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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
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publications
Poster: Data-Aware Edge Sampling for Aggregate Query Approximation
Joel Wolfrath and Abhishek Chandra. 2020. Data-Aware Edge Sampling for Aggregate Query Approximation. In 2020 IEEE/ACM Symposium on Edge Computing (SEC 2020).
Best Poster Award
Accelerated Training via Device Similarity in Federated Learning
Yuanli Wang, Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Abhishek Chandra. 2021. Accelerated Training via Device Similarity in Federated Learning. In 4th International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2021).
Towards WAN-Aware Join Sampling over Geo-Distributed Data
Dhruv Kumar, Joel Wolfrath, Abhishek Chandra, Ramesh Sitaraman. 2022. Towards WAN-Aware Join Sampling over Geo-Distributed Data. In 5th International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2022).
HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning
Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Yuanli Wang, and Abhishek Chandra. 2022. HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning. 36th IEEE International Parallel and Distributed Processing Symposium (IPDPS 2022).
Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling
Joel Wolfrath and Abhishek Chandra. 2022. Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling. 10th IEEE International Conference on Cloud Engineering (IC2E 2022).