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Dhruv Kumar
Dhruv Kumar
Assistant Prof. @ IIIT-Delhi. PostDoc @ Microsoft Research. PhD @ UMinnesota-TC. BTech @ BITS-Pilani
Verified email at iiitd.ac.in - Homepage
Title
Cited by
Cited by
Year
A ttl-based approach for data aggregation in geo-distributed streaming analytics
D Kumar, J Li, A Chandra, R Sitaraman
ACM SIGMETRICS 2019 3 (2), 1-27, 2019
242019
HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning
J Wolfrath, N Sreekumar, D Kumar, Y Wang, A Chandra
36th IEEE International Parallel & Distributed Processing Symposium, 1-12, 2022
222022
Accelerated training via device similarity in federated learning
Y Wang, J Wolfrath, N Sreekumar, D Kumar, A Chandra
Proceedings of the 4th International Workshop on Edge Systems, Analytics and …, 2021
152021
Exact, fast and scalable parallel DBSCAN for commodity platforms
S Kumari, P Goyal, A Sood, D Kumar, S Balasubramaniam, N Goyal
ICDCN 2017, 1-10, 2017
152017
A fast, scalable SLINK algorithm for commodity cluster computing exploiting spatial locality
P Goyal, S Kumari, S Sharma, D Kumar, V Kishore, S Balasubramaniam, ...
IEEE HPCC 2016, 268-275, 2016
152016
AggNet: Cost-Aware Aggregation Networks for Geo-distributed Streaming Analytics
D Kumar, S Ahmad, A Chandra, RK Sitaraman
ACM/IEEE SEC (Symposium on Edge Computing), 2021
122021
Grid-R-tree: a data structure for efficient neighborhood and nearest neighbor queries in data mining
P Goyal, JS Challa, D Kumar, A Bhat, S Balasubramaniam, N Goyal
International Journal of Data Science and Analytics 10 (1), 25-47, 2020
112020
Parallelizing optics for commodity clusters
P Goyal, S Kumari, D Kumar, S Balasubramaniam, N Goyal, S Islam, ...
ICDCN 2015, 1-10, 2015
112015
{DeCaf}: Iterative Collaborative Processing over the Edge
D Kumar, AA Ramkumar, R Sindhu, A Chandra
2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 19), 2019
92019
ChatGPT in the Classroom: An Analysis of Its Strengths and Weaknesses for Solving Undergraduate Computer Science Questions
I Joshi, R Budhiraja, H Dev, J Kadia, MO Ataullah, S Mitra, HD Akolekar, ...
arXiv preprint arXiv:2304.14993, 2023
5*2023
Cloud-based neuro-fuzzy hydro-climatic model for water quality assessment under uncertainty and sensitivity
A Jain, S Rallapalli, D Kumar
Environmental Science and Pollution Research 29 (43), 65259-65275, 2022
42022
" With Great Power Comes Great Responsibility!": Student and Instructor Perspectives on the influence of LLMs on Undergraduate Engineering Education
I Joshi, R Budhiraja, PD Tanna, L Jain, M Deshpande, A Srivastava, ...
arXiv e-prints, arXiv: 2309.10694, 2023
3*2023
Exploiting Data Heterogeneity for Performance and Reliability in Federated Learning
Y Wang, D Kumar, A Chandra
2020 IEEE/ACM Symposium on Edge Computing (SEC), 2020
32020
Parallelizing OPTICS for multicore systems
P Goyal, S Kumari, D Kumar, S Balasubramaniam, N Goyal
Proceedings of the 7th ACM India Computing Conference, 1-6, 2014
22014
“It's not like Jarvis, but it's pretty close!”-Examining ChatGPT's Usage among Undergraduate Students in Computer Science
R Budhiraja, I Joshi, JS Challa, HD Akolekar, D Kumar
Proceedings of the 26th Australasian Computing Education Conference, 124-133, 2024
12024
OpineBot: Class Feedback Reimagined Using a Conversational LLM
H Tanwar, K Shrivastva, R Singh, D Kumar
arXiv preprint arXiv:2401.15589, 2024
12024
Unit Test Generation using Generative AI: A Comparative Performance Analysis of Autogeneration Tools
S Bhatia, T Gandhi, D Kumar, P Jalote
arXiv preprint arXiv:2312.10622, 2023
12023
Aggfirstjoin: Optimizing geo-distributed joins using aggregation-based transformations
D Kumar, S Ahmad, A Chandra, RK Sitaraman
2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet …, 2023
12023
Towards WAN-aware join sampling over geo-distributed data
D Kumar, J Wolfrath, A Chandra, RK Sitaraman
Proceedings of the 5th International Workshop on Edge Systems, Analytics and …, 2022
12022
AI as a Medical Ally: Evaluating ChatGPT's Usage and Impact in Indian Healthcare
A Raina, P Mishra, D Kumar
arXiv preprint arXiv:2401.15605, 2024
2024
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Articles 1–20