Mehdi Goli

According to our database, Mehdi Goli authored at least 34 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On Demand Specialization of SYCL Kernels with Specialization Constant Length Allocations (SCLA).

Victor Perez, Victor Lomüller, Lukas Sommer, Julian Oppermann, Romain Biessy, Tadej Ciglaric, Mehdi Goli

Proceedings of the 12th International Workshop on OpenCL and SYCL, 2024

Experiences Building an MLIR-Based SYCL Compiler.

Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2024

2023

User-driven Online Kernel Fusion for SYCL.

Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli

ACM Trans. Archit. Code Optim., June, 2023

Segmentation of Drone Collision Hazards in Airborne RADAR Point Clouds Using PointNet.

Hector Arroyo Gonzalez, Paul Keir, Dylan Angus, Santiago Matalonga, Svetlozar Georgiev, Mehdi Goli, Gerard Dooly, James Riordan

CoRR, 2023

Improving performance of SYCL applications on CPU architectures using LLVM-directed compilation flow.

Pietro Ghiglio, Uwe Dolinsky, Mehdi Goli, Kumudha Narasimhan

Concurr. Comput. Pract. Exp., 2023

Accelerating Neural Networks Using Open Standard Software on RISC-V.

Kumudha Narasimhan, Mehdi Goli

Proceedings of the High Performance Computing, 2023

Technical Talk: A SYCL Extension for User-Driven Online Kernel Fusion.

Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli

Proceedings of the 2023 International Workshop on OpenCL, 2023

Porting SYCL accelerated neural network frameworks to edge devices.

Dylan Angus, Svetlozar Georgiev, Hector Arroyo Gonzalez, James Riordan, Paul Keir, Mehdi Goli

Proceedings of the 2023 International Workshop on OpenCL, 2023

Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices.

Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio, Stefano Cherubin, Mehdi Goli, Shufan Yang

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

A Performance Analysis of Leading Many-Core Technologies for Cellular Automata Execution.

Alessio De Rango, Donato D'Ambrosio, Alfonso Senatore, Giuseppe Mendicino, Kumudha Narasimhan, Mehdi Goli, Rod Burns

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

2022

Towards performance portability of AI graphs using SYCL.

Kumudha Narasimhan, Ouadie El Farouki, Mehdi Goli, Muhammad Tanvir, Svetlozar Georgiev, Isaac Ault

Proceedings of the IEEE/ACM International Workshop on Performance, 2022

Towards performance portability of AI models using SYCL-DNN.

Muhammad Tanvir, Kumudha Narasimhan, Mehdi Goli, Ouadie El Farouki, Svetlozar Georgiev, Isaac Ault

Proceedings of the IWOCL'22: International Workshop on OpenCL, Bristol, United Kingdom, May 10, 2022

Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library.

Vincent Richard Pascuzzi, Mehdi Goli

Proceedings of the IWOCL'22: International Workshop on OpenCL, Bristol, United Kingdom, May 10, 2022

2021

Performance portability through machine learning guided kernel selection in SYCL libraries.

John W. Lawson, Mehdi Goli

Parallel Comput., 2021

Achieving Near-Native Runtime Performance and Cross-Platform Performance Portability for Random Number Generation Through SYCL Interoperability.

Vincent R. Pascuzzi, Mehdi Goli

Proceedings of the Accelerator Programming Using Directives - 8th International Workshop, 2021

oneAPI Open-Source Math Library Interface.

Mariia Krainiuk, Mehdi Goli, Vincent R. Pascuzzi

Proceedings of the International Workshop on Performance, 2021

Toward Performance Portability of Highly Parametrizable TRSM Algorithm Using SYCL.

Thales Sabino, Mehdi Goli

Proceedings of the IWOCL'21: International Workshop on OpenCL, Munich Germany, April, 2021, 2021

2020

Programming Heterogeneous Parallel Machines Using Refactoring and Monte-Carlo Tree Search.

Christopher Brown, Vladimir Janjic, Mehdi Goli, John A. W. McCall

Int. J. Parallel Program., 2020

Towards Cross-Platform Performance Portability of DNN Models using SYCL.

Mehdi Goli, Kumudha Narasimhan, Ruymán Reyes, Ben Tracy, Daniel Soutar, Svetlozar Georgiev, Evarist M. Fomenko, Eugene Chereshnev

Proceedings of the IEEE/ACM International Workshop on Performance, 2020

2019

Cross-Platform Performance Portability Using Highly Parametrized SYCL Kernels.

John W. Lawson, Mehdi Goli, Duncan McBain, Daniel Soutar, Louis Sugy

CoRR, 2019

2018

Formalised Composition and Interaction for Heterogeneous Structured Parallelism.

Mehdi Goli, Horacio González-Vélez

Int. J. Parallel Program., 2018

TensorFlow Acceleration on ARM Hikey Board.

Mehdi Goli, Luke Iwanski, John W. Lawson, Uwe Dolinsky, Andrew Richards

Proceedings of the International Workshop on OpenCL, 2018

2017

Autonomic Coordination of Skeleton-Based Applications Over CPU/GPU Multi-Core Architectures.

Mehdi Goli, Horacio González-Vélez

Int. J. Parallel Program., 2017

SYCL-BLAS: Combining Expression Trees and Kernel Fusion on Heterogeneous Systems.

José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli

Proceedings of the Parallel Computing is Everywhere, 2017

Accelerated Machine Learning Using TensorFlow and SYCL on OpenCL Devices.

Mehdi Goli, Luke Iwanski, Andrew Richards

Proceedings of the 5th International Workshop on OpenCL, 2017

SYCL-BLAS: Leveraging Expression Trees for Linear Algebra.

José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli

Proceedings of the 5th International Workshop on OpenCL, 2017

2016

VisionCPP: A SYCL-based Computer Vision Framework.

Mehdi Goli

Proceedings of the 4th International Workshop on OpenCL, 2016

2015

Autonomic behavioural framework for structural parallelism over heterogeneous multi-core systems.

Mehdi Goli

PhD thesis, 2015

2014

Parallel patterns for heterogeneous CPU/GPU architectures: Structured parallelism from cluster to cloud.

Sonia Campa, Marco Danelutto, Mehdi Goli, Horacio González-Vélez, Alina Madalina Popescu, Massimo Torquati

Future Gener. Comput. Syst., 2014

<i>N</i>-body computations using skeletal frameworks on multicore CPU/graphics processing unit architectures: an empirical performance evaluation.

Mehdi Goli, Horacio González-Vélez

Concurr. Comput. Pract. Exp., 2014

2013

Heterogeneous Algorithmic Skeletons for Fast Flow with Seamless Coordination over Hybrid Architectures.

Mehdi Goli, Horacio González-Vélez

Proceedings of the 21st Euromicro International Conference on Parallel, 2013

Mapping parallel programs to heterogeneous CPU/GPU architectures using a Monte Carlo Tree Search.

Mehdi Goli, John A. W. McCall, Christopher Brown, Vladimir Janjic, Kevin Hammond

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A new vertical fragmentation algorithm based on ant collective behavior in distributed database systems.

Mehdi Goli, Seyed Mohammad Taghi Rouhani Rankoohi

Knowl. Inf. Syst., 2012

Streaming Dynamic Coarse-Grained CPU/GPU Workloads with Heterogeneous Pipelines in FastFlow.

Mehdi Goli, Michael T. Garba, Horacio González-Vélez

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012