posted by organizer: apenya || 2681 views || tracked by 2 users: [display]

PUMPS+AI 2021 : Programming and Tuning Massively Parallel Systems + Artificial Intelligence Summer School

FacebookTwitterLinkedInGoogle

Link: https://pumps.bsc.es/
 
When Jul 5, 2021 - Jul 9, 2021
Where Online
Submission Deadline May 15, 2021
Notification Due May 31, 2021
Categories    computer science   deep learning   gpu computing   artificial intelligence
 

Call For Papers

On its 11th edition, the Programming and tUning Massively Parallel Systems + Artificial Intelligence summer school (PUMPS+AI) offers researchers and graduate students a unique opportunity to improve their skills with cutting-edge techniques and hands-on experience in developing and tuning applications for many-core processors with massively parallel computing resources like GPU accelerators, with a special focus on AI.

- PUMPS 2021 Distinguished Lecturer:
Wen-mei Hwu (UIUC and NVIDIA)

The summer school is oriented towards advanced programming and optimizations, and thus previous experience in basic GPU programming will be considered in the selection process. We will also consider the current parallel applications and numerical methods you are familiar with, and the specific optimizations you would like to discuss.

Some of the topics that will be covered during the course are:

* DEEP Learning
* High-level programming models
* CUDA Algorithmic Optimization Strategies
* Dealing with Sparse and Dynamic data
* Efficiency in Large Data Traversal
* Reducing Output Interference
* Controlling Load Imbalance and Divergence
* Acceleration of Collective Operations
* Dynamic Parallelism and HyperQ
* Debugging and Profiling CUDA Code
* Multi-GPU Execution
* Architecture Trends and Implications
* Introduction to OmpSs and to the Paraver analysis tools
* OmpSs: Leveraging GPU Programming
* Hands-on Labs

Participants will have access to GPU servers and will learn to program and optimize applications and AI techniques in languages such as CUDA and OmpSs. Teaching Assistants will be available to help with your hands-on lab assignments. At poster and hackathon sessions you may show your current work and applications you are optimizing. NVIDIA will award the best poster presentation.

- Important Dates:
Applications due: April 30, 2021
Notification of acceptance: May 31, 2021
Summer school: July 6-9, 2021 (tentative)

Early application is strongly recommended. You may also be suggested to attend an online prerequisite training on basic CUDA programming before joining PUMPS.

- Location: online

- Complete information, program and registration: http://pumps.bsc.es

PUMPS is organized by the Barcelona Supercomputing Center, the University of Illinois, the Universitat Politècnica de Catalunya, the HiPEAC Network of Excellence, and the PRACE Advanced Training Centre.

Looking forward to see you at the PUMPS Summer School,

- PUMPS Co-Directors:
Mateo Valero (BSC-UPC) and Wen-mei Hwu (Univ. of Illinois)
- Local Organization Chair:
Antonio J. Peña (BSC)

- Contact: pumps@bsc.es

Related Resources

PUMPS+AI 2024   Programming and Tuning Massively Parallel Systems + Artificial Intelligence
Ei/Scopus-AACIP 2024   2024 2nd Asia Conference on Algorithms, Computing and Image Processing (AACIP 2024)-EI Compendex
PCDS 2024   The 1st International Symposium on Parallel Computing and Distributed Systems
IEEE-Ei/Scopus-ACEPE 2024   2024 IEEE Asia Conference on Advances in Electrical and Power Engineering (ACEPE 2024) -Ei Compendex
ASPLOS 2025   The ACM International Conference on Architectural Support for Programming Languages and Operating Systems
IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
IWOMP 2024   20th International Workshop on OpenMP
IEEE ICA 2022   The 6th IEEE International Conference on Agents
EuroMPI/Australia 2024   31st European MPI Users' Group Meeting
CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)