Conference Information

HPML 2020: High Performance Machine Learning Workshop

Please Login to view website of conference

Submission Date:
2020-02-18 Extended
Notification Date:
2020-03-03
Conference Date:
2020-11-02
Location:
Melbourne, Australia
Years:
3
Viewed: 13333   Tracked: 0   Attend: 0

Call For Papers

HPML 2020 (High Performance Machine Learning Workshop) is an academic conference held in Melbourne, Australia on 2020-11-02. The paper submission deadline is 2020-02-18 (extended). Acceptance notifications are sent on 2020-03-03.

This workshop is intended to bring together the Machine Learning (ML), Artificial Intelligence (AI) and High Performance Computing (HPC) communities. In recent years, much progress has been made in Machine Learning and Artificial Intelligence in general. This progress required heavy use of high performance computers and accelerators. Moreover, ML and AI have become a “killer application” for HPC and, consequently, driven much research in this area. These facts point to an important cross-fertilization that this workshop intends to nourish. We invite researchers and professionals to take part in this workshop to discuss the challenges of Machine Learning, AI and HPC, and share their insights, use cases, tools and best practices. Proceedings will be published in IEEE Xplore. Topics of interest include, but are not limited to: Distributed and parallel Machine Learning (including deep learning) models Large scale Machine Learning applications Parallel statistical models Large scale data analytics Machine learning applied to HPC Accelerated Machine Learning HPC applied to Machine Learning Benchmarking, performance measurements, and analysis of ML models Hardware acceleration for ML and AI HPC infrastructure and resource management for ML Parallel Causal Models Cloud-based ML/AI
Last updated by Dou Sun in

Related Conferences

CCFCOREQUALISShortFull NameSubmissionNotificationConference
baHOT CHIPSSymposium on High Performance Chips2026-03-292026-05-022026-08-23
cHPSRIEEE Conference on High Performance Switching and Routing2026-01-302026-02-282026-06-17
aa*a1ICMLInternational Conference on Machine Learning2026-01-232026-07-06
b4ICMLCInternational Conference on Machine Learning and Computing2025-12-302026-01-102026-02-06
aa*a1HPCAInternational Symposium on High-Performance Computer Architecture2025-07-252025-11-072026-01-31
cb2Hot InterconnectsSymposium on High-Performance Interconnects2025-05-252025-06-272025-08-20
cbHPCCInternational Conference on High Performance Computing and Communications2025-04-302025-06-152025-08-13
cbACMLAsian Conference on Machine Learning2024-06-262024-09-042024-12-05
bb1HASEInternational Symposium on High Assurance Systems Engineering2018-09-232018-10-152019-01-03
b3HPCSHigh Performance Computing Symposium2015-03-242015-04-082015-06-17

Related Journals

CCFFull NameImpact FactorPublisherISSN
IEEE Transactions on Network Science and Engineering7.9IEEE2334-329X
cData Science and Engineering4.6Springer2364-1185
bMachine Learning2.9Springer0885-6125
Journal of Building Performance Simulation2.3Taylor & Francis1940-1493
cCCF Transactions on High Performance Computing1.9Springer2524-4922
Computing in Science & Engineering1.9IEEE1521-9615
International Journal of Performability Engineering1.100RAMS Consultants0973-1318
Journal of Information Science and Engineering1.100Institute of Information Science0000-0000
bPerformance Evaluation1.0Elsevier0166-5316
ACM Transactions on Modeling and Performance Evaluation of Computing Systems0.700ACM2376-3639

Tracker
No results found.
AttenderYear
No results found.
Advertisment