Adithya Kumar

According to our database, Adithya Kumar authored at least 10 papers between 2013 and 2024.

Collaborative distances:

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

2024

Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers.

Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan

Knowl. Based Syst., 2024

Revisiting Reliability in Large-Scale Machine Learning Research Clusters.

Apostolos Kokolis, Michael Kuchnik, John Hoffman, Adithya Kumar, Parth Malani, Faye Ma, Zachary DeVito, Shubho Sengupta, Kalyan Saladi, Carole-Jean Wu

CoRR, 2024

2023

SplitRPC: A {Control + Data} Path Splitting RPC Stack for ML Inference Serving.

Adithya Kumar, Anand Sivasubramaniam, Timothy Zhu

Proc. ACM Meas. Anal. Comput. Syst., 2023

Explainable machine learning to enable high-throughput electrical conductivity optimization of doped conjugated polymers.

Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan

CoRR, 2023

2022

Overflowing emerging neural network inference tasks from the GPU to the CPU on heterogeneous servers.

Adithya Kumar, Anand Sivasubramaniam, Timothy Zhu

Proceedings of the SYSTOR '22: The 15th ACM International Systems and Storage Conference, Haifa, Israel, June 13, 2022

2021

To move or not to move?: page migration for irregular applications in over-subscribed GPU memory systems with DynaMap.

Chia-Hao Chang, Adithya Kumar, Anand Sivasubramaniam

Proceedings of the SYSTOR '21: The 14th ACM International Systems and Storage Conference, 2021

Design space for scaling-in general purpose computing within the DDR DRAM hierarchy for map-reduce workloads.

Siddhartha Balakrishna Rai, Anand Sivasubramaniam, Adithya Kumar, Prasanna Venkatesh Rengasamy, Vijaykrishnan Narayanan, Ameen Akel, Sean Eilert

Proceedings of the CF '21: Computing Frontiers Conference, 2021

2020

The Fast and The Frugal: Tail Latency Aware Provisioning for Coping with Load Variations.

Adithya Kumar, Iyswarya Narayanan, Timothy Zhu, Anand Sivasubramaniam

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Pocolo: Power Optimized Colocation in Power Constrained Environments.

Iyswarya Narayanan, Adithya Kumar, Anand Sivasubramaniam

Proceedings of the IEEE International Symposium on Workload Characterization, 2020

2013

On reducing delay in mobile data collection based wireless sensor networks.

Arun K. Kumar, Krishna M. Sivalingam, Adithya Kumar

Wirel. Networks, 2013