Nikhil Sreekumar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Multiple Scales

Training Instances

Data Distribution

Top Venues

EdgeSys@EuroSys

Publications

Jagat Sesh Challa, Navneet Goyal, Amogh Sharma, Nikhil Sreekumar, Sundar Balasubramaniam, Poonam Goyal
A Survey and Experimental Review on Data Distribution Strategies for Parallel Spatial Clustering Algorithms. J. Comput. Sci. Technol. 39 (3) (2024)
Lei Huang, Zhiying Liang, Nikhil Sreekumar, Sumanth Kaushik, Abhishek Chandra, Jon B. Weissman
Towards Elasticity in Heterogeneous Edge-dense Environments. ICDCS (2022)
Nikhil Sreekumar, A. Chandra, Jon B. Weissman
Evaluation of Locality, Latency and Geospace Aware Data Placement Strategies at the Edge. CoRR (2022)
Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Yuanli Wang, Abhishek Chandra
HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning. IPDPS (2022)
Lei Huang, Zhiying Liang, Nikhil Sreekumar, Sumanth Kaushik Vishwanath, Cody Perakslis, Abhishek Chandra, Jon B. Weissman
Armada: A Robust Latency-Sensitive Edge Cloud in Heterogeneous Edge-Dense Environments. CoRR (2021)
Yuanli Wang, Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Abhishek Chandra
Accelerated Training via Device Similarity in Federated Learning. EdgeSys@EuroSys (2021)
Nikhil Sreekumar, Abhishek Chandra, Jon B. Weissman
Position Paper: Towards a Robust Edge-Native Storage System. SEC (2020)