Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. arXiv 2024
    TAMIGO: Empowering Teaching Assistants using LLM-assisted viva and code assessment in an Advanced Computing Class
    Anishka IIITD, Diksha Sethi, Nipun Gupta, Shikhar Sharma, and 3 more authors
    2024
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  2. arXiv 2024
    Analyzing LLM Usage in an Advanced Computing Class in India
    Anupam Garg, Aryaman Raina, Aryan Gupta, Jaskaran Singh, and 9 more authors
    2024
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  3. arXiv 2024
    OpineBot: Class Feedback Reimagined Using a Conversational LLM
    Henansh Tanwar, Kunal Shrivastva, Rahul Singh, and Dhruv Kumar
    2024
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  4. arXiv 2024
    "Which LLM should I use?": Evaluating LLMs for tasks performed by Undergraduate Computer Science Students in India
    Vibhor Agarwal, Nakul Thureja, Madhav Krishan Garg, Sahiti Dharmavaram, and 2 more authors
    2024
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  5. COMPASS 2024
    Comuniqa : Exploring Large Language Models for improving speaking skills
    Manas Mhasakar, Shikhar Sharma, Apurv Mehra, Utkarsh Venaik, and 3 more authors
    2024
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  6. arXiv 2024
    AI as a Medical Ally: Evaluating ChatGPT’s Usage and Impact in Indian Healthcare
    Aryaman Raina, Prateek Mishra, Harshit goyal, and Dhruv Kumar
    2024
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  7. CHI LBW 2024
    From Cash to Cashless: UPI’s Impact on Spending Behavior among Indian Users
    Harshal Dev, Raj Gupta, and Dhruv Kumar
    2024
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  8. LLM4Code 2024
    Unit Test Generation using Generative AI : A Comparative Performance Analysis of Autogeneration Tools
    Shreya Bhatia, Tarushi Gandhi, Dhruv Kumar, and Pankaj Jalote
    2024
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  9. ACE 2024
    "It’s not like Jarvis, but it’s pretty close!" – Examining ChatGPT’s Usage among Undergraduate Students in Computer Science
    Ishika Joshi*, Ritvik Budhiraja*, Harshal D Akolekar, Jagat Sesh Challa, and 1 more author
    2024
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  10. SIGCSE TS 2024
    ChatGPT in the Classroom: An Analysis of Its Strengths and Weaknesses for Solving Undergraduate Computer Science Questions
    Ishika Joshi*, Ritvik Budhiraja*, Harshal Dev, Jahnvi Kadia, and 4 more authors
    2024
    Conference Listed on csrankings.org HTML
  11. AIware 2024
    A Comparative Analysis of Large Language Models for Code Documentation Generation
    Shubhang Shekhar Dvivedi, Vyshnav Vijay, Sai Leela Rahul Pujari, Shoumik Lodh, and 1 more author
    2024
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  12. arXiv 2024
    Can ChatGPT Play the Role of a Teaching Assistant in an Introductory Programming Course?
    Anishka, Atharva Mehta, Nipun Gupta, Dhruv Kumar, and 1 more author
    2024
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2023

  1. arXiv 2023
    "With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education
    Ishika Joshi*, Ritvik Budhiraja*, Pranav Deepak Tanna, Lovenya Jain, and 6 more authors
    2023
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  2. CCGrid 2023
    AggFirstJoin: Optimizing Geo-Distributed Joins using Aggregation-Based Transformations
    Dhruv Kumar, Sohaib Ahmad, Abhishek Chandra, and Ramesh K. Sitaraman
    In 23RD IEEE/ACM INTERNATIONAL SYMPOSIUM ON Cluster, Cloud and Internet Computing, Bengaluru, India, May 1-4, 2023, 2023
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  3. Springer 2023
    Wetland functional assessment and uncertainty analysis using fuzzy α-cut–based modified hydrogeomorphic approach
    Ashutosh Sharma, Dhruv Kumar, Srinivas Rallapalli, and Ajit Pratap Singh
    Environmental Science and Pollution Research, 2023
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2022

  1. IPDPS 2022
    HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning
    Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Yuanli Wang, and 1 more author
    In 2022 IEEE International Parallel and Distributed Processing Symposium, IPDPS 2022, Lyon, France, May 30 - June 3, 2022, 2022
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  2. EdgeSys 2022
    Towards WAN-aware join sampling over geo-distributed data
    Dhruv Kumar, Joel Wolfrath, Abhishek Chandra, and Ramesh K. Sitaraman
    In EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5 - 8, 2022, 2022
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  3. Springer 2022
    Cloud-based neuro-fuzzy hydro-climatic model for water quality assessment under uncertainty and sensitivity
    Ananya Jain, Srinivas Rallapalli, and Dhruv Kumar
    Environmental Science and Pollution Research, 2022
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  4. Springer 2022
    Simulating Landscape Hydrologic Connectivity in a Precise Manner Using Hydro-Conditioning
    Rallapalli Srinivas, Matt Drewitz, Joe Magner, Ajit Pratap Singh, and 2 more authors
    In Advances in Computational Modeling and Simulation, 2022
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  5. Thesis 2022
    Optimizing Aggregation and Join Queries in Geo-Distributed Data Analytics
    Dhruv Kumar
    University of Minnesota, 2022
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2021

  1. EdgeSys 2021
    Accelerated Training via Device Similarity in Federated Learning
    Yuanli Wang, Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, and 1 more author
    In EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, Analytics and Networking, Online Event, United Kingdom, April 26, 2021, 2021
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  2. SEC 2021
    AggNet: Cost-Aware Aggregation Networks for Geo-distributed Streaming Analytics
    Dhruv Kumar, Sohaib Ahmad, Abhishek Chandra, and Ramesh K. Sitaraman
    In 6th IEEE/ACM Symposium on Edge Computing, SEC 2021, San Jose, CA, USA, December 14-17, 2021, 2021
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2020

  1. IJDSA 2020
    Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining
    Poonam Goyal, Jagat Sesh Challa, Dhruv Kumar, Anuvind Bhat, and 2 more authors
    Int. J. Data Sci. Anal., 2020
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  2. SEC 2020
    Exploiting Data Heterogeneity for Performance and Reliability in Federated Learning
    Yuanli Wang, Dhruv Kumar, and Abhishek Chandra
    In 5th IEEE/ACM Symposium on Edge Computing, SEC 2020, San Jose, CA, USA, November 12-14, 2020, 2020
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2019

  1. HotEdge 2019
    DeCaf: Iterative Collaborative Processing over the Edge
    Dhruv Kumar, Aravind Alagiri Ramkumar, Rohit Sindhu, and Abhishek Chandra
    In 2nd USENIX Workshop on Hot Topics in Edge Computing, HotEdge 2019, Renton, WA, USA, July 9, 2019, 2019
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  2. SIGMETRICS 2019
    A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics
    Dhruv Kumar, Jian Li, Abhishek Chandra, and Ramesh K. Sitaraman
    SIGMETRICS, 2019
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2018

  1. IEL 2018
    An efficient method for batch updates in OPTICS cluster ordering
    Dhruv Kumar, Poonam Goyal, and Navneet Goyal
    International Journal of Data Analysis Techniques and Strategies, 2018
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2017

  1. ICDCN 2017
    Exact, Fast and Scalable Parallel DBSCAN for Commodity Platforms
    Sonal Kumari, Poonam Goyal, Ankit Sood, Dhruv Kumar, and 2 more authors
    In Proceedings of the 18th International Conference on Distributed Computing and Networking, 2017
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2016

  1. HPCC 2016

2015

  1. ICDCN 2015
    Parallelizing OPTICS for Commodity Clusters
    Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, and 3 more authors
    In Proceedings of the 16th International Conference on Distributed Computing and Networking, 2015
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2014

  1. COMPUTE 2014
    Parallelizing OPTICS for Multicore Systems
    Poonam Goyal, Sonal Kumari, Dhruv Kumar, Sundar Balasubramaniam, and 1 more author
    In Proceedings of the 7th ACM India Computing Conference, 2014
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