Avinash Maurya

25 papers A 7B 1C 1Misc 2Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
DataStates-LLM: Scalable Checkpointing for Transformer Models Using Composable State Providers.
CoRR
Avinash Maurya, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2026 — conf
Understanding LLM Checkpoint/Restore I/O Strategies and Patterns.
SCA/HPC Asia Workshops
Mikaila J. Gossman, Avinash Maurya, Bogdan Nicolae, Jon Calhoun
2025 J jnl
BOOST: BOttleneck-Optimized Scalable Training Framework for Low-Rank Large Language Models.
CoRR
Zhengyang Wang, Ziyue Liu, Ruijie Zhang, Avinash Maurya, Paul D. Hovland, Bogdan Nicolae, Franck Cappello, Zheng Zhang
2025 J jnl
Been There, Scanned That: Nostalgia-Driven LiDAR Compression for Self-Driving Cars.
CoRR
Ali Khalid, Jaiaid Mobin, Sumanth Rao Appala, Avinash Maurya, Julie Stephany Berrio Perez, M. Mustafa Rafique, Fawad Ahmad
2025 A conf
Characterizing the Behavior and Impact of KV Caching on Transformer Inferences Under Concurrency.
IPDPS
Jie Ye, Jaime Cernuda, Avinash Maurya, Xian-He Sun, Anthony Kougkas, Bogdan Nicolae
2025 J jnl
EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants.
CoRR
Franck Cappello, Sandeep Madireddy, Robert Underwood, Neil Getty, Nicholas Lee-Ping Chia, Nesar Ramachandra, Josh Nguyen, Murat Keçeli, Tanwi Mallick, Zilinghan Li, Marieme Ngom, Chenhui Zhang, Angel Yanguas-Gil, Evan R. Antoniuk, Bhavya Kailkhura, Minyang Tian, Yufeng Du, Yuan-Sen Ting, Azton Wells, Bogdan Nicolae, Avinash Maurya, M. Mustafa Rafique, Eliu A. Huerta, Bo Li, Ian T. Foster, Rick Stevens
2025 — conf
Evaluating Expansion Memory for Optimizer State Offloading for Large Transformer Models.
IPDPS (Workshops)
Moiz Arif, Avinash Maurya, Sudharshan Vazhkudai, Bogdan Nicolae
2025 A conf
MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall.
SC
Avinash Maurya, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2025 J jnl
MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall.
CoRR
Avinash Maurya, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2025 J jnl
Understanding LLM Checkpoint/Restore I/O Strategies and Patterns.
CoRR
Mikaila J. Gossman, Avinash Maurya, Bogdan Nicolae, Jon C. Calhoun
2024 A conf
Application-Attuned Memory Management for Containerized HPC Workflows.
IPDPS
Moiz Arif, Avinash Maurya, M. Mustafa Rafique, Dimitrios S. Nikolopoulos, Ali Raza Butt
2024 — conf
Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers.
FlexScience@HPDC
Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024 J jnl
Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers.
CoRR
Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024 A conf
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models.
HPDC
Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024 J jnl
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models.
CoRR
Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024 J jnl
Deep Optimizer States: Towards Scalable Training of Transformer Models Using Interleaved Offloading.
CoRR
Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2024 A conf
Deep Optimizer States: Towards Scalable Training of Transformer Models using Interleaved Offloading.
Middleware
Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae
2023 — conf
Accelerating Performance of GPU-based Workloads Using CXL.
FlexScience@HPDC
Moiz Arif, Avinash Maurya, M. Mustafa Rafique
2023 A conf
COLTI: Towards Concurrent and Co-located DNN Training and Inference.
HPDC
Jaiaid Mobin, Avinash Maurya, M. Mustafa Rafique
2023 A conf
GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching.
HPDC
Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae
2023 Misc conf
Towards Efficient I/O Pipelines Using Accumulated Compression.
HiPC
Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Franck Cappello
2022 — conf
Towards Data Gravity and Compliance Aware Distributed Deep Learning on Hybrid Clouds.
HiPCW
Avinash Maurya, Jaiaid Mobin, M. Mustafa Rafique
2022 Misc conf
Towards Efficient Cache Allocation for High-Frequency Checkpointing.
HIPC
Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot, Franck Cappello
2021 B conf
Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing.
MASCOTS
Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Thierry Tonellot, Franck Cappello
2020 C conf
CoSim: A Simulator for Co-Scheduling of Batch and On-Demand Jobs in HPC Datacenters.
DS-RT
Avinash Maurya, Bogdan Nicolae, Ishan Guliani, M. Mustafa Rafique