Future Computing Workshop

Plateauing scaling laws lead the HPC community in- to an era of new paradigms and increasingly heterogeneous architectures. Specialized accelerators, co-processors, and, e.g., neuromorphic systems potentially offer significant speed-ups and energy savings, but currently at the cost of maturity. HLRS organizes the Future Computing Workshop to help bridge the gaps between hardware vendors, research software developers, and domain-specific researchers. We evaluate the current state of HPC and its prospects, particularly for x86, GPUs, and ARM-based architectures. Computing paradigms that may succeed them include machines from all technologies. However, we emphasize medium-term scenarios.

HLRS intends this workshop to offer a platform for discussions, networking, and exploring potential projects and collaborations. We want to serve the community and stay ahead.

Target Audience

Researchers, architects, and developers from national labs, academia, and industry who are involved in HPC system design, software development, and application deployment.

• Researchers focused on the software ecosystem working to adapt and optimize for emerging and heterogeneous hardware. Among the software ecosystem are programming models, compilers, runtime systems, performance tools, and domain-specific libraries.
• Hardware Vendors, their architects and technologists from companies developing processors, accelerators, and other components who are looking to engage with the HPC community.
• Leaders, researchers, and practitioners from national computing facilities are responsible for evaluating, deploying, and maintaining next-generation systems, with a critical interest in long-term sustainability, performance portability, and user support.

Program

Day 1:

• Keynote tba
• Talks by hardware developers
• Dinner

Day 2:

• Keynote tba
• Talks by researchers

Submission Guidelines

The Future Computing Workshop does not feature a full peer review and proceedings, because we intend the workshop to offer a platform for exchange on a formal and informal level. Furthermore, we accept properly prepared slides and a voluntary submission of a corresponding workshop paper of up to 8 pages. We aim to foster discussion and collaboration, even for ideas that still need to evolve. However, we also want to ensure a well-balanced and high-quality contribution set. Therefore, we will evaluate all submissions.

We only consider submissions in English.

For submitting to the workshop, please include:

• Title of the Contribution
• Presenter(s) Information: Name, affiliation, email address
• Short Abstract: Up to 250 words
• Track: Vendor or Academic

Please submit your contribution here: https://easychair.org/cfp/FCW26

Important Dates

Abstract registration deadline: January 16, 2026
Submission registration deadline: January 23, 2026
Notifications due: January 30, 2026