The ACM International Conference on Supercomputing (ICS) is the premier international forum for the presentation of research results in high-performance computing systems. The 36th conference (ICS-2022) will be held as a virtual global event in June 2022. Papers are solicited on all aspects of the architecture, software, and applications of high-performance computing systems of all scales (from chips to supercomputing systems), including but not limited to: Processor, memory, storage, accelerator and interconnect architectures , including architectures based on future and emerging hardware (e.g. quantum, photonic, neuromorphic). Programming languages, paradigms and execution models, including domain-specific languages and scientific problem-solving software environments. Compilers, runtime systems and system software, including optimization and support for hardware resource management, energy management, fault tolerance, correctness, reproducibility, and security. High-performance algorithms and applications including machine learning and large-scale data analytics, as well as the implementation and deployment of algorithms and applications on large-scale systems. Tools for measurement, modeling, analysis and visualization of performance, energy, or other quantitative properties of high performance computing systems, including data and code visualization tools. The review process will include a rebuttal period, and the papers will be evaluated based on novelty, technical soundness, and potential impact on the field.