Muthian Sivathanu - researchr alias

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Viewing Publication 1 - 21 from 21

2024

Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training FailuresTanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav S. Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu. eurosys 2024: 1110-1125 [doi]

2023

Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate ScheduleNikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu. jmlr, 24, 2023. [doi]

2022

Varuna: scalable, low-cost training of massive deep learning modelsSanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra. eurosys 2022: 472-487 [doi]

2020

Balancing efficiency and fairness in heterogeneous GPU clusters for deep learningShubham Chaudhary, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Srinidhi Viswanatha. eurosys 2020: [doi]

Unsupervised Clustering using Pseudo-semi-supervised LearningDivam Gupta, Ramachandran Ramjee, Nipun Kwatra, Muthian Sivathanu. iclr 2020: [doi]

Quiver: An Informed Storage Cache for Deep LearningAbhishek Vijaya Kumar, Muthian Sivathanu. FAST 2020: 283-296 [doi]

Blockene: A High-throughput Blockchain Over Mobile DevicesSambhav Satija, Apurv Mehra, Sudheesh Singanamalla, Karan Grover, Muthian Sivathanu, Nishanth Chandran, Divya Gupta 0001, Satya Lokam. osdi 2020: 567-582 [doi]

INSTalytics: Cluster Filesystem Co-design for Big-data AnalyticsMuthian Sivathanu, Midhul Vuppalapati, Bhargav S. Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia. tos, 15(4), 2020. [doi]

2019

INSTalytics: Cluster Filesystem Co-design for Big-data AnalyticsMuthian Sivathanu, Midhul Vuppalapati, Bhargav S. Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia. FAST 2019: 235-248 [doi]

Astra: Exploiting Predictability to Optimize Deep LearningMuthian Sivathanu, Tapan Chugh, Sanjay S. Singapuram, Lidong Zhou. asplos 2019: 909-923 [doi]

2018

Gandiva: Introspective Cluster Scheduling for Deep LearningWencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou. osdi 2018: 595-610 [doi]

2006

Semantically-smart disk systems: past, present, and futureAndrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Lakshmi N. Bairavasundaram, Timothy E. Denehy, Florentina I. Popovici, Vijayan Prabhakaran, Muthian Sivathanu. sigmetrics, 33(4):29-35, 2006. [doi]

2005

2004

2003

Semantically-Smart Disk SystemsMuthian Sivathanu, Vijayan Prabhakaran, Florentina I. Popovici, Timothy E. Denehy, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau. FAST 2003: [doi]

2002

Evolving RPC for active storageMuthian Sivathanu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau. asplos 2002: 264-276 [doi]

2001

Block Asynchronous I/O: A Flexible Infrastructure for User-Level FilesystemsMuthian Sivathanu, Venkateshwaran Venkataramani, Remzi H. Arpaci-Dusseau. hipc 2001: 249-261 [doi]

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