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Akash Dutta
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2020 – today
- 2024
- [c8]Akash Dutta
, Ali Jannesari
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations. PACT 2024: 156-167 - [c7]Suren Harutyunyan
Efficient Code Region Characterization Through Automatic Performance Counters Reduction Using Machine Learning Techniques. Euro-Par (1) 2024: 18-32 - [c6]Ali TehraniJamsaz, Alok Mishra, Akash Dutta, Abid M. Malik, Barbara M. Chapman, Ali Jannesari:
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels. IPDPS (Workshops) 2024: 293-300 - [i7]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 abs/2402.02018 (2024) - [i6]Luke Marzen, Akash Dutta, Ali Jannesari:
Static Generation of Efficient OpenMP Offload Data Mappings. CoRR abs/2406.13881 (2024) - [i5]Akash Dutta, Ali Jannesari:
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations. CoRR abs/2407.02238 (2024) - 2023
- [j1]Jordi Alcaraz
Predicting number of threads using balanced datasets for openMP regions. Computing 105(5): 999-1017 (2023) - [c5]Akash Dutta
Performance Optimization using Multimodal Modeling and Heterogeneous GNN. HPDC 2023: 45-57 - [c4]Akash Dutta, Jee Choi, Ali Jannesari
Power Constrained Autotuning using Graph Neural Networks. IPDPS 2023: 535-545 - [i4]Akash Dutta, Jee Choi, Ali Jannesari:
Power Constrained Autotuning using Graph Neural Networks. CoRR abs/2302.11467 (2023) - [i3]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 abs/2304.03487 (2023) - [i2]Akash Dutta, Jordi Alcaraz, Ali TehraniJamsaz, Eduardo César, Anna Sikora, Ali Jannesari:
Performance Optimization using Multimodal Modeling and Heterogeneous GNN. CoRR abs/2304.12568 (2023) - 2022
- [c3]Ali TehraniJamsaz, Mihail Popov, Akash Dutta, Emmanuelle Saillard, Ali Jannesari
Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization. IPDPS 2022: 1206-1216 - [c2]Akash Dutta, Jordi Alcaraz
Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks. AI4S 2022: 26-31 - [i1]Ali TehraniJamsaz, Mihail Popov, Akash Dutta, Emmanuelle Saillard, Ali Jannesari:
Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization. CoRR abs/2203.00611 (2022) - 2020
- [c1]Amit Dua, Akash Dutta, Nishat Zaman, Neeraj Kumar
Blockchain-based E-waste Management in 5G Smart Communities. INFOCOM Workshops 2020: 195-200
Coauthor Index
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last updated on 2024-12-10 21:48 CET by the dblp team
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