Adithya Kumar - RankMe

12 papers A* 2Misc 2Journal 5Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Revisiting Reliability in Large-Scale Machine Learning Research Clusters. HPCA Apostolos Kokolis, Michael Kuchnik, John Hoffman, Adithya Kumar, Parth Malani, Faye Ma, Zachary DeVito, Shubho Sengupta, Kalyan Saladi, Carole-Jean Wu
2024	J	`jnl`	Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers. Knowl. Based Syst. Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
2024	J	`jnl`	Revisiting Reliability in Large-Scale Machine Learning Research Clusters. CoRR Apostolos Kokolis, Michael Kuchnik, John Hoffman, Adithya Kumar, Parth Malani, Faye Ma, Zachary DeVito, Shubho Sengupta, Kalyan Saladi, Carole-Jean Wu
2023	J	`jnl`	Explainable machine learning to enable high-throughput electrical conductivity optimization of doped conjugated polymers. CoRR Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan
2023	—	`conf`	SplitRPC: A {Control + Data} Path Splitting RPC Stack for ML Inference Serving. SIGMETRICS (Abstracts) Adithya Kumar, Anand Sivasubramaniam, Timothy Zhu
2023	J	`jnl`	SplitRPC: A {Control + Data} Path Splitting RPC Stack for ML Inference Serving. Proc. ACM Meas. Anal. Comput. Syst. Adithya Kumar, Anand Sivasubramaniam, Timothy Zhu
2022	Misc	`conf`	Overflowing emerging neural network inference tasks from the GPU to the CPU on heterogeneous servers. SYSTOR Adithya Kumar, Anand Sivasubramaniam, Timothy Zhu
2021	—	`conf`	Design space for scaling-in general purpose computing within the DDR DRAM hierarchy for map-reduce workloads. CF Siddhartha Balakrishna Rai, Anand Sivasubramaniam, Adithya Kumar, Prasanna Venkatesh Rengasamy, Vijaykrishnan Narayanan, Ameen Akel, Sean Eilert
2021	Misc	`conf`	To move or not to move?: page migration for irregular applications in over-subscribed GPU memory systems with DynaMap. SYSTOR Chia-Hao Chang, Adithya Kumar, Anand Sivasubramaniam
2020	—	`conf`	Pocolo: Power Optimized Colocation in Power Constrained Environments. IISWC Iyswarya Narayanan, Adithya Kumar, Anand Sivasubramaniam
2020	A*	`conf`	The Fast and The Frugal: Tail Latency Aware Provisioning for Coping with Load Variations. WWW Adithya Kumar, Iyswarya Narayanan, Timothy Zhu, Anand Sivasubramaniam
2013	J	`jnl`	On reducing delay in mobile data collection based wireless sensor networks. Wirel. Networks Arun K. Kumar, Krishna M. Sivalingam, Adithya Kumar