Oren, Gal
- The Landscape and Challenges of HPC Research and LLMs
2024/02/03 by Chen, Le, Ahmed, Nesreen K., Dutta, Akash +14 · 8 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks
2023/12/20 by Tal Kadosh, Niranjan Hasabnis, Kadosh, Tal +23 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Scope is all you need: Transforming LLMs for HPC Code
2023/08/18 by Tal Kadosh, Kadosh, Tal, Niranjan Hasabnis +21 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- CXL Memory as Persistent Memory for Disaggregated HPC: A Practical Approach
2023/08/21 by Fridman, Yehonatan, Desai, Suprasad Mutalik, Singh, Navneet +2 · 3 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- MPIrigen: MPI Code Generation through Domain-Specific Language Models
2024/02/14 by Nadav Schneider, Schneider, Nadav, Niranjan Hasabnis +21 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Parallel #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
- Advising OpenMP Parallelization via a Graph-Based Approach with Transformers
2023/05/16 by Tal Kadosh, Kadosh, Tal, Nadav Schneider +9 · 3 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
- OMPar: Automatic Parallelization with AI-Driven Source-to-Source Compilation
2024/09/23 by Tal Kadosh, Kadosh, Tal, Niranjan Hasabnis +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
- Quantifying OpenMP: Statistical Insights into Usage and Adoption
2023/08/15 by Tal Kadosh, Niranjan Hasabnis, Kadosh, Tal +7 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Databases (cs.DB) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- ChangeChip: A Reference-Based Unsupervised Change Detection for PCB Defect Detection
2021/09/13 by Yehonatan Fridman, Fridman, Yehonatan, Matan Rusanovsky +3 · 1 citation
Computer Science · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Industrial Vision Systems and Defect Detection #Recycling and Waste Management Techniques
- ComPar: Optimized Multi-Compiler for Automatic OpenMP S2S Parallelization
2020/05/27 by Mosseri, Idan, Alon, Lee-or, Harel, Re'em +1 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Learning to Parallelize in a Shared-Memory Environment with Transformers
2022/04/27 by Re’em Harel, Harel, Re'em, Yuval Pinter +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Software Engineering Research #Topic Modeling #and Cluster Computing (cs.DC)
- Can Large Language Models Predict Parallel Code Performance?
2025/05/06 by Gregory Bolet, Giorgis Georgakoudis, Bolet, Gregory +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC)
- MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers
2023/05/16 by Nadav Schneider, Schneider, Nadav, Tal Kadosh +9 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset
2023/11/11 by Le Chen, Chen, Le, Arijit Bhattacharjee +11 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling