Jack Kosaian - RankMe

14 papers A* 4A 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	EVT: Accelerating Deep Learning Training with Epilogue Visitor Tree. ASPLOS (3) Zhaodong Chen, Andrew Kerr, Richard Cai, Jack Kosaian, Haicheng Wu, Yufei Ding, Yuan Xie
2024	—	`conf`	Rethinking Erasure-Coding Libraries in the Age of Optimized Machine Learning. HotStorage Jiyu Hu, Jack Kosaian, K. V. Rashmi
2023	J	`jnl`	Efficient Fault Tolerance for Recommendation Model Training via Erasure Coding. Proc. VLDB Endow. Tianyu Zhang, Kaige Liu, Jack Kosaian, Juncheng Yang, Rashmi Vinayak
2022	J	`jnl`	A Study on the Intersection of GPU Utilization and CNN Inference. CoRR Jack Kosaian, Amar Phanishayee
2021	J	`jnl`	Arithmetic-Intensity-Guided Fault Tolerance for Neural Network Inference on GPUs. CoRR Jack Kosaian, K. V. Rashmi
2021	A	`conf`	Arithmetic-intensity-guided fault tolerance for neural network inference on GPUs. SC Jack Kosaian, K. V. Rashmi
2021	A*	`conf`	Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size. ICML Jack Kosaian, Amar Phanishayee, Matthai Philipose, Debadeepta Dey, Rashmi Vinayak
2021	J	`jnl`	ECRM: Efficient Fault Tolerance for Recommendation Model Training via Erasure Coding. CoRR Kaige Liu, Jack Kosaian, K. V. Rashmi
2020	J	`jnl`	Learning-Based Coded Computation. IEEE J. Sel. Areas Inf. Theory Jack Kosaian, K. V. Rashmi, Shivaram Venkataraman
2019	J	`jnl`	Parity Models: A General Framework for Coding-Based Resilience in ML Inference. CoRR Jack Kosaian, K. V. Rashmi, Shivaram Venkataraman
2019	A*	`conf`	Parity models: erasure-coded resilience for prediction serving systems. SOSP Jack Kosaian, K. V. Rashmi, Shivaram Venkataraman
2019	A*	`conf`	Vantage: optimizing video upload for time-shifted viewing of social live streams. SIGCOMM Devdeep Ray, Jack Kosaian, K. V. Rashmi, Srinivasan Seshan
2018	J	`jnl`	Learning a Code: Machine Learning for Approximate Non-Linear Coded Computation. CoRR Jack Kosaian, K. V. Rashmi, Shivaram Venkataraman
2016	A*	`conf`	EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding. OSDI K. V. Rashmi, Mosharaf Chowdhury, Jack Kosaian, Ion Stoica, Kannan Ramchandran