Suhas Jayaram Subramanya

According to our database, Suhas Jayaram Subramanya authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling.

Suhas Jayaram Subramanya, Daiyaan Arfeen, Shouxu Lin, Aurick Qiao, Zhihao Jia, Gregory R. Ganger

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

2021

FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search.

Aditi Singh, Suhas Jayaram Subramanya, Ravishankar Krishnaswamy, Harsha Vardhan Simhadri

CoRR, 2021

Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning.

Aurick Qiao, Sang Keun Choe, Suhas Jayaram Subramanya, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing

Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search.

Harsha Vardhan Simhadri, George Williams, Martin Aumüller, Matthijs Douze, Artem Babenko, Dmitry Baranchuk, Qi Chen, Lucas Hosseini, Ravishankar Krishnaswamy, Gopal Srinivasa, Suhas Jayaram Subramanya, Jingdong Wang

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

2020

PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy.

Saurabh Kadekodi, Francisco Maturana, Suhas Jayaram Subramanya, Juncheng Yang, K. V. Rashmi, Gregory R. Ganger

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

2019

BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?

Suhas Jayaram Subramanya, Harsha Vardhan Simhadri, Srajan Garg, Anil Kag, Venkatesh Balasubramanian

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Rand-NSG: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node.

Suhas Jayaram Subramanya, Devvrit, Harsha Vardhan Simhadri, Ravishankar Krishnaswamy, Rohan Kadekodi

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019