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Joel Wolfrath
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HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning
J Wolfrath, N Sreekumar, D Kumar, Y Wang, A Chandra
2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2022
262022
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
Efficient transmission and reconstruction of dependent data streams via edge sampling
J Wolfrath, A Chandra
2022 IEEE International Conference on Cloud Engineering (IC2E), 47-57, 2022
22022
Plexus: Optimizing Join Approximation for Geo-Distributed Data Analytics
J Wolfrath, A Chandra
Proceedings of the ACM Symposium on Cloud Computing, 1-16, 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
Leveraging Multi-Modal Data for Efficient Edge Inference Serving
J Wolfrath, A Achanta, A Chandra
2024 IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2024
2024
A Biased Estimator for MinMax Sampling and Distributed Aggregation
J Wolfrath, A Chandra
arXiv preprint arXiv:2404.17690, 2024
2024
Hypervisor having local keystore
J Wolfrath, C Engel, M Vaught, M Bowcutt, P Scramlin
US Patent 11,809,568, 2022
2022
Data-Aware Edge Sampling for Aggregate Query Approximation
J Wolfrath, A Chandra
2020 IEEE/ACM Symposium on Edge Computing (SEC), 158-160, 2020
2020
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Articles 1–9