Accelerators and Communications for HPC (AccelCom)

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Showing 1 - 30 results of 104

2023

Update on BSC's MareNorstrum5 and OpenMP efforts for DPUs

13th Annual Swiss Conference & HPCXXL User Group

A. J. Pena
Heterogeneous memory systems: data placement and homomorphically encrypted deep learning inference

International Conference on Advances in Computing Technologies and AI (ACAI)

A. J. Pena
Maleabilidad MPI basada en la eficiencia paralela

XXXIII Jornadas de Paralelismo

S. Iserte, V. Lopez, M. Garcia-Gasulla, and A. J. Pena
DPU offloading with OpenMP programming model

15th Joint Laboratory for Exascale Computing (JLESC) Workshop

M. Usman, A. J. Pena, and S. Iserte
Dynamic resources in MPI

15th Joint Laboratory for Exascale Computing (JLESC) Workshop

A. J. Pena, and S. Iserte
Seamless heterogeneous memory management via the ecoHMEM methodology

15th Joint Laboratory for Exascale Computing (JLESC) Workshop

H. Elshazly, and A. J. Pena
HomE: Enabling homomorphic encryption of DL, a (recently started) ERC Consolidator Grant

15th Joint Laboratory for Exascale Computing (JLESC) Workshop

A. J. Pena
DPU offloading programming with the OpenMP API

The Ninth Workshop on the LLVM Compiler Infrastructure in HPC (LLVM-HPC)

M. Usman, S. Iserte, R. Ferrer, and A. J. Pena
A Symbolic Emulator for Shuffle Synthesis on the NVIDIA PTX Code

CC 2023: Proceedings of the 32nd ACM SIGPLAN International Conference on Compiler Construction

K. Matsumura, S. Garcia de Gonzalo, and A. J. Pena

2022

OmpSs-2 and OpenACC Interoperation

2022 Workshop on Accelerator Programming Using Directives (WACCPD)

O. Korakitis, S. Garcia de Gonzalo, N. Guidotti, J. Barreto, J. C. Monteiro, and A. J. Pena
ecoHMEM: Improving Object Placement Methodology for Hybrid Memory Systems in HPC

IEEE International Conference on Cluster Computing (CLUSTER)

M. Jorda, S. Rai, E. Ayguadé, J. Labarta, and A. J. Pena
Towards Enhancing Coding Productivity for GPU Programming Using Static Graphs

Electronics

L. Toledo, P. Valero-Lara, J. Vetter, and A. J. Pena
Enabling Homomorphically Encrypted Inference for Large DNN Models

IEEE Transactions on Computers

G. Lloret-Talavera, M. Jorda, H. Servat, F. Boemer, C. Chauhan, S. Tomishima, N. N. Shah, and A. J. Pena
Towards OmpSs-2 and OpenACC interoperation

PPoPP '22: Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming

O. Korakitis, S. Garcia de Gonzalo, N. Guidotti, J. Barreto, J. C. Monteiro, and A. J. Pena
cuConv: CUDA implementation of convolution for CNN inference

Cluster Computing

M. Jorda, P. Valero-Lara, and A. J. Pena

2021

JACC: An OpenACC Runtime Framework with Kernel-Level and Multi-GPU Parallelization

28th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC)

K. Matsumura, S. Garcia de Gonzalo, and A. J. Pena
Static graphs for coding productivity in OpenACC

28th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC)

L. Toledo, P. Valero-Lara, J. Vetter, and A. J. Pena
EPEEC: Productivity at Exascale

Communications of the ACM Europe Region Special Section Virtual Workshop

A. J. Pena
EPEEC: Europe toward High Coding Productivity for Exascale

27th International European Conference on Parallel and Distributed Computing (Euro-Par)

A. J. Pena
Particle-In-Cell Simulation Using Asynchronous Tasking

Euro-Par 2021

N. Guidotti, P. Ceyrat, J. Barreto, J. Montairo, R. Rodrigues, R. Fonseca, X. Martorell, and A. J. Pena
DMRlib: Easy-Coding and Efficient Resource Management for Job Malleability

IEEE Transactions on Computers

S. Iserte, R. Mayo, E. S. Quintana-Ortí, and A. J. Pena
A Tale of Two Programming-Models: Enhancing Heterogeneity, Productivity, and Performance through OmpSs-2 + OpenACC Inter-Operation

GPU Technology Conference

S. Garciade Gonzalo
Wrapping up Existing OpenACC Compilers for Runtime Extension

PhD Forum, ISC High Performance

K. Matsumura, S. Garcia de Gonzalo, and A. J. Pena
Accelerating Machine Learning Applications Using CUDA Graph and OpenACC

GPU Technology Conference

L. Toledo, P. Valero-Lara, and A. J. Pena
Breaking the DRAM size wall for DNN inference and homomorphic encryption

Intel Vendor Use-Case, ISC High Performance

A. J. Pena
Results and lessons learned by EPEEC

PROHEXA: Programming environments and models for improved productivity for heterogeneous Exascale Computing Systems

A. J. Pena
Overview of EPEEC: European joint Effort toward a Highly Productive Programming Environment for Heterogeneous Exascale Computing

PROHEXA: Programming environments and models for improved productivity for heterogeneous Exascale Computing Systems

A. J. Pena

2020

Optane PMem as an enabler for large DNN models with homomorphic encryption

Intel Extreme Performance Users Group (IXPUG) Annual Conference

G. Lloret-Talavera, M. Jorda, H. Servat, F. Boemer, C. Chauhan, S. Tomishima, N. N. Shah, and A. J. Pena
A software ecosystem to save money in DRAM and increase performance with Optane DIMMs

Intel HPC + AI Pavilion

A. J. Pena
Tasking in accelerators: Performance evaluation

The 20th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT)

L. Toledo, A. J. Pena, S. Catalán, and P. Valero-Lara

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