Joel Wolfrath

12 papers A 1B 2Misc 1Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
SneakPeek: Data-Aware Model Selection and Scheduling for Inference Serving on the Edge.
SoCC
Joel Wolfrath, Daniel Frink, Abhishek Chandra
2025 J jnl
SneakPeek: Data-Aware Model Selection and Scheduling for Inference Serving on the Edge.
CoRR
Joel Wolfrath, Daniel Frink, Abhishek Chandra
2024 J jnl
A Biased Estimator for MinMax Sampling and Distributed Aggregation.
CoRR
Joel Wolfrath, Abhishek Chandra
2024 B conf
Leveraging Multi-Modal Data for Efficient Edge Inference Serving.
CCGrid
Joel Wolfrath, Anirudh Achanta, Abhishek Chandra
2024 J jnl
Stronger Baseline Models - A Key Requirement for Aligning Machine Learning Research with Clinical Utility.
CoRR
Nathan Wolfrath, Joel Wolfrath, Hengrui Hu, Anjishnu Banerjee, Anai N. Kothari
2023 — conf
Plexus: Optimizing Join Approximation for Geo-Distributed Data Analytics.
SoCC
Joel Wolfrath, Abhishek Chandra
2022 B conf
Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling.
IC2E
Joel Wolfrath, Abhishek Chandra
2022 J jnl
Efficient Transmission and Reconstruction of Dependent Data Streams via Edge Sampling.
CoRR
Joel Wolfrath, Abhishek Chandra
2022 A conf
HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning.
IPDPS
Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Yuanli Wang, Abhishek Chandra
2022 — conf
Towards WAN-aware join sampling over geo-distributed data.
EdgeSys@EuroSys
Dhruv Kumar, Joel Wolfrath, Abhishek Chandra, Ramesh K. Sitaraman
2021 — conf
Accelerated Training via Device Similarity in Federated Learning.
EdgeSys@EuroSys
Yuanli Wang, Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar, Abhishek Chandra
2020 Misc conf
Poster: Data-Aware Edge Sampling for Aggregate Query Approximation.
SEC
Joel Wolfrath, Abhishek Chandra