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ORCIDMehdi Goli 0001
Person information
- affiliation: Codeplay Software Ltd., Edinburgh, UK
- affiliation (former): University of the West of Scotland, Paisley, UK
- affiliation (PhD 2015): Robert Gordon University, Aberdeen, UK
Other persons with the same name
- Mehdi Goli 0002 — Shahrood University of Technology, Shahrud, Iran (and 1 more)
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2020 – today
- 2024
[j10]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. IEEE Trans. Intell. Transp. Syst. 25(11): 17762-17777 (2024)- [c24]Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman:
Experiences Building an MLIR-Based SYCL Compiler. CGO 2024: 399-410 - [c23]Victor Perez, Victor Lomüller, Lukas Sommer, Julian Oppermann, Romain Biessy, Tadej Ciglaric, Mehdi Goli:
On Demand Specialization of SYCL Kernels with Specialization Constant Length Allocations (SCLA). IWOCL 2024: 21:1-21:2 - [c22]Hyesun Hong, Lukas Sommer, Bongjun Kim, Mikhail Kashkarov, Kumudha Narasimhan, Ilya Veselov, Mehdi Goli, Jaeyeon Kim, Ruymán Reyes Castro, Hanwoong Jung:
Programming Model Extensions for General-Purpose Processing-In-Memory. ISC 2024: 1-11 - [i6]Zhenya Zang, Uwe Dolinsky, Pietro Ghiglio, Stefano Cherubin, Mehdi Goli, Shufan Yang:
Building a Reusable and Extensible Automatic Compiler Infrastructure for Reconfigurable Devices. CoRR abs/2401.10249 (2024) - 2023
- [j9]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) - [j8]Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli:
User-driven Online Kernel Fusion for SYCL. ACM Trans. Archit. Code Optim. 20(2): 21:1-21:25 (2023) - [c21]Alessio De Rango, Donato D'Ambrosio, Alfonso Senatore, Giuseppe Mendicino, Kumudha Narasimhan, Mehdi Goli, Rod Burns:
A Performance Analysis of Leading Many-Core Technologies for Cellular Automata Execution. Euro-Par Workshops (1) 2023: 270-281 - [c20]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: 351-352 - [c19]Dylan Angus, Svetlozar Georgiev, Hector Arroyo Gonzalez, James Riordan, Paul Keir, Mehdi Goli:
Porting SYCL accelerated neural network frameworks to edge devices. IWOCL 2023: 4:1 - [c18]Victor Perez, Lukas Sommer, Victor Lomüller, Kumudha Narasimhan, Mehdi Goli:
Technical Talk: A SYCL Extension for User-Driven Online Kernel Fusion. IWOCL 2023: 19:1-19:2 - [c17]Kumudha Narasimhan, Mehdi Goli:
Accelerating Neural Networks Using Open Standard Software on RISC-V. ISC Workshops 2023: 552-564 - [i5]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 abs/2311.03221 (2023) - [i4]Ettore Tiotto, Victor Perez, Whitney Tsang, Lukas Sommer, Julian Oppermann, Victor Lomüller, Mehdi Goli, James Brodman:
Experiences Building an MLIR-based SYCL Compiler. CoRR abs/2312.13170 (2023) - 2022
- [c16]Vincent Richard Pascuzzi, Mehdi Goli:
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library. IWOCL 2022: 20:1-20:9 - [c15]Muhammad Tanvir, Kumudha Narasimhan, Mehdi Goli, Ouadie El Farouki, Svetlozar Georgiev, Isaac Ault:
Towards performance portability of AI models using SYCL-DNN. IWOCL 2022: 23:1-23:3 - [c14]Kumudha Narasimhan, Ouadie El Farouki, Mehdi Goli, Muhammad Tanvir, Svetlozar Georgiev, Isaac Ault:
Towards performance portability of AI graphs using SYCL. P3HPC@SC 2022: 111-122 - [c13]Pietro Ghiglio, Uwe Dolinsky, Mehdi Goli, Kumudha Narasimhan:
Improving performance of SYCL applications on CPU architectures using LLVM-directed compilation flow. PMAM@PPoPP 2022: 1-10 - [i3]Vincent R. Pascuzzi, Mehdi Goli:
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library. CoRR abs/2203.09384 (2022) - 2021
- [j7]John W. Lawson, Mehdi Goli:
Performance portability through machine learning guided kernel selection in SYCL libraries. Parallel Comput. 107: 102813 (2021) - [c12]Thales Sabino, Mehdi Goli:
Toward Performance Portability of Highly Parametrizable TRSM Algorithm Using SYCL. IWOCL 2021: 5:1-5:10 - [c11]Mariia Krainiuk, Mehdi Goli, Vincent R. Pascuzzi:
oneAPI Open-Source Math Library Interface. P3HPC@SC 2021: 22-32 - [c10]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: 22-45 - [i2]Vincent R. Pascuzzi, Mehdi Goli:
Achieving near native runtime performance and cross-platform performance portability for random number generation through SYCL interoperability. CoRR abs/2109.01329 (2021) - 2020
- [j6]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): 583-602 (2020) - [c9]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: 25-35
2010 – 2019
- 2019
- [i1]John W. Lawson, Mehdi Goli, Duncan McBain, Daniel Soutar, Louis Sugy:
Cross-Platform Performance Portability Using Highly Parametrized SYCL Kernels. CoRR abs/1904.05347 (2019) - 2018
- [j5]Mehdi Goli, Horacio González-Vélez:
Formalised Composition and Interaction for Heterogeneous Structured Parallelism. Int. J. Parallel Program. 46(1): 120-151 (2018) - [c8]Mehdi Goli, Luke Iwanski, John W. Lawson, Uwe Dolinsky, Andrew Richards:
TensorFlow Acceleration on ARM Hikey Board. IWOCL 2018: 7:1-7:4 - 2017
- [j4]Mehdi Goli, Horacio González-Vélez:
Autonomic Coordination of Skeleton-Based Applications Over CPU/GPU Multi-Core Architectures. Int. J. Parallel Program. 45(2): 203-224 (2017) - [c7]Mehdi Goli, Luke Iwanski, Andrew Richards:
Accelerated Machine Learning Using TensorFlow and SYCL on OpenCL Devices. IWOCL 2017: 8:1-8:4 - [c6]José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli:
SYCL-BLAS: Leveraging Expression Trees for Linear Algebra. IWOCL 2017: 32:1-32:5 - [c5]José Ignacio Aliaga, Ruymán Reyes, Mehdi Goli:
SYCL-BLAS: Combining Expression Trees and Kernel Fusion on Heterogeneous Systems. PARCO 2017: 349-358 - 2016
- [c4]Mehdi Goli:
VisionCPP: A SYCL-based Computer Vision Framework. IWOCL 2016: 6:1-6:4 - 2015
- [b1]Mehdi Goli:
Autonomic behavioural framework for structural parallelism over heterogeneous multi-core systems. Robert Gordon University, Aberdeen, UK, 2015 - 2014
- [j3]Mehdi Goli, Horacio González-Vélez:
N-body computations using skeletal frameworks on multicore CPU/graphics processing unit architectures: an empirical performance evaluation. Concurr. Comput. Pract. Exp. 26(4): 972-986 (2014) - [j2]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: 354-366 (2014) - 2013
- [c3]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: 2932-2939 - [c2]Mehdi Goli, Horacio González-Vélez:
Heterogeneous Algorithmic Skeletons for Fast Flow with Seamless Coordination over Hybrid Architectures. PDP 2013: 148-156 - 2012
- [j1]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): 435-455 (2012) - [c1]Mehdi Goli, Michael T. Garba, Horacio González-Vélez:
Streaming Dynamic Coarse-Grained CPU/GPU Workloads with Heterogeneous Pipelines in FastFlow. HPCC-ICESS 2012: 445-452
Coauthor Index
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