Concepedia

Nikhil Sreekumar

NS

Statistics

Publications

2

Citations

73

H-Index

2

Active since

2021

Affiliations

University of Minnesota(Current)

Nikhil Sreekumar is an author at University of Minnesota specializing in edge computing, computer science, and machine learning.

Top concepts

Data MiningEngineeringData PrivacyData ScienceData SecurityEdge ComputingCloud ComputingComputer ScienceMachine LearningMobile Computing

Publications per year

2021–2022

2

Publications

2

HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning

Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar et al. · 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) · 2022 · 58 citations

Cluster Computing, Engineering, Machine Learning +18

Accelerated Training via Device Similarity in Federated Learning

Yuanli Wang, Joel Wolfrath, Nikhil Sreekumar et al. · 2021 · 15 citations

Cluster Computing, Engineering, Machine Learning +19

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