Following the success of the past editions, BigHPC is back!
Contributions are welcome from academia and industry, presenting research results on all theoretical and practical aspects standing at the intersection of High-Performance Computing (HPC) and Big Data. The event focuses on contributions to HPC architectures, algorithms, models, and management approaches for large data collections, including data processing, analysis, reporting, data protection, experimental studies, hands-on insights, datasets, and lessons learned.
Topics of interest include, but are not limited to:
HPC Architectures and systems for big data
Parallel and distributed algorithms for big data processing
HPC-enabled data analytics
High-performance data storage and retrieval systems
Performance modeling and evaluation of HPC systems for big data
HPC in machine learning and artificial intelligence
HPC for scientific computing and simulations
HPC in the cloud for big data processing
Energy-efficient and green HPC for big data
Hybrid classical-quantum computing: integration, benchmarking, and HPC-based emulation
Quantum algorithms for machine learning, optimization, and generative models
Quantum natural language processing and AI applications
Compilation, gate synthesis, and error correction in quantum systems
Post-quantum cryptography and security in the quantum era
BigHPC25 accepts two different submissions for review, including:
- Original research papers (min 6 pages, max 10 pages). This type of contribution should not have been published elsewhere and should not currently be under consideration for another journal, conference, or workshop. Original research papers will be published in the CEUR proceedings and must follow the CEUR-ART style files (1 column) available here.
- Extended abstracts (min 2 pages, max 5 pages). This type of contribution may present work in progress or contributions that have already been published or are in preparation for publication. The extended abstracts must follow the CEUR-ART style files (1 column) available here.
Manuscripts must be submitted to the "BigHPC" track using the ITADATA submission site. Contributions will be evaluated and selected based on their quality, originality, and relevance.
As last year, we are working to provide a journal special issue. Authors of the best original research papers—whether full papers or innovative extended abstracts—will be invited to submit an extended version of their work for evaluation. The details will be announced soon.
Important dates
Submissions due: June 1st, 2025
Author notification: July 20th, 2025
Camera-ready paper and registration due: August 3rd, 2025
Website
https://www.itadata.it/2025/bighpc2025
The BigHPC25 Chairs
Alessia Antelmi, University of Turin
Massimo Cafaro, Università del Salento
Italo Epicoco, Università del Salento
Marco Pulimeno, Università del Salento
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