Sahil Tyagi - RankMe

24 papers B 5C 1Journal 13Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tula: Optimizing Time, Cost, and Generalization in Distributed Large-Batch Training. CoRR Sahil Tyagi, Feiyi Wang
2025	—	`conf`	OmniFed: A Modular Framework for Configurable Federated Learning from Edge to HPC. SC Workshops Sahil Tyagi, Andrei Cozma, Olivera Kotevska, Feiyi Wang
2025	J	`jnl`	OmniFed: A Modular Framework for Configurable Federated Learning from Edge to HPC. CoRR Sahil Tyagi, Andrei Cozma, Olivera Kotevska, Feiyi Wang
2025	J	`jnl`	OmniLearn: A Framework for Distributed Deep Learning Over Heterogeneous Clusters. IEEE Trans. Parallel Distributed Syst. Sahil Tyagi, Prateek Sharma
2025	J	`jnl`	OmniLearn: A Framework for Distributed Deep Learning over Heterogeneous Clusters. CoRR Sahil Tyagi, Prateek Sharma
2025	J	`jnl`	On Using Large-Batches in Federated Learning. CoRR Sahil Tyagi
2023	—	`conf`	Accelerating Distributed ML Training via Selective Synchronization (Poster Abstract). CLUSTER Workshops Sahil Tyagi, Martin Swany
2023	C	`conf`	Accelerating Distributed ML Training via Selective Synchronization. CLUSTER Sahil Tyagi, Martin Swany
2023	J	`jnl`	Accelerating Distributed ML Training via Selective Synchronization. CoRR Sahil Tyagi, Martin Swany
2023	B	`conf`	Flexible Communication for Optimal Distributed Learning over Unpredictable Networks. IEEE Big Data Sahil Tyagi, Martin Swany
2023	J	`jnl`	Flexible Communication for Optimal Distributed Learning over Unpredictable Networks. CoRR Sahil Tyagi, Martin Swany
2023	B	`conf`	GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training. CLOUD Sahil Tyagi, Martin Swany
2023	J	`jnl`	GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training. CoRR Sahil Tyagi, Martin Swany
2023	J	`jnl`	ScaDLES: Scalable Deep Learning over Streaming data at the Edge. CoRR Sahil Tyagi, Martin Swany
2023	B	`conf`	Scavenger: A Cloud Service For Optimizing Cost and Performance of ML Training. CCGrid Sahil Tyagi, Prateek Sharma
2023	—	`conf`	Scavenger: A Cloud Service for Optimizing Cost and Performance of DL Training. CCGridW Sahil Tyagi
2023	J	`jnl`	Scavenger: A Cloud Service for Optimizing Cost and Performance of ML Training. CoRR Sahil Tyagi, Prateek Sharma
2023	J	`jnl`	Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching. CoRR Sahil Tyagi, Prateek Sharma
2022	B	`conf`	ScaDLES: Scalable Deep Learning over Streaming data at the Edge. IEEE Big Data Sahil Tyagi, Martin Swany
2021	J	`jnl`	Cost-Effective Sharing of Streaming Dataflows for IoT Applications. IEEE Trans. Cloud Comput. Shilpa Chaturvedi, Sahil Tyagi, Yogesh Simmhan
2020	—	`conf`	Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching. ACSOS Sahil Tyagi, Prateek Sharma
2019	B	`conf`	Anomaly Detection over Streaming Data: Indy500 Case Study. CLOUD Chathura Widanage, Jiayu Li, Sahil Tyagi, Ravi Teja, Bo Peng, Supun Kamburugamuve, Dan Baum, Dayle Smith, Judy Qiu, Jon Koskey
2017	—	`conf`	Collaborative Reuse of Streaming Dataflows in IoT Applications. eScience Shilpa Chaturvedi, Sahil Tyagi, Yogesh Simmhan
2017	J	`jnl`	Collaborative Reuse of Streaming Dataflows in IoT Applications. CoRR Shilpa Chaturvedi, Sahil Tyagi, Yogesh Simmhan