High-Performance Computing and AI Compression

Dear Colleagues,

The ever-growing demand for processing power and data storage in today's digital landscape has brought high-performance computing (HPC) and artificial intelligence (AI) to the forefront of technological advancement. As these fields continue to evolve, the challenge of efficiently managing and compressing vast amounts of data without compromising on speed or accuracy has become increasingly critical.

This Special Issue on "High-Performance Computing and AI Compression" in Electronics aims to explore the latest innovations and developments in this area, addressing both theoretical and practical aspects. We invite original research articles, reviews, and case studies that contribute to the understanding and advancement of compression techniques tailored for HPC and AI applications.

Research areas of this Special Issue may include (but are not limited to) the following:

• Novel algorithms for data compression in HPC and AI environments;
• Hardware acceleration techniques for efficient data processing and compression;
• Case studies demonstrating the practical implementation of compression techniques in real-world HPC and AI applications;
• Theoretical advancements in lossless and lossy compression methods;
• Interdisciplinary approaches combining AI with traditional compression techniques;
• Benchmarking and performance evaluation of compression methods in HPC and AI scenarios;
• Energy-efficient compression strategies for sustainable high-performance computing.

We encourage contributions from researchers and practitioners across academia and industry to share their latest findings and insights, fostering a comprehensive discussion on the challenges and opportunities in this vital area of research.

We look forward to your valuable contributions to this Special Issue.

Dr. Siye Wang
Dr. Man Zhang
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Electronics is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.