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Suvinay Subramanian
Suvinay Subramanian
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Programmable Packet Scheduling at Line Rate
A Sivaraman, S Subramanian, M Alizadeh, S Chole, ST Chuang, ...
Proceedings of the 2016 conference on ACM SIGCOMM 2016 Conference, 44-57, 2016
3532016
TPU v4: An optically reconfigurable supercomputer for machine learning with hardware support for embeddings
NP Jouppi, G Kurian, S Li, P Ma, R Nagarajan, L Nai, N Patil, ...
arXiv preprint arXiv:2304.01433, 2023
3162023
SCORPIO: A 36-core Research Chip Demonstrating Snoopy Coherence on a Scalable Mesh NoC with In-Network Ordering
BK Daya, CHO Chen, S Subramanian, WC Kwon, S Park, T Krishna, ...
Computer Architecture (ISCA), 2014 ACM/IEEE 41st International Symposium on …, 2014
1832014
A Scalable Architecture for Ordered Parallelism
MC Jeffrey, S Subramanian, C Yan, J Emer, D Sanchez
Proceedings of the 48th International Symposium on Microarchitecture, 228-241, 2015
1382015
SMART: A Single-Cycle Reconfigurable NoC for SoC Applications
CHO Chen, S Park, T Krishna, S Subramanian, AP Chandrakasan, ...
Proceedings of the Conference on Design, Automation and Test in Europe, 338-343, 2013
1342013
No Silver Bullet: Extending SDN to the Data Plane
A Sivaraman, K Winstein, S Subramanian, H Balakrishnan
Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 19, 2013
952013
Towards Programmable Packet Scheduling
A Sivaraman, S Subramanian, A Agrawal, S Chole, ST Chuang, T Edsall, ...
Proceedings of the 14th ACM Workshop on Hot Topics in Networks, 23, 2015
772015
FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks
SC Kao, S Subramanian, G Agrawal, A Yazdanbakhsh, T Krishna
Proceedings of the 28th ACM International Conference on Architectural …, 2023
542023
Data-Centric Execution of Speculative Parallel Programs
MC Jeffrey, S Subramanian, M Abeydeera, J Emer, D Sanchez
Proceedings of the 49th annual IEEE/ACM international symposium on …, 2016
492016
Fractal: An Execution Model for Fine-Grain Nested Speculative Parallelism
S Subramanian, MC Jeffrey, M Abeydeera, HR Lee, VA Ying, J Emer, ...
Proceedings of the 44th Annual International Symposium on Computer …, 2017
362017
Unlocking Ordered Parallelism with the Swarm Architecture
M Jeffrey, S Subramanian, C Yan, J Emer, D Sanchez
Micro 36 (3), 105-117, 2016
362016
Single-Cycle Multihop Asynchronous Repeated Traversal: A SMART Future for Reconfigurable On-Chip Networks
T Krishna, CHO Chen, S Park, WC Kwon, S Subramanian, ...
Computer, 48-55, 2013
342013
Harmonizing Speculative and Non-Speculative Execution in Architectures for Ordered Parallelism
MC Jeffrey, VA Ying, S Subramanian, HR Lee, J Emer, D Sanchez
2018 51st Annual IEEE/ACM International Symposium on Microarchitecture …, 2018
212018
SAM: Optimizing Multithreaded Cores for Speculative Parallelism
M Abeydeera, S Subramanian, MC Jeffrey, J Emer, D Sanchez
Parallel Architectures and Compilation Techniques (PACT), 2017 26th …, 2017
212017
STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition
Y Lu, S Agrawal, S Subramanian, O Rybakov, C De Sa, A Yazdanbakhsh
arXiv preprint arXiv:2302.01172, 2023
132023
Training Recipe for N:M Structured Sparsity with Decaying Pruning Mask
SC Kao, A Yazdanbakhsh, S Subramanian, S Agrawal, U Evci, T Krishna
arXiv preprint arXiv:2209.07617, 2022
102022
Progressive Gradient Flow for Robust N: M Sparsity Training in Transformers
AR Bambhaniya, A Yazdanbakhsh, S Subramanian, SC Kao, S Agrawal, ...
arXiv preprint arXiv:2402.04744, 2024
72024
JaxPruner: A concise library for sparsity research
JH Lee, W Park, NE Mitchell, J Pilault, JSO Ceron, HB Kim, N Lee, ...
Conference on Parsimony and Learning, 515-528, 2024
62024
Ordered Mesh Network Interconnect (OMNI): Design and Implementation of In-network Coherence
S Subramanian
Massachusetts Institute of Technology, 2013
52013
Effective Interplay between Sparsity and Quantization: From Theory to Practice
SB Harma, A Chakraborty, E Kostenok, D Mishin, D Ha, B Falsafi, M Jaggi, ...
arXiv preprint arXiv:2405.20935, 2024
42024
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