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Akash Dutta
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Neural Network
Top Venues
CoRR
IPDPS
AI4S
HPDC
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Publications
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Le Chen
,
Nesreen K. Ahmed
,
Akash Dutta
,
Arijit Bhattacharjee
,
Sixing Yu
,
Quazi Ishtiaque Mahmud
,
Waqwoya Abebe
,
Hung Phan
,
Aishwarya Sarkar
,
Branden Butler
,
Niranjan Hasabnis
,
Gal Oren
,
Vy A. Vo
,
Juan Pablo Muñoz
,
Theodore L. Willke
,
Tim Mattson
,
Ali Jannesari
The Landscape and Challenges of HPC Research and LLMs.
CoRR
(2024)
Akash Dutta
,
Jordi Alcaraz
,
Ali TehraniJamsaz
,
Eduardo César
,
Anna Sikora
,
Ali Jannesari
Performance Optimization using Multimodal Modeling and Heterogeneous GNN.
HPDC
(2023)
Ali TehraniJamsaz
,
Alok Mishra
,
Akash Dutta
,
Abid M. Malik
,
Barbara M. Chapman
,
Ali Jannesari
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels.
CoRR
(2023)
Akash Dutta
,
Jee Choi
,
Ali Jannesari
Power Constrained Autotuning using Graph Neural Networks.
CoRR
(2023)
Akash Dutta
,
Jordi Alcaraz
,
Ali TehraniJamsaz
,
Eduardo César
,
Anna Sikora
,
Ali Jannesari
Performance Optimization using Multimodal Modeling and Heterogeneous GNN.
CoRR
(2023)
Jordi Alcaraz
,
Ali TehraniJamsaz
,
Akash Dutta
,
Anna Sikora
,
Ali Jannesari
,
Joan Sorribes
,
Eduardo César
Predicting number of threads using balanced datasets for openMP regions.
Computing
105 (5) (2023)
Akash Dutta
,
Jee Choi
,
Ali Jannesari
Power Constrained Autotuning using Graph Neural Networks.
IPDPS
(2023)
Ali TehraniJamsaz
,
Mihail Popov
,
Akash Dutta
,
Emmanuelle Saillard
,
Ali Jannesari
Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization.
IPDPS
(2022)
Akash Dutta
,
Jordi Alcaraz
,
Ali TehraniJamsaz
,
Anna Sikora
,
Eduardo César
,
Ali Jannesari
Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks.
AI4S
(2022)
Ali TehraniJamsaz
,
Mihail Popov
,
Akash Dutta
,
Emmanuelle Saillard
,
Ali Jannesari
Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization.
CoRR
(2022)
Amit Dua
,
Akash Dutta
,
Nishat Zaman
,
Neeraj Kumar
Blockchain-based E-waste Management in 5G Smart Communities.
INFOCOM Workshops
(2020)