Avinash Maurya

According to our database, Avinash Maurya authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

Deep Optimizer States: Towards Scalable Training of Transformer Models using Interleaved Offloading.

Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae

Proceedings of the 25th International Middleware Conference, 2024

Application-Attuned Memory Management for Containerized HPC Workflows.

Moiz Arif, Avinash Maurya, M. Mustafa Rafique, Dimitrios S. Nikolopoulos, Ali Raza Butt

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models.

Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae

Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024

Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers.

Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae

Proceedings of the 14th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures, 2024

2023

COLTI: Towards Concurrent and Co-located DNN Training and Inference.

Jaiaid Mobin, Avinash Maurya, M. Mustafa Rafique

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching.

Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae

Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

Towards Efficient I/O Pipelines Using Accumulated Compression.

Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Franck Cappello

Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023

Accelerating Performance of GPU-based Workloads Using CXL.

Moiz Arif, Avinash Maurya, M. Mustafa Rafique

Proceedings of the 13th Workshop on AI and Scientific Computing at Scale using Flexible Computing, 2023

2022

Towards Efficient Cache Allocation for High-Frequency Checkpointing.

Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot, Franck Cappello

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

Towards Data Gravity and Compliance Aware Distributed Deep Learning on Hybrid Clouds.

Avinash Maurya, Jaiaid Mobin, M. Mustafa Rafique

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

2021

Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing.

Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Thierry Tonellot, Franck Cappello

Proceedings of the 29th International Symposium on Modeling, 2021

2020

CoSim: A Simulator for Co-Scheduling of Batch and On-Demand Jobs in HPC Datacenters.

Avinash Maurya, Bogdan Nicolae, Ishan Guliani, M. Mustafa Rafique

Proceedings of the 24th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2020