Follow
Muthian Sivathanu
Muthian Sivathanu
Microsoft Research India
Verified email at cs.wisc.edu - Homepage
Title
Cited by
Cited by
Year
Gandiva: Introspective cluster scheduling for deep learning
W Xiao, R Bhardwaj, R Ramjee, M Sivathanu, N Kwatra, Z Han, P Patel, ...
13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018
4772018
{Semantically-Smart} Disk Systems
M Sivathanu, V Prabhakaran, FI Popovici, TE Denehy, ...
2nd USENIX Conference on File and Storage Technologies (FAST 03), 2003
2782003
Improving storage system availability with D-GRAID
M Sivathanu, V Prabhakaran, AC Arpaci-Dusseau, RH Arpaci-Dusseau
ACM Transactions on Storage (TOS) 1 (2), 133-170, 2005
1582005
Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning
S Chaudhary, R Ramjee, M Sivathanu, N Kwatra, S Viswanatha
Proceedings of the Fifteenth European Conference on Computer Systems, 1-16, 2020
1172020
Life or Death at Block-Level.
M Sivathanu, LN Bairavasundaram, AC Arpaci-Dusseau, ...
OSDI 4, 26-26, 2004
942004
X-ray: A non-invasive exclusive caching mechanism for raids
LN Bairavasundaram, M Sivathanu, AC Arpaci-Dusseau, ...
ACM SIGARCH Computer Architecture News 32 (2), 176, 2004
822004
Quiver: An informed storage cache for deep learning
AV Kumar, M Sivathanu
18th USENIX Conference on File and Storage Technologies (FAST 20), 283-296, 2020
672020
Varuna: scalable, low-cost training of massive deep learning models
S Athlur, N Saran, M Sivathanu, R Ramjee, N Kwatra
Proceedings of the Seventeenth European Conference on Computer Systems, 472-487, 2022
612022
Database-Aware Semantically-Smart Storage.
M Sivathanu, LN Bairavasundaram, AC Arpaci-Dusseau, ...
FAST 5, 18, 2005
592005
Astra: Exploiting predictability to optimize deep learning
M Sivathanu, T Chugh, SS Singapuram, L Zhou
Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019
532019
Semantically-smart disk systems: past, present, and future
AC Arpaci-Dusseau, RH Arpaci-Dusseau, LN Bairavasundaram, ...
ACM SIGMETRICS Performance Evaluation Review 33 (4), 29-35, 2006
512006
A Logic of File Systems.
M Sivathanu, AC Arpaci-Dusseau, RH Arpaci-Dusseau, S Jha
FAST 5, 1-1, 2005
452005
Evolving RPC for active storage
M Sivathanu, AC Arpaci-Dusseau, RH Arpaci-Dusseau
Proceedings of the 10th international conference on Architectural support …, 2002
382002
Unsupervised clustering using pseudo-semi-supervised learning
D Gupta, R Ramjee, N Kwatra, M Sivathanu
International Conference on Learning Representations, 2019
272019
Blockene: A high-throughput blockchain over mobile devices
S Satija, A Mehra, S Singanamalla, K Grover, M Sivathanu, N Chandran, ...
14th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2020
252020
Zero-copy transfer of memory between address spaces
M Talluri, M Sivathanu
US Patent 7,454,477, 2008
252008
Wide-minima density hypothesis and the explore-exploit learning rate schedule
N Iyer, V Thejas, N Kwatra, R Ramjee, M Sivathanu
Journal of Machine Learning Research 24 (65), 1-37, 2023
162023
Singularity: Planet-scale, preemptive and elastic scheduling of AI workloads
D Shukla, M Sivathanu, S Viswanatha, B Gulavani, R Nehme, A Agrawal, ...
arXiv preprint arXiv:2202.07848, 2022
162022
Vishrambh: Trusted philanthropy with end-to-end transparency
A Mehra, S Lokam, A Jain, M Sivathanu, S Singanamalla, J ONeill
HCI for Blockchain: a CHI 2018 Workshop on Studying, Critiquing, Designing …, 2018
142018
Lightweight blockchain based on split-trust
M Sivathanu, N Chandran, D Gupta, A Mehra, SV Lokam, S Satija, ...
US Patent 11,405,181, 2022
112022
The system can't perform the operation now. Try again later.
Articles 1–20