Joel Wolfrath

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Distributed Data

Integrating Heterogeneous

Online Training

Top Venues

EdgeSys@EuroSys

Publications

Joel Wolfrath, Abhishek Chandra
A Biased Estimator for MinMax Sampling and Distributed Aggregation. CoRR (2024)
Joel Wolfrath, Abhishek Chandra
Plexus: Optimizing Join Approximation for Geo-Distributed Data Analytics. SoCC (2023)
Joel Wolfrath, Abhishek Chandra
Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling. CoRR (2022)
Dhruv Kumar, Joel Wolfrath, Abhishek Chandra, Ramesh K. Sitaraman
Towards WAN-aware join sampling over geo-distributed data. EdgeSys@EuroSys (2022)
Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Yuanli Wang, Abhishek Chandra
HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning. IPDPS (2022)
Joel Wolfrath, Abhishek Chandra
Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling. IC2E (2022)
Yuanli Wang, Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Abhishek Chandra
Accelerated Training via Device Similarity in Federated Learning. EdgeSys@EuroSys (2021)
Joel Wolfrath, Abhishek Chandra
Poster: Data-Aware Edge Sampling for Aggregate Query Approximation. SEC (2020)