Muthian Sivathanu

Orcid: 0009-0004-6190-9733

Affiliations:
  • University of Wisconsin-Madison, Madison, USA


According to our database1, Muthian Sivathanu authored at least 23 papers between 2001 and 2024.

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Timeline

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Bibliography

2024
TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews.
CoRR, 2024

Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023
Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule.
J. Mach. Learn. Res., 2023

2022
Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads.
CoRR, 2022

Varuna: scalable, low-cost training of massive deep learning models.
Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

2021
LRTuner: A Learning Rate Tuner for Deep Neural Networks.
CoRR, 2021

2020
INSTalytics: Cluster Filesystem Co-design for Big-data Analytics.
ACM Trans. Storage, 2020

Blockene: A High-throughput Blockchain Over Mobile Devices.
Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Unsupervised Clustering using Pseudo-semi-supervised Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

Quiver: An Informed Storage Cache for Deep Learning.
Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning.
Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

2019
Astra: Exploiting Predictability to Optimize Deep Learning.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018
Gandiva: Introspective Cluster Scheduling for Deep Learning.
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2006
Semantically-smart disk systems: past, present, and future.
SIGMETRICS Perform. Evaluation Rev., 2006

2005
Improving storage system availability with D-GRAID.
ACM Trans. Storage, 2005

Database-Aware Semantically-Smart Storage.
Proceedings of the FAST '05 Conference on File and Storage Technologies, 2005

A Logic of File Systems.
Proceedings of the FAST '05 Conference on File and Storage Technologies, 2005

2004
Life or Death at Block-Level.
Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI 2004), 2004

X-RAY: A Non-Invasive Exclusive Caching Mechanism for RAIDs.
Proceedings of the 31st International Symposium on Computer Architecture (ISCA 2004), 2004

Improving Storage System Availability with D-GRAID (Awarded Best Student Paper!).
Proceedings of the FAST '04 Conference on File and Storage Technologies, March 31, 2004

2003
Semantically-Smart Disk Systems.
Proceedings of the FAST '03 Conference on File and Storage Technologies, March 31, 2003

2002
Evolving RPC for active storage.
Proceedings of the 10th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-X), 2002

2001
Block Asynchronous I/O: A Flexible Infrastructure for User-Level Filesystems.
Proceedings of the High Performance Computing - HiPC 2001, 8th International Conference, 2001


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