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Sahil Tyagi
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 18
Top Topics
Lightweight
Anomaly Detection
Distributed Learning
Streaming Data
Top Venues
CoRR
CLOUD
eScience
CLUSTER
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Publications
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Sahil Tyagi
,
Prateek Sharma
Scavenger: A Cloud Service For Optimizing Cost and Performance of ML Training.
CCGrid
(2023)
Sahil Tyagi
Scavenger: A Cloud Service for Optimizing Cost and Performance of DL Training.
CCGridW
(2023)
Sahil Tyagi
,
Martin Swany
GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training.
CoRR
(2023)
Sahil Tyagi
,
Martin Swany
GraVAC: Adaptive Compression for Communication-Efficient Distributed DL Training.
CLOUD
(2023)
Sahil Tyagi
,
Martin Swany
Flexible Communication for Optimal Distributed Learning over Unpredictable Networks.
CoRR
(2023)
Sahil Tyagi
,
Prateek Sharma
Scavenger: A Cloud Service for Optimizing Cost and Performance of ML Training.
CoRR
(2023)
Sahil Tyagi
,
Prateek Sharma
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching.
CoRR
(2023)
Sahil Tyagi
,
Martin Swany
Accelerating Distributed ML Training via Selective Synchronization.
CLUSTER
(2023)
Sahil Tyagi
,
Martin Swany
ScaDLES: Scalable Deep Learning over Streaming data at the Edge.
CoRR
(2023)
Sahil Tyagi
,
Martin Swany
Accelerating Distributed ML Training via Selective Synchronization.
CoRR
(2023)
Sahil Tyagi
,
Martin Swany
Accelerating Distributed ML Training via Selective Synchronization (Poster Abstract).
CLUSTER Workshops
(2023)
Sahil Tyagi
,
Martin Swany
Flexible Communication for Optimal Distributed Learning over Unpredictable Networks.
BigData
(2023)
Sahil Tyagi
,
Martin Swany
ScaDLES: Scalable Deep Learning over Streaming data at the Edge.
Big Data
(2022)
Shilpa Chaturvedi
,
Sahil Tyagi
,
Yogesh Simmhan
Cost-Effective Sharing of Streaming Dataflows for IoT Applications.
IEEE Trans. Cloud Comput.
9 (4) (2021)
Sahil Tyagi
,
Prateek Sharma
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching.
ACSOS
(2020)
Chathura Widanage
,
Jiayu Li
,
Sahil Tyagi
,
Ravi Teja
,
Bo Peng
,
Supun Kamburugamuve
,
Dan Baum
,
Dayle Smith
,
Judy Qiu
,
Jon Koskey
Anomaly Detection over Streaming Data: Indy500 Case Study.
CLOUD
(2019)
Shilpa Chaturvedi
,
Sahil Tyagi
,
Yogesh Simmhan
Collaborative Reuse of Streaming Dataflows in IoT Applications.
eScience
(2017)
Shilpa Chaturvedi
,
Sahil Tyagi
,
Yogesh Simmhan
Collaborative Reuse of Streaming Dataflows in IoT Applications.
CoRR
(2017)