Adithya Kumar

12 papers A* 2Misc 2Journal 5Unranked 3
YearRankTypeTitle / 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