister and Insup Lee, "Compositional Feasibility Analysis of Conditional Real-Time Task Models", IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), Pages 391-398, 2008.
  75. Arvind Easwaran, Madhukar Anand and Insup Lee, "Compositional Analysis Framework using EDP Resource Models", IEEE Real-Time Systems Symposium (RTSS), Pages 129-138, 2007.
  76. Arvind Easwaran, Insup Lee, Insik Shin and Oleg Sokolsky, "Compositional Schedulability Analysis of Hierarchical Real-Time Systems", IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), Pages 274-281, 2007.
  77. Arvind Easwaran, Insik Shin, Oleg Sokolsky and Insup Lee, "Incremental Schedulability Analysis of Hierarchical Real-Time Components", IEEE International Conference on Embedded Software (EMSOFT), Pages 272-281, 2006.

Workshops

  1. Sharath Ram Kumar, Benoit Delinchant, Rémy Rigo-Mariani and Arvind Easwaran, "Action Masking for Safer Model-Free Building Energy Management", ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), Posters and Demos, 2023 (HAL) (Best Poster Award).
  2. Chuanchao Gao and Arvind Easwaran, "Work-in-Progress: Deadline-Constrained Multi-Resource Allocation in Edge-Cloud System", Brief-Presentations Session of IEEE Real-Time Systems Symposium (RTSS), 2022.
  3. Sharath Ram Kumar, Arvind Easwaran, Benoit Delinchant and Rémy Rigo-Mariani, "Behavioural Cloning based RL Agents for District Energy Management", ACM SIGEnergy Workshop on Reinforcement Learning for Energy Management in Buildings and Cities (RLEM), 2022.
  4. Yeli Feng, Daniel Jun Xian Ng and Arvind Easwaran, "A Unified Perspective on Adversarial and Out-of-Distribution Detection in the Open World", Engineering Dependable and Secure Machine Learning Systems (EDSMLS) - co-located with AAAI, 2022.
  5. Ankita Samaddar, Arvind Easwaran and Rui Tan, "Work Already Published: A Schedule Randomization Policy to Mitigate Timing Attacks in WirelessHART Networks", Brief-Presentations Session of IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2021.
  6. Michael Yuhas, Yeli Feng, Daniel Jun Xian Ng, Zahra Rahiminasab and Arvind Easwaran, "Embedded Out-of-Distribution Detection on an Autonomous Robot Platform", Design Automation for CPS and IoT (DESTION), 2021.(arXiv)
  7. Yeli Feng and Arvind Easwaran, "WiP Abstract - Robust Out-of-distribution Motion Detection and Localization in Autonomous CPS", Work-in-Progress Session of the IEEE/ACM International Conference on Cyber-Physical Systems (ICCPS), 2021.(arXiv)
  8. Shreyas Ramakrishna, Zahra Rahiminasab, Arvind Easwaran and Abhishek Dubey, "WIP: Resource Efficient Multi-class Out-of-distribution reasoning for Perception Based Networks", Work-in-Progress Session of the IEEE/ACM International Conference on Embedded Software (EMSOFT), 2020.
  9. Vijaya Kumar Sundar, Shreyas Ramakrishna, Zahra Rahiminasab, Arvind Easwaran and Abhishek Dubey, "Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of beta-VAE", Workshop on Assured Autonomous Systems (WAAS), 2020.(arXiv)
  10. Nitin Shivaraman, Patrick Schuster, Saravanan Ramanathan, Arvind Easwaran and Sebastian Steinhorst, "Poster Abstract: C-Sync: The Resilient Time Synchronization Protocol", Work-in-Progress Session of the ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2020.
  11. Nitin Shivaraman, Jakob Fittler, Saravanan Ramanathan, Arvind Easwaran and Sebastian Steinhorst, "WiP Abstract: Mobility-Based Load Balancing for IoT-enabled Devices in Smart Grids", Work-in-Progress Session of the IEEE/ACM International Conference on Cyber-Physical Systems (ICCPS), 2020.
  12. Ankita Samaddar, Arvind Easwaran and Rui Tan, "SlotSwapper: A Schedule Randomization protocol for Real-Time WirelessHART Networks", Real-Time Networks (RTN), 2019.(SIGBED)
  13. Heejong Park, Arvind Easwaran and Sidharta Andalam, "Challenges in Digital Twin Development for Cyber-Physical Production Systems", Model-based Design of Cyber-Physical Systems (CyPhy), 2018.
  14. Arvind Easwaran, "Practical Mixed-Criticality Model: Challenges", Mixed Criticality on Multicore/Manycore Platforms (Dagstuhl Seminar 17131 Report), 2017.
  15. Dorin Maxim, Robert I. Davis, Liliana Cucu-Grosjean and Arvind Easwaran, "Probabilistic Analysis for Mixed Criticality Scheduling with SMC and AMC", Workshop on Mixed-Criticality Systems (WMC), 2016.
  16. Arvind Easwaran, Vijayakumar Sundar and Bibin Nair, "Presentation: Mixed Criticality Scheduling Research in Automotive - Making Research More Practical", Workshop on Collaboration of Academia and Industry for Real World Embedded Systems (CAIRES), 2016.
  17. Saravanan Ramanathan and Arvind Easwaran, "Evaluation of Mixed-Criticality Scheduling Algorithms using a Fair Taskset Generator", International Workshop on Analysis Tools and Methodologies for Embedded and Real-Time Systems (WATERS), 2016.
  18. Saravanan Ramanathan, Xiaozhe Gu and Arvind Easwaran, "The Feasibility Analysis of Mixed-Criticality Systems", Real-Time Scheduling Open Problems Seminar (RTSOPS), 2016.
  19. Sriram Vasudevan, Nitin Shivaraman and Arvind Easwaran, "WIP Abstract: A Novel Strategy for Active Cell Balancing", International Conference on Cyber-Physical Systems (ICCPS), 2016.
  20. Jaewoo Lee, Hoon Sung Chwa, Arvind Easwaran, Insik Shin and Insup Lee, "Towards Compositional Mixed-Criticality Real-Time Scheduling in Open Systems", ACM SIGBED Review, Volume 13, Number 3, January 2016: Publication of Workshop on Compositional Theory and Technology for Real-Time Embedded Systems (CRTS), 2015.
  21. Saravanan Ramanathan and Arvind Easwaran, "MC-fluid: Rate Assignment Strategies", Workshop on Mixed Criticality Systems (WMC), 2015.
  22. Xue Bai, Arvind Easwaran, Namjoon Cho, "Poster: Towards Robust Artificial Pancreas Based on Reachability Analysis Techniques", Workshop on Medical Cyber-Physical Systems (MCPS), 2015.
  23. Arvind Easwaran, "Efficiently Safe: Decoding the Dichotomy in Mixed-Criticality Systems", Mixed Criticality on Multicore/Manycore Platforms (Dagstuhl Seminar 15121 Report), 2015.
  24. Arvind Easwaran and Insik Shin, "Compositional Mixed-Criticality Scheduling", Workshop on Compositional Real-Time Systems (CRTS), 2014.
  25. Xiaozhe Gu and Arvind Easwaran, "Optimal Speed-up Bound for 2-level Mixed-Criticality Arbitrary Deadline Systems", Real-Time Scheduling Open Problems Seminar (RTSOPS), 2014.
  26. Linh T.X. Phan, Jaewoo Lee, Arvind Easwaran, Vinay Ramaswamy, Insup Lee and Oleg Sokolsky, "CARTS: A Tool for Compositional Analysis of Real-Time Systems", ACM SIGBED Review, Volume 8, Number 1, 2011: Publication of Workshop on Compositional Theory and Technology for Real-Time Embedded Systems (CRTS), 2010.
  27. Arvind Easwaran, "Hardness of Compositional Schedulability Analysis", Scheduling (Dagstuhl Seminar 10071 Report), 2010.
  28. Jinkyu Lee, Arvind Easwaran, Insik Shin and Insup Lee, "Multiprocessor Real-Time Scheduling Considering Concurrency and Urgency", ACM SIGBED Review, Volume 7, Number 1, January 2010: Special Issue on the Work-in-Progress Session at RTSS 2009 (Selected among the top 5 out of 24).
  29. Jinkyu Lee, Björn Andersson and Arvind Easwaran, "Finding an Upper Bound on the Increase in Execution Time Due to Contention on the Memory Bus in COTS-Based Multicore Systems", ACM SIGBED Review, Volume 7, Number 1, January 2010: Special Issue on the Work-in-Progress Session at RTSS 2009 (Selected among the top 5 out of 24)
  30. Arvind Easwaran, Madhukar Anand, Insup Lee, Linh T.X. Phan and Oleg Sokolsky, "Simulation Relations, Interface Complexity, and Resource Optimality for Real-Time Hierarchical Systems", Workshop on Reconciling Performance with Predictability (RePP), 2009.
  31. Arvind Easwaran and Björn Andersson, "Scheduling Sporadic Tasks on Multiprocessors with Mutual Exclusion Constraints", Workshop on Real-Time Systems on Multicore Platforms: Theory and Practice (co-located with ICPP), 2009.
  32. Arvind Easwaran and Insup Lee, "Compositional Schedulability Analysis for Cyber-Physical Systems", ACM SIGBED Review, Volume 5, Number 1, January 2008: Special Issue on the RTSS 2007 Forum on Deeply Embedded Real-Time Computing (Most Viable Solution Award).
  33. Arvind Easwaran, Insik Shin and Insup Lee, "Towards Optimal Multiprocessor Scheduling for Arbitrary Deadline Tasks", Work-in-Progress Session of Real-Time Systems Symposium (RTSS), 2008.
  34. Arvind Easwaran, Madhukar Anand, Insup Lee and Oleg Sokolsky, "On the Complexity of Generating Optimal Interfaces for Hierarchical Systems", Workshop on Compositional Theory and Technology for Real-Time Embedded Systems (CRTS), 2008.
  35. Arvind Easwaran, Insup Lee and Oleg Sokolsky, "Interface Algebra for Analysis of Hierarchical Real-Time Systems", International Workshop on Foundations in Interface Technologies (FIT), 2008.
  36. Arvind Easwaran, Sampath Kannan and Oleg Sokolsky, "Steering of Discrete Event Systems: Control Theory Approach", Electronic Notes in Theoretical Computer Science, Volume 144, Number 4, Pages 21-39, 2006: Publication of International Workshop on Runtime Verification (RV), 2005.
  37. Usa Sammapun, Arvind Easwaran, Insup Lee and Oleg Sokolsky, "Simulation of Simultaneous Events in Regular Expressions", Electronic Notes in Theoretical Computer Science, Volume 113, Pages 123-143, 2005: Publication of International Workshop on Runtime Verification (RV), 2004.

Book Chapters

  1. Arvind Easwaran, Michael Yuhas, Saravanan Ramanathan and Ankita Samaddar, "Real-Time Scheduling for Computing Architectures", Handbook of Computer Architecture, Springer, 2024.

Patents

  1. Mainak Dan, Jose Peeterson Emerson Raja, Arvind Easwaran and Avalpreet Singh Brar, "A System and Method for Determining a Charging Schedule for a Plurality of Vehicles", Patent application filed through NTU and Continental, Singapore.
  2. Heejong Park, Gao Chuanchao, Arvind Easwaran and Cheng Chia Loon, "Digital Twin Driven Automated Mobile SMT Material Transfer System", Patent application filed through NTU and Delta Research Center, Singapore.
  3. Zhiheng Xu, Jun Xian Daniel Ng, Omar Bataineh, Arvind Easwaran, Sidharta Andalam and Jeffrey Soon, "Decentralized Cyber-Physical System", US Patent Number: 11307917, Issued: 19-Apr-2022.
  4. Arvind Easwaran and Srivatsan Varadarajan, "Systems and methods generating inter-group and intra-group execution schedules for instruction entity allocation and scheduling on multi-processors", US Patent Number: 9612868, Issued: 04-Apr-2017.
  5. Arvind Easwaran and Larry James Miller, "Systems and methods for task grouping on multi-processors", US Patent Number: 9207977, Issued: 08-Dec-2015.
  6. Arvind Easwaran, Gabor Madl, David V. Oglesby and Devesh Bhatt, "Systems and methods for verifying expression folding", US Patent Number: 9027001, Issued:05-May-2015.

Thesis

  1. Arvind Easwaran "Advances in Hierarchical Real-Time Systems: Incrementality, Optimality, and Multiprocessor Clustering", PhD Dissertation, University of Pennsylvania, December 2008.

Technical Reports

  1. Sriram Vasudevan and Arvind Easwaran, "Techniques for Achieving Time-Predictability in Multicores-A Survey", NTU, Technical Report, 2015.
  2. Arvind Easwaran, Brendan Hall and Kevin Schweiker, "Model-Driven Test Generation of Distributed Systems", NASA Langley Research Center, Technical Report, NASA/CR-2012-217764, 2012.
  3. Arvind Easwaran, "Inferring Automata and its Application to Compositional Verification", PhD Qualifying Exam (Written Preliminary Exam II), January 2006.
  4. Arvind Easwaran, Insik Shin, Insup Lee, and Oleg Sokolsky, "Bounding Preemptions under EDF and RM schedulers", University of Pennsylvania, Technical Report, MS-CIS-06-06, 2006.
  5. Arvind Easwaran, Sampath Kannan, and Insup Lee, "Optimal Control of Software ensuring Safety and Functionality", University of Pennsylvania, Technical Report, MS-CIS-05-20, 2005.
  6. David Arney, Arvind Easwaran, Nikhil Dinesh, and Insup Lee, "Verification and Testing of Natural Language Policy Documents", University of Pennsylvania, Technical Report, MS-CIS-05-25, 2005.