Performance Evaluation of Deep Learning Compilers for Edge Inference
Verma, Gaurav, Gupta, Yashi, Malik, Abid M., Chapman, Barbara
Published in 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.06.2021)
Published in 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.06.2021)
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Conference Proceeding
A computational study of heuristic and exact techniques for superblock instruction scheduling
Chase, Michael, Malik, Abid M., Russell, Tyrel, Oldford, R. Wayne, van Beek, Peter
Published in Journal of scheduling (01.12.2012)
Published in Journal of scheduling (01.12.2012)
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Journal Article
Learning Heuristics for the Superblock Instruction Scheduling Problem
Russell, T., Malik, A.M., Chase, M., van Beek, P.
Published in IEEE transactions on knowledge and data engineering (01.10.2009)
Published in IEEE transactions on knowledge and data engineering (01.10.2009)
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Journal Article
Learning heuristics for basic block instruction scheduling
Malik, Abid M., Russell, Tyrel, Chase, Michael, van Beek, Peter
Published in Journal of heuristics (01.12.2008)
Published in Journal of heuristics (01.12.2008)
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Journal Article
Extending the LLVM/Clang Framework for OpenMP Metadirective Support
Mishra, Alok, Malik, Abid M., Chapman, Barbara
Published in 2020 IEEE/ACM 6th Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC) and Workshop on Hierarchical Parallelism for Exascale Computing (HiPar) (01.11.2020)
Published in 2020 IEEE/ACM 6th Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC) and Workshop on Hierarchical Parallelism for Exascale Computing (HiPar) (01.11.2020)
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Conference Proceeding
COMPOFF: A Compiler Cost model using Machine Learning to predict the Cost of OpenMP Offloading
Mishra, Alok, Chheda, Smeet, Soto, Carlos, Malik, Abid M., Lin, Meifeng, Chapman, Barbara
Published in 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2022)
Published in 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2022)
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Conference Proceeding
Adaptive OpenMP Task Scheduling Using Runtime APIs and Machine Learning
Qawasmeh, Ahmad, Malik, Abid M., Chapman, Barbara M.
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
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Conference Proceeding
ARCS: Adaptive Runtime Configuration Selection for Power-Constrained OpenMP Applications
Bari, Md Abdullah Shahneous, Chaimov, Nicholas, Malik, Abid M., Huck, Kevin A., Chapman, Barbara, Malony, Allen D., Sarood, Osman
Published in 2016 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2016)
Published in 2016 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2016)
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Conference Proceeding
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels
TehraniJamsaz, Ali, Mishra, Alok, Dutta, Akash, Malik, Abid M., Chapman, Barbara, Jannesari, Ali
Published in 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (27.05.2024)
Published in 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (27.05.2024)
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Conference Proceeding
Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation
Verma, Gaurav, Raskar, Siddhisanket, Xie, Zhen, Malik, Abid M, Emani, Murali, Chapman, Barbara
Published in arXiv.org (26.12.2023)
Published in arXiv.org (26.12.2023)
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Paper
Journal Article
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels
TehraniJamsaz, Ali, Mishra, Alok, Dutta, Akash, Malik, Abid M, Chapman, Barbara, Jannesari, Ali
Year of Publication 07.04.2023
Year of Publication 07.04.2023
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Journal Article
Power and energy footprint of openMP programs using OpenMP runtime API
Nandamuri, Anilkumar, Malik, Abid M., Qawasmeh, Ahmad, Chapman, Barbara M.
Published in 2014 Energy Efficient Supercomputing Workshop (16.11.2014)
Published in 2014 Energy Efficient Supercomputing Workshop (16.11.2014)
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Conference Proceeding