Publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
2024
- arXiv 2024
- arXiv 2024
- arXiv 2024"Which LLM should I use?": Evaluating LLMs for tasks performed by Undergraduate Computer Science Students in India2024
- COMPASS 2024
- arXiv 2024
- CHI LBW 2024
- LLM4Code 2024Unit Test Generation using Generative AI : A Comparative Performance Analysis of Autogeneration Tools2024
- ACE 2024"It’s not like Jarvis, but it’s pretty close!" – Examining ChatGPT’s Usage among Undergraduate Students in Computer Science2024
- SIGCSE TS 2024ChatGPT in the Classroom: An Analysis of Its Strengths and Weaknesses for Solving Undergraduate Computer Science Questions2024
- arXiv 2024
- arXiv 2024
2023
- arXiv 2023"With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education2023
- CCGrid 2023AggFirstJoin: Optimizing Geo-Distributed Joins using Aggregation-Based TransformationsIn 23RD IEEE/ACM INTERNATIONAL SYMPOSIUM ON Cluster, Cloud and Internet Computing, Bengaluru, India, May 1-4, 2023, 2023
- Springer 2023
2022
- IPDPS 2022HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated LearningIn 2022 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2022, Lyon, France, May 30 - June 3, 2022, 2022
- EdgeSys 2022Towards WAN-aware join sampling over geo-distributed dataIn EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5 - 8, 2022, 2022
- Springer 2022Cloud-based neuro-fuzzy hydro-climatic model for water quality assessment under uncertainty and sensitivityEnvironmental Science and Pollution Research, 2022
- Springer 2022Simulating Landscape Hydrologic Connectivity in a Precise Manner Using Hydro-ConditioningIn Advances in Computational Modeling and Simulation, 2022
- Thesis 2022Optimizing Aggregation and Join Queries in Geo-Distributed Data AnalyticsUniversity of Minnesota, 2022
2021
- EdgeSys 2021Accelerated Training via Device Similarity in Federated LearningIn EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, Analytics and Networking, Online Event, United Kingdom, April 26, 2021, 2021
- SEC 2021AggNet: Cost-Aware Aggregation Networks for Geo-distributed Streaming AnalyticsIn 6th IEEE/ACM Symposium on Edge Computing, SEC 2021, San Jose, CA, USA, December 14-17, 2021, 2021
2020
- IJDSA 2020Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data miningInt. J. Data Sci. Anal., 2020
- SEC 2020Exploiting Data Heterogeneity for Performance and Reliability in Federated LearningIn 5th IEEE/ACM Symposium on Edge Computing, SEC 2020, San Jose, CA, USA, November 12-14, 2020, 2020
2019
- HotEdge 2019DeCaf: Iterative Collaborative Processing over the EdgeIn 2nd USENIX Workshop on Hot Topics in Edge Computing, HotEdge 2019, Renton, WA, USA, July 9, 2019, 2019
- SIGMETRICS 2019A TTL-based Approach for Data Aggregation in Geo-distributed Streaming AnalyticsSIGMETRICS, 2019
2018
- IEL 2018An efficient method for batch updates in OPTICS cluster orderingInternational Journal of Data Analysis Techniques and Strategies, 2018
2017
- ICDCN 2017Exact, Fast and Scalable Parallel DBSCAN for Commodity PlatformsIn Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017
2016
- HPCC 2016A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial LocalityIn 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 2016
2015
- ICDCN 2015Parallelizing OPTICS for Commodity ClustersIn Proceedings of the 16th International Conference on Distributed Computing and Networking, 2015
2014
- COMPUTE 2014Parallelizing OPTICS for Multicore SystemsIn Proceedings of the 7th ACM India Computing Conference, 2014