Mehdi Goli

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 31

Top Venues

IWOCL

CoRR

Int. J. Parallel Program.

P3HPC@SC

Robert Gordon University, Aberdeen, UK (PHD)

Education History

Robert Gordon University, Aberdeen, UK

PHD

Publications

Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio, Stefano Cherubin, Mehdi Goli, Shufan Yang
Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices. CoRR (2024)
Dylan Angus, Svetlozar Georgiev, Hector Arroyo Gonzalez, James Riordan, Paul Keir, Mehdi Goli
Porting SYCL accelerated neural network frameworks to edge devices. IWOCL (2023)
Hector Arroyo Gonzalez, Paul Keir, Dylan Angus, Santiago Matalonga, Svetlozar Georgiev, Mehdi Goli, Gerard Dooly, James Riordan
Segmentation of Drone Collision Hazards in Airborne RADAR Point Clouds Using PointNet. CoRR (2023)
Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio, Stefano Cherubin, Mehdi Goli, Shufan Yang
Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices. FPL (2023)
Pietro Ghiglio, Uwe Dolinsky, Mehdi Goli, Kumudha Narasimhan
Improving performance of SYCL applications on CPU architectures using LLVM-directed compilation flow. Concurr. Comput. Pract. Exp. 35 (27) (2023)
Kumudha Narasimhan, Mehdi Goli
Accelerating Neural Networks Using Open Standard Software on RISC-V. ISC Workshops (2023)
Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli
User-driven Online Kernel Fusion for SYCL. ACM Trans. Archit. Code Optim. 20 (2) (2023)
Victor Perez, Lukas Sommer, Victor Lomüler, Kumudha Narasimhan, Mehdi Goli
Technical Talk: A SYCL Extension for User-Driven Online Kernel Fusion. IWOCL (2023)
Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman
Experiences Building an MLIR-based SYCL Compiler. CoRR (2023)
Mahmoud Rajabi, Mostafa Hoseini, Hossein Nahavandchi, Maximilian Semmling, Markus Ramatschi, Mehdi Goli, Rüdiger Haas, Jens Wickert
Polarimetric GNSS-R Sea Level Monitoring Using I/Q Interference Patterns at Different Antenna Configurations and Carrier Frequencies. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Vincent Richard Pascuzzi, Mehdi Goli
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library. IWOCL (2022)
Vincent R. Pascuzzi, Mehdi Goli
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library. CoRR (2022)
Pietro Ghiglio, Uwe Dolinsky, Mehdi Goli, Kumudha Narasimhan
Improving performance of SYCL applications on CPU architectures using LLVM-directed compilation flow. PMAM@PPoPP (2022)
Kumudha Narasimhan, Ouadie El Farouki, Mehdi Goli, Muhammad Tanvir, Svetlozar Georgiev, Isaac Ault
Towards performance portability of AI graphs using SYCL. P3HPC@SC (2022)
Muhammad Tanvir, Kumudha Narasimhan, Mehdi Goli, Ouadie El Farouki, Svetlozar Georgiev, Isaac Ault
Towards performance portability of AI models using SYCL-DNN. IWOCL (2022)
Thales Sabino, Mehdi Goli
Toward Performance Portability of Highly Parametrizable TRSM Algorithm Using SYCL. IWOCL (2021)
Mahmoud Rajabi, Mostafa Hoseini, Hossein Nahavandchi, Maximilian Semmling, Markus Ramatschi, Mehdi Goli, Rüdiger Haas, Jens Wickert
A Performance Assessment of Polarimetric GNSS-R Sea Level Monitoring in the Presence of Sea Surface Roughness. IGARSS (2021)
Vincent R. Pascuzzi, Mehdi Goli
Achieving Near-Native Runtime Performance and Cross-Platform Performance Portability for Random Number Generation Through SYCL Interoperability. WACCPD@SC (2021)
Mariia Krainiuk, Mehdi Goli, Vincent R. Pascuzzi
oneAPI Open-Source Math Library Interface. P3HPC@SC (2021)
Vincent R. Pascuzzi, Mehdi Goli
Achieving near native runtime performance and cross-platform performance portability for random number generation through SYCL interoperability. CoRR (2021)
John W. Lawson, Mehdi Goli
Performance portability through machine learning guided kernel selection in SYCL libraries. Parallel Comput. 107 (2021)
Mehdi Goli, Kumudha Narasimhan, Ruymán Reyes, Ben Tracy, Daniel Soutar, Svetlozar Georgiev, Evarist M. Fomenko, Eugene Chereshnev
Towards Cross-Platform Performance Portability of DNN Models using SYCL. P3HPC@SC (2020)
Christopher Brown, Vladimir Janjic, Mehdi Goli, John A. W. McCall
Programming Heterogeneous Parallel Machines Using Refactoring and Monte-Carlo Tree Search. Int. J. Parallel Program. 48 (4) (2020)
John W. Lawson, Mehdi Goli, Duncan McBain, Daniel Soutar, Louis Sugy
Cross-Platform Performance Portability Using Highly Parametrized SYCL Kernels. CoRR (2019)
Mehdi Goli, Luke Iwanski, John W. Lawson, Uwe Dolinsky, Andrew Richards
TensorFlow Acceleration on ARM Hikey Board. IWOCL (2018)
Mehdi Goli, Horacio González-Vélez
Formalised Composition and Interaction for Heterogeneous Structured Parallelism. Int. J. Parallel Program. 46 (1) (2018)
José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli
SYCL-BLAS: Combining Expression Trees and Kernel Fusion on Heterogeneous Systems. PARCO (2017)
Mehdi Goli, Luke Iwanski, Andrew Richards
Accelerated Machine Learning Using TensorFlow and SYCL on OpenCL Devices. IWOCL (2017)
Mehdi Goli, Horacio González-Vélez
Autonomic Coordination of Skeleton-Based Applications Over CPU/GPU Multi-Core Architectures. Int. J. Parallel Program. 45 (2) (2017)
José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli
SYCL-BLAS: Leveraging Expression Trees for Linear Algebra. IWOCL (2017)
Mehdi Goli
VisionCPP: A SYCL-based Computer Vision Framework. IWOCL (2016)
Sonia Campa, Marco Danelutto, Mehdi Goli, Horacio González-Vélez, Alina Madalina Popescu, Massimo Torquati
Parallel patterns for heterogeneous CPU/GPU architectures: Structured parallelism from cluster to cloud. Future Gener. Comput. Syst. 37 (2014)
Mehdi Goli, Horacio González-Vélez
-body computations using skeletal frameworks on multicore CPU/graphics processing unit architectures: an empirical performance evaluation. Concurr. Comput. Pract. Exp. 26 (4) (2014)
Mehdi Goli, John A. W. McCall, Christopher Brown, Vladimir Janjic, Kevin Hammond
Mapping parallel programs to heterogeneous CPU/GPU architectures using a Monte Carlo Tree Search. IEEE Congress on Evolutionary Computation (2013)
Mehdi Goli, Horacio González-Vélez
Heterogeneous Algorithmic Skeletons for Fast Flow with Seamless Coordination over Hybrid Architectures. PDP (2013)
Mehdi Goli, Seyed Mohammad Taghi Rouhani Rankoohi
A new vertical fragmentation algorithm based on ant collective behavior in distributed database systems. Knowl. Inf. Syst. 30 (2) (2012)
Mehdi Goli, Michael T. Garba, Horacio González-Vélez
Streaming Dynamic Coarse-Grained CPU/GPU Workloads with Heterogeneous Pipelines in FastFlow. HPCC-ICESS (2012)

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Publication Activity (10 Years)

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Mehdi Goli