Machine Learning for Computer Architecture and Systems

More workshops at International Symposium on Computer Architecture 2026

• AI for Computing Systems Design — Explores the use of machine learning and AI-driven methods to automate and accelerate computer architecture...
• Next-Generation Championship in Branch Prediction — Competition and workshop evaluating branch prediction algorithms on standardized traces, driving innovation in one of...
• Cognitive Architectures — Explores the intersection of neuroscience, cognitive science, and computer architecture, examining how brain-inspired computing models...
• DRAM Security — Dedicated to security vulnerabilities and defences in DRAM, including Rowhammer attacks, memory controller mitigations, and...
• gem5 Simulator Workshop — Community workshop for users and developers of the gem5 architectural simulator, covering new features, research...
• Hot Topics in System Infrastructure — Forum for speculative and emerging ideas at the intersection of system infrastructure and computer architecture,...
• Memory-Centric Computing Systems — Covers processing-in-memory, near-data computing, and memory-centric architecture designs that aim to reduce data movement and...
• Open-Source Computer Architecture Research — Promotes open-source tools, simulators, and research infrastructure in computer architecture, with presentations on open-source RTL...
• Quantum Classical Cooperative Computing — Workshop on co-design of quantum and classical computing systems, covering hybrid algorithms, quantum error correction,...
• Systems and Architectures for Encrypted AI — Brings together researchers working on hardware support for privacy-preserving AI, including fully homomorphic encryption, secure...
• Rethinking the Cloud-Native Stack — Focuses on co-designing cloud-native infrastructure from the hardware layer up, examining how microarchitecture and systems...
• Undergraduate Architecture Mentoring Workshop — Mentoring event for undergraduate students interested in computer architecture research, featuring talks from faculty, graduate...
• Systems and Architectures for Visual Computing — Explores architectural support for neural rendering, augmented and virtual reality workloads, and the next generation...
• Young Architect Workshop — Early-career workshop providing a venue for PhD students and junior researchers to present work-in-progress, receive...