Publications

Publications

ORCID: 0000-0003-4140-7774 | Google Scholar | DBLP
Key publications since 2020 are listed below. See here for earlier publications.

  1. Ruchi Bhoot, Tuhin Khare, Manoj Agarwal, Siddharth Jaiswal, and Yogesh Simmhan, Triparts: Scalable Streaming Graph Partitioning to Enhance Community Structure, Proceedings of the VLDB Endowment, Volume 18, 2025, DOI (Artifact Available Badge) [CORE A*]
  2. Roopkatha Banerjee, Prince Modi, Jinal Vyas, Abhijit Sri Chunduru, Tejus Chandrashekar, Harsha Varun Marisetty, Manik Gupta and Yogesh Simmhan, Flotilla: A Scalable, Modular and Resilient Federated Learning Framework for Heterogeneous Resources, Journal of Parallel and Distributed Computing (JPDC), 2025 (Open soure Flotilla code, arXiv). [CORE A*]
  3. SageServe: Optimizing LLM Serving on Cloud Data Centers with Forecast Aware Auto-Scaling, Shashwat Jaiswal, Kunal Jain, Yogesh Simmhan, Anjaly Parayil, Ankur Mallick, Rujia Wang, Renee St. Amant, Chetan Bansal, Victor Ruhle, Anoop Kulkarni, Steve Kofsky, and Saravan Rajmohan. Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 9(3), 2025 (To appear, extended version of SIGMETRICS 2025).
  4. Pranjal Naman and Yogesh Simmhan, Ripple: Scalable Incremental GNN Inferencing on Large Streaming Graphs, 45th IEEE International Conference on Distributed Computing Systems (ICDCS), 2025 (arXiv) [CORE A]
  5. Suman Raj, Radhika Mittal, Harshil Gupta and Yogesh Simmhan, Adaptive Heuristics for Scheduling DNN Inferencing on Edge and Cloud for Personalized UAV Fleets, Future Generation Computer Systems (FGCS), 2025 (arXiv).
  6. Prathamesh Saraf Vinayak, Saswat Subhajyoti Mallick, Lakshmi Jagarlamudi, Anirban Chakraborty and Yogesh Simmhan, CARL: Cost-optimized Online Container Placement on VMs using Adversarial Reinforcement Learning, IEEE Transactions on Cloud Computing, 2025
  7. Roopkatha Banerjee, Tejus Chandrashekar, Ananth Eswar and Yogesh Simmhan, Federated Learning within Global Energy Budget over Heterogeneous Edge Accelerators, 31st International European Conference on Parallel and Distributed Computing (EuroPar), 2025 (arXiv)
  8. Shashwat Jaiswal, Suman Raj, Subhajit Sidhanta and Yogesh Simmhan, AerialDB: A federated peer-to-peer spatio-temporal edge datastore for drone fleets, Pervasive and Mobile Computing Journal (PMCJ), 2025, 102109, Elsevier (arXiv), [IF 3.5]
  9. Roopkatha Banerjee, Sampath Koti, Gyanendra Singh, Anirban Chakraborty, Gurunath Gurrala, Bhushan Jagyasi and Yogesh Simmhan, Optimizing Federated Learning for Scalable Power-demand Forecasting in Microgrids, IEEE International Conference on e-Science (eScience), 2025 (to appear, Best paper finalist) [CORE B]
  10. Suman Raj, Rajdeep Singh, Kautuk Astu and Yogesh Simmhan, AeroDaaS: Towards an Application Programming Framework for Drones-as-a-Service, IEEE International Conference on Web Services (ICWS), 2025 (short paper) (extended arvix version) [CORE A]
  11. Harsha Varun Marisetty, Manik Gupta and Yogesh Simmhan, D3FL: Data Distribution and Detrending for Robust Federated Learning in Non-linear Time-series Data, IEEE International Conference on Edge Computing and Communications (EDGE), 2025 (arXiv)
  12. Early Pedagogical Insights from using AI Tutor Agents in a Graduate-level Systems Course, Varad Kulkarni, Nikhil Reddy and Yogesh Simmhan. Workshop on Education for High Performance Computing (EduHiPC), 2025 (To appear, extended version on arXiv)
  13. Chandrika Bhattacharyya, Krithika Subramanian, Bharathram Uppili, Nidhan K. Biswas, Shweta Ramdas, Karthik Bharadwaj Tallapaka, Prathima Arvind, Khader Valli Rupanagudi, Arindam Maitra, Tulasi Nagabandi, Tiyasha De, Kuldeep Singh, Praveen Sharma, Nanaocha Sharma, Sunil K. Raghav, Punit Prasad, E. V. Soniya, Abdul Jaleel, Shijulal Nelson Sathi, Madhvi Joshi, Chaitanya Joshi, Mayurika Lahiri, Santosh Dixit, L. S. Shashidhara, Nachimuthu Senthil Kumar, H. Lalhruaitluanga, Lal Nundanga, Venkataram Shivakumar, Ganesan Venkatasubramanian, Naren P. Rao, Mohd Ashraf Ganie, Imtiyaz Ahmad Wani, Ganganath Jha, Ashwin Dalal, Murali Dharan Bashyam, Pritish Kumar Varadwaj, Sanjeev BS, Yogesh Simmhan, Chirag Jain, Durai Sundar, Ishaan Gupta, Pankaj Yadav, Himanshu Sinha, Manikandan Narayanan, Karthik Raman, Raghu Padinjat, Radhakrishnan Sabarinathan, GenomeIndia Consortium, Yadati Narahari, Vijayalakshmi Ravindranath, Thangaraj Kumarasamy, Divya Tej Sowpati, Mohammed Faruq, Analabha Basu & Bratati Kahali, Mapping genetic diversity with the GenomeIndia project, Nature Genetics, volume 57, pages 767–773, 2025
  14. Vaibhav Jha, Shikhar Srivastava, Tarun Pal, Vaishnav Manoj, Ritajit Majumdar, Tuhin Khare, Padmanabha Venkatagiri Seshadri, Varad Kulkarni, Anupama Ray and Yogesh Simmhan, Choreography and Profiling of Quantum-Classical FaaS Workflows On Hybrid Clouds, IEEE International Symposium on Cluster, Cloud, and Internet Computing (CCGRID), 2025
  15. Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang and Saravan Rajmohan, AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds, Annual Conference on Machine Learning and Systems (MLSys), 2025 (Artifact Functional Badge) (arXiv)
  16. Shiva Sai Krishna Anand Tokal, Vaibhav Jha, Anand Eswaran, Praveen Jayachandran and Yogesh Simmhan, Towards Orchestrating Agentic Applications as FaaS Workflows, Workshop on HPC for AI Foundation Models & LLMs for Science (HPAI4S), Co-located with IEEE IPDPS 2025
  17. Mayank Arya and Yogesh Simmhan, Understanding the Performance and Power of LLM Inferencing on Edge Accelerators, Workshop on Parallel AI and Systems for the Edge (PAISE), Co-located with IEEE IPDPS 2025 (arXiv)
  18. Suman Raj, Bhavani A Madhabhavi, Kautuk Astu, Arnav A Rajesh, Pratham M and Yogesh Simmhan, Ocularone-Bench: Benchmarking DNN Models on GPUs to Navigate the Visually Impaired, IEEE Workshop on Parallel and Distributed Processing for Computational Social Systems (ParSocial), Co-located with IEEE IPDPS 2025 (arXiv).
  19. Aishwarya Parab, Prakhar Pradhan, Yogesh Simmhan, Arnab K. Paul, A Blockchain-Enabled Framework for Storage and Retrieval of Social Data, IEEE Workshop on Parallel and Distributed Processing for Computational Social Systems (ParSocial), Co-located with IEEE IPDPS 2025 (arXiv)
  20. M Yashwanth, Gaurav Kumar Nayak, Arya Singh, Yogesh Simmhan and Anirban Chakraborty, Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning, Transactions on Machine Learning Research (TMLR), 2024 (arXiv)
  21. Ruchi Bhoot, Suved Sanjay Ghanmode and Yogesh Simmhan, TARIS: Scalable Incremental Processing of Time-respecting Algorithms on Streaming Graphs, IEEE Transactions on Parallel and Distributed Systems, 2024 [IF 5.6, CORE A*]
  22. Manish Shetty, Yinfang Chen, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Xuchao Zhang, Jonathan Mace, Dax Vandevoorde, Pedro Las-Casas, Shachee Mishra Gupta, Suman Nath, Chetan Bansal and Saravan Rajmohan, Building AI Agents for Autonomous Clouds: Challenges and Design Principles, ACM Symposium on Cloud Computing, 2024 (arXiv)
  23. Prashanthi S. K., Saisamarth Taluria, Beautlin S, Lakshya Karwa and Yogesh Simmhan, PowerTrain: Fast, Generalizable Time and Power Prediction Models to Optimize DNN Training on Accelerated Edges, Future Generation Computer Systems, Elsevier, 2024 [IF 6.2, CORE A]
  24. Pranjal Naman and Yogesh Simmhan, Optimizing Federated Learning using Remote Embeddings for Graph Neural Networks, 30th International European Conference on Parallel and Distributed Computing (EuroPar), 2024 (arXiv) [CORE B]
  25. Pranjal Naman and Yogesh Simmhan, Topology-Aware Aggregation for Federated Graph Learning, International European Conference on Parallel and Distributed Computing PhD Symposium (EuroParW), 2024
  26. Varad Kulkarni, Nikhil Reddy, Tuhin Khare, Harini Mohan, Jahnavi Murali, Mohith A, Ragul B, Sanjai Balajee, Sanjjit S, Swathika Durairaj, Vaishnavi S, Yashasvee V, Chitra Babu, Abhinandan S Prasad and Yogesh Simmhan, XFBench: A Cross-Cloud Benchmark Suite for Evaluating FaaS Workflow Platforms, IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), 2024 (Open Research Objects (ORO) and Research Objects Reviewed (ROR) Badges) [CORE B]
  27. Aakash Khochare, Francesco Betti Sorbelli, Yogesh Simmhan and Sajal K. Das Improved Algorithms for Co-scheduling of Edge Analytics and Routes for UAV Fleet Missions, IEEE/ACM Transactions on Networking (TON), 32(1),2024 [CORE A*]
  28. Shikhar Srivastava, Mridulanka Nath, Tarun Harishchandra Pal, Vaishnav Manoj Kavitha, Ritajit Majumdar, Padmanabha Venkatagiri Seshadri, Anupama Ray, Yogesh Simmhan, Towards Platform-aware Application of Qubit Reuse in Hybrid Quantum-Classical Workflows, HIPC Student Research Symposium (SRS), 2024
  29. Tuhin Khare, Ritajit Majumdar, Rajiv Sangle, Anupama Ray, Padmanabha Venkatagiri Seshadri and Yogesh Simmhan, Parallelizing Quantum-Classical Workloads: Profiling the Impact of Splitting Techniques, IEEE International Conference on Quantum Computing and Engineering (QCE), 2023
  30. Ajeya B S, Sai Manasa Chadalavada, Nagakishore Jammula, Chirag Jain and Yogesh Simmhan, A Lossless Compression Pipeline for Petabyte-scale Whole Genome Sequencing Data, IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2023 (Short paper)
  31. Prashanthi S.K., Vinayaka Hegde, Keerthana Patchava, Ankita Das and Yogesh Simmhan, Performance Characterization of Containerized DNN Training and Inference on Edge Accelerators, IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2023 (Short paper)
  32. Srikrishna Acharya B., Mukunda Bharatheesha, Yogesh Simmhan and Bharadwaj Amrutur A Co-simulation Framework for Communication and Control in Autonomous Multi-Robot Systems, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023 [CORE A]
  33. Suman Raj, Swapnil Padhi, Ruchi Bhoot, Prince Modi and Yogesh Simmhan Towards Collision Avoidance for UAVs to Guide the Visually Impaired, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Late Breaking Work, 2023
  34. Amrita Namtirtha, Sheetal Kumar K., Sejal Jain, Yogesh Simmhan, M S Mohan Kumar Placement Strategies for Water Quality Sensors using Complex Network Theory for Continuous and Intermittent Water Distribution Systems, Water Resources Research, 2023, Wiley [IF 6.159]
  35. Suman Raj, Swapnil Padi and Yogesh Simmhan, Ocularone: Exploring drones-based assistive technologies for the visually impaired, CHI Conference on Human Factors in Computing Systems, Extended Abstracts of Late Breaking Work (CHI EA), Pages 1-9, 2023
  36. Suman Raj, Harshil Gupta and Yogesh Simmhan, Scheduling DNN Inferencing on Edge and Cloud for Personalized UAV Fleets, IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), 2023 [CORE A]
  37. Aakash Khochare, Tuhin Khare, Varad Kulkarni and Yogesh Simmhan, XFaaS: Cross-platform Orchestration of FaaS Workflows on Hybrid Clouds, IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), 2023 (Open Research Objects (ORO) and Research Objects Reviewed (ROR) Badges) [CORE A]
  38. Prashanthi S.K., Sai Anuroop Kesanapalli and Yogesh Simmhan, Characterizing the Performance of Accelerated Jetson Edge Devices for Training Deep Learning Models, ACM SIGMETRICS, 2023 [CORE A*]
  39. Prashanthi S.K., Sai Anuroop Kesanapalli and Yogesh Simmhan, Characterizing the Performance of Accelerated Jetson Edge Devices for Training Deep Learning Models, Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2022, Volume 6, Issue 3, Number 44, Pages 1-26 (extended version of SIGMETRICS 2023)
  40. Animesh Baranawal and Yogesh Simmhan, Optimizing the Interval-centric Distributed Computing Model for Temporal Graph Algorithms, European Conference on Computer Systems (EuroSys), 2022, (Artifact Functional Badge) [CORE A]
  41. Prateeksha Varshney, Shriram Ramesh, Shayal Chhabra, Aakash Khochare and Yogesh Simmhan, Resilient Execution of Data-triggered Applications on Edge, Fog and Cloud Resources, IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2022 [CORE A]
  42. Aakash Khochare, Yogesh Simmhan, Sameep Mehta and Arvind Agarwal Poster: Toward Scientific Workflows in a Serverless World, IEEE e-Science Conference, 2022
  43. Srikrishna Acharya, Bharadwaj Amrutur, Mukunda Bharathesa and Yogesh Simmhan, CORNET 2.0: A Co-Simulation Middleware for Robot Networks, International Conference on COMmunication Systems & NETworkS (COMSNETS), 2022, 10.1109/COMSNETS53615.2022.9668501
  44. Prashanthi S K, Aakash Khochare, Sai Anuroop Kesanapalli, Rahul Bhope and Yogesh Simmhan, Don't Miss the Train: A Case for Systems Research into Training on the Edge, Workshop on Parallel AI and Systems for the Edge (PAISE), collocated with IPDPS, 2022
  45. Bharati Khanijo, Harshil Gupta and Yogesh Simmhan, Poster: D2V: Drone Data Ingest Mechanism for Video Databases, Student Research Symposium (SRS), IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2022 (Best Poster Award)
  46. Rajiv Sangle, Tuhin Khare, Padmanabha Venkatagiri Seshadri, Yogesh Simmhan,Comparing the Orchestration of Quantum Applications on Hybrid Clouds, CCGrid Student Research Symposium, 2023
  47. Shriram Ramesh, Animesh Baranawal, and Yogesh Simmhan Granite: A Distributed Engine for Scalable Path Queries over Temporal Property Graphs, Journal of Parallel and Distributed Computing (JPDC), Vol. 151, Pages 94-111, May 2021, 10.1016/j.jpdc.2021.02.004, [CORE A*]
  48. Aakash Khochare, Aravindhan Krishnan, and Yogesh Simmhan A Scalable Platform for Distributed Object Tracking across a Many-camera Network, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 32, Pages 1479-1493, June 2021, 10.1109/TPDS.2021.3049450 [CORE A*]
  49. Aakash Khochare, Yogesh Simmhan, Francesco Betti Sorbelli and Sajal K. Das Heuristic Algorithms for Co-scheduling of Edge Analytics and Routes for UAV Fleet Missions, IEEE International Conference on Computer Communications (INFOCOM), 2021, 10.1109/INFOCOM42981.2021.9488740 [CORE A*]
  50. Shrey Baheti, Parwat Singh Anjana, Sathya Peri and Yogesh Simmhan, DiPETrans: A Framework for Distributed Parallel Execution of transactions of Blocks in Blockchain, Concurrency and Computation: Practice and Experience, 2021, 10.1002/cpe.6804
  51. Shrey Baheti, Shreyas Badiger, and Yogesh Simmhan VIoLET: An Emulation Environment for Validating IoT Deployments at Large-Scales, ACM Transactions on Cyber Physical Systems (TCPS), 5(3), 2021, 10.1145/3446346
  52. Amrita Namtirtha, Animesh Dutta, Biswanath Dutta, Amritha Sundararajan and Yogesh Simmhan Best Influential Spreaders Identification Using Network Global Structural Properties, Nature Scientific Reports, 2021, 10.1038/s41598-021-81614-9
  53. Manoj K Agarwal, Animesh Baranawal, Yogesh Simmhan, Manish Gupta, Event Related Data Collection from Microblog Streams, International Conference on Database and Expert Systems Applications (DEXA), 2021, 10.1007/978-3-030-86475-0_31
  54. Ravi Sahu, Ayush Nagal, Kuldeep Kumar Dixit, Harshavardhan Unnibhavi, Srikanth Mantravadi, Srijith Nair, Yogesh Simmhan, Brijesh Mishra, Rajesh Zele, Ronak Sutaria, Vidyanand Motiram Motghare, Purushottam Kar, and Sachchida Nand Tripathi Robust statistical calibration and characterization of portable low-cost air quality monitoring sensors to quantify real-time O3 and NO2 concentrations in diverse environments, Atmospheric Measurement Techniques (AMT), 14, 37-52, 2021, 10.5194/amt-14-37-2021
  55. Srikrishna Acharya, S Sadgun S Devanahalli, Alok Rawat, Varghese P Kuruvilla, Pratik Sharma, Bharadwaj Amrutur, Ashish Joglekar, Raghu Krishnapuram, Yogesh Simmhan and Himanshu Tyagi, Network Emulation For Tele-driving Application Development, International Conference on COMmunication Systems & NETworkS (COMSNETS), 2021, 10.1109/COMSNETS51098.2021.9352914
  56. Prateeksha Varshney and Yogesh Simmhan, Characterizing application scheduling on edge, fog, and cloud computing resources, Software: Practice and Experience , 50 (5) , 2020 , pp. 558-595, 10.1002/spe.2699
  57. Yogesh Simmhan, Tarun Rambha, Aakash Khochare, Shriram Ramesh, Animesh Baranawal, John Varghese George, Rahul Atul Bhope, Amrita Namtirtha, Amritha Sundararajan, Sharath Suresh Bhargav, Nihar Thakkar and Raj Kiran, GoCoronaGo: Privacy Respecting Contact Tracing for COVID-19 Management , Journal of the Indian Institute of Science, Vol. 100, 2020, 10.1007/s41745-020-00201-5
  58. Shriram Ramesh, Animesh Baranawal and Yogesh Simmhan, A Distributed Path Query Engine for Temporal Property Graphs , IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID) , 2020 , pp. 499-508, 10.1109/CCGrid49817.2020.00-43 [CORE A]
  59. Swapnil Gandhi and Yogesh Simmhan, An Interval-centric Model for Distributed Computing over Temporal Graphs , IEEE International Conference on Data Engineering (ICDE) , pp. 1129-1140, 2020, 10.1109/ICDE48307.2020.00102, [CORE A*]
  60. Srikrishna Acharya, Amrutur Bharadwaj, Yogesh Simmhan, Aditya Gopalan, Parimal Parag and Himanshu Tyagi, CORNET: A Co-Simulation Middleware for Robot Networks , IEEE International Conference on COMmunication Systems & NETworkS (COMSNETS) , 2020 , pp. 245-251, 10.1109/COMSNETS48256.2020.9027459
  61. Dhruv Garg, Prathik Shirolkar, Anshu Shukla and Yogesh Simmhan, TorqueDB: Distributed Querying of Time-Series Data from Edge-local Storage, International Conference on Parallel and Distributed Computing (Euro-Par), Lecture Notes in Computer Science, vol 12247. Springer, 2020, 10.1007/978-3-030-57675-2_18 [CORE A]
  62. Yogesh Simmhan, Aakash Khochare, and Seshadri K. Ramachandra, Chapter: Computing and storage models for edge computing, Edge Computing: Models, technologies and applications Book, 2020, IET, 10.1049/pbpc033e_ch6