Mehdi Goli

41 papers A 1B 2C 2Journal 15Unranked 20
YearRankTypeTitle / Venue / Authors
2024 J jnl
Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices.
CoRR
Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio, Stefano Cherubin, Mehdi Goli, Shufan Yang
2024 A conf
Experiences Building an MLIR-Based SYCL Compiler.
CGO
Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman
2024 — conf
On Demand Specialization of SYCL Kernels with Specialization Constant Length Allocations (SCLA).
IWOCL
Victor Perez, Victor Lomüller, Lukas Sommer, Julian Oppermann, Romain Biessy, Tadej Ciglaric, Mehdi Goli
2024 C conf
Programming Model Extensions for General-Purpose Processing-In-Memory.
ISC
Hyesun Hong, Lukas Sommer, Bongjun Kim, Mikhail Kashkarov, Kumudha Narasimhan, Ilya Veselov, Mehdi Goli, Jaeyeon Kim, Ruymán Reyes Castro, Hanwoong Jung
2024 — conf
Runtime Instantiation of Kernels for Fast Fourier Transforms Using SYCL Specialization Constants.
Euro-Par Workshops (1)
Victor Perez, Victor Lomüller, Lukas Sommer, Julian Oppermann, Romain Biessy, Tadej Ciglaric, Mehdi Goli
2024 J jnl
Segmentation of Drone Collision Hazards in Airborne RADAR Point Clouds Using PointNet.
IEEE Trans. Intell. Transp. Syst.
Hector Arroyo Gonzalez, Paul Keir, Dylan Angus, Santiago Matalonga, Svetlozar Georgiev, Mehdi Goli, Gerard Dooly, James Riordan
2023 — conf
A Performance Analysis of Leading Many-Core Technologies for Cellular Automata Execution.
Euro-Par Workshops (1)
Alessio De Rango, Donato D'Ambrosio, Alfonso Senatore, Giuseppe Mendicino, Kumudha Narasimhan, Mehdi Goli, Rod Burns
2023 — conf
Accelerating Neural Networks Using Open Standard Software on RISC-V.
ISC Workshops
Kumudha Narasimhan, Mehdi Goli
2023 B conf
Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices.
FPL
Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio, Stefano Cherubin, Mehdi Goli, Shufan Yang
2023 J jnl
Experiences Building an MLIR-based SYCL Compiler.
CoRR
Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman
2023 J jnl
Improving performance of SYCL applications on CPU architectures using LLVM-directed compilation flow.
Concurr. Comput. Pract. Exp.
Pietro Ghiglio, Uwe Dolinsky, Mehdi Goli, Kumudha Narasimhan
2023 — conf
Porting SYCL accelerated neural network frameworks to edge devices.
IWOCL
Dylan Angus, Svetlozar Georgiev, Hector Arroyo Gonzalez, James Riordan, Paul Keir, Mehdi Goli
2023 J jnl
Segmentation of Drone Collision Hazards in Airborne RADAR Point Clouds Using PointNet.
CoRR
Hector Arroyo Gonzalez, Paul Keir, Dylan Angus, Santiago Matalonga, Svetlozar Georgiev, Mehdi Goli, Gerard Dooly, James Riordan
2023 — conf
Technical Talk: A SYCL Extension for User-Driven Online Kernel Fusion.
IWOCL
Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli
2023 J jnl
User-driven Online Kernel Fusion for SYCL.
ACM Trans. Archit. Code Optim.
Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli
2022 — conf
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library.
IWOCL
Vincent Richard Pascuzzi, Mehdi Goli
2022 J jnl
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library.
CoRR
Vincent R. Pascuzzi, Mehdi Goli
2022 — conf
Improving performance of SYCL applications on CPU architectures using LLVM-directed compilation flow.
PMAM@PPoPP
Pietro Ghiglio, Uwe Dolinsky, Mehdi Goli, Kumudha Narasimhan
2022 — conf
Towards performance portability of AI graphs using SYCL.
P3HPC@SC
Kumudha Narasimhan, Ouadie El Farouki, Mehdi Goli, Muhammad Tanvir, Svetlozar Georgiev, Isaac Ault
2022 — conf
Towards performance portability of AI models using SYCL-DNN.
IWOCL
Muhammad Tanvir, Kumudha Narasimhan, Mehdi Goli, Ouadie El Farouki, Svetlozar Georgiev, Isaac Ault
2021 — conf
Achieving Near-Native Runtime Performance and Cross-Platform Performance Portability for Random Number Generation Through SYCL Interoperability.
WACCPD@SC
Vincent R. Pascuzzi, Mehdi Goli
2021 J jnl
Achieving near native runtime performance and cross-platform performance portability for random number generation through SYCL interoperability.
CoRR
Vincent R. Pascuzzi, Mehdi Goli
2021 J jnl
Performance portability through machine learning guided kernel selection in SYCL libraries.
Parallel Comput.
John W. Lawson, Mehdi Goli
2021 — conf
Toward Performance Portability of Highly Parametrizable TRSM Algorithm Using SYCL.
IWOCL
Thales Sabino, Mehdi Goli
2021 — conf
oneAPI Open-Source Math Library Interface.
P3HPC@SC
Mariia Krainiuk, Mehdi Goli, Vincent R. Pascuzzi
2020 J jnl
Programming Heterogeneous Parallel Machines Using Refactoring and Monte-Carlo Tree Search.
Int. J. Parallel Program.
Christopher Brown, Vladimir Janjic, Mehdi Goli, John A. W. McCall
2020 — conf
Towards Cross-Platform Performance Portability of DNN Models using SYCL.
P3HPC@SC
Mehdi Goli, Kumudha Narasimhan, Ruymán Reyes, Ben Tracy, Daniel Soutar, Svetlozar Georgiev, Evarist M. Fomenko, Eugene Chereshnev
2019 J jnl
Cross-Platform Performance Portability Using Highly Parametrized SYCL Kernels.
CoRR
John W. Lawson, Mehdi Goli, Duncan McBain, Daniel Soutar, Louis Sugy
2018 J jnl
Formalised Composition and Interaction for Heterogeneous Structured Parallelism.
Int. J. Parallel Program.
Mehdi Goli, Horacio González-Vélez
2018 — conf
TensorFlow Acceleration on ARM Hikey Board.
IWOCL
Mehdi Goli, Luke Iwanski, John W. Lawson, Uwe Dolinsky, Andrew Richards
2017 — conf
Accelerated Machine Learning Using TensorFlow and SYCL on OpenCL Devices.
IWOCL
Mehdi Goli, Luke Iwanski, Andrew Richards
2017 J jnl
Autonomic Coordination of Skeleton-Based Applications Over CPU/GPU Multi-Core Architectures.
Int. J. Parallel Program.
Mehdi Goli, Horacio González-Vélez
2017 — conf
SYCL-BLAS: Combining Expression Trees and Kernel Fusion on Heterogeneous Systems.
PARCO
José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli
2017 — conf
SYCL-BLAS: Leveraging Expression Trees for Linear Algebra.
IWOCL
José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli
2016 — conf
VisionCPP: A SYCL-based Computer Vision Framework.
IWOCL
Mehdi Goli
2015 — —
Autonomic behavioural framework for structural parallelism over heterogeneous multi-core systems.
Mehdi Goli
2014 J jnl
Parallel patterns for heterogeneous CPU/GPU architectures: Structured parallelism from cluster to cloud.
Future Gener. Comput. Syst.
Sonia Campa, Marco Danelutto, Mehdi Goli, Horacio González-Vélez, Alina Madalina Popescu, Massimo Torquati
2013 C conf
Heterogeneous Algorithmic Skeletons for Fast Flow with Seamless Coordination over Hybrid Architectures.
PDP
Mehdi Goli, Horacio González-Vélez
2013 B conf
Mapping parallel programs to heterogeneous CPU/GPU architectures using a Monte Carlo Tree Search.
IEEE Congress on Evolutionary Computation
Mehdi Goli, John A. W. McCall, Christopher Brown, Vladimir Janjic, Kevin Hammond
2012 J jnl
A new vertical fragmentation algorithm based on ant collective behavior in distributed database systems.
Knowl. Inf. Syst.
Mehdi Goli, Seyed Mohammad Taghi Rouhani Rankoohi
2012 — conf
Streaming Dynamic Coarse-Grained CPU/GPU Workloads with Heterogeneous Pipelines in FastFlow.
HPCC-ICESS
Mehdi Goli, Michael T. Garba, Horacio González-Vélez