Akash Dutta

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Waste Management

Multimodal Function Optimization

Top Venues

Publications

Akash Dutta, Ali Jannesari
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations. CoRR (2024)
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)
Luke Marzen, Akash Dutta, Ali Jannesari
Static Generation of Efficient OpenMP Offload Data Mappings. CoRR (2024)
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)