International Conference on Supercomputing
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| International Conference on Supercomputing | |
|---|---|
| Name | International Conference on Supercomputing |
| Abbreviation | ICS |
| Discipline | Supercomputing |
| Established | 1987 |
| Frequency | Annual |
| Publisher | ACM |
| Country | International |
International Conference on Supercomputing The International Conference on Supercomputing is an annual academic conference focused on high-performance computing, parallel processing, and computational science, linking communities around Association for Computing Machinery, IEEE, National Science Foundation, European Commission, Japan Science and Technology Agency. Founded in 1987, the conference convenes researchers, engineers, and policymakers from institutions such as Lawrence Livermore National Laboratory, Los Alamos National Laboratory, Argonne National Laboratory, Oak Ridge National Laboratory, CERN, and corporations including IBM, Intel Corporation, NVIDIA, Hewlett-Packard.
History
The conference began in 1987 with organizers from Massachusetts Institute of Technology, University of Illinois Urbana–Champaign, Stanford University, University of California, Berkeley, University of Cambridge and early sponsors like DARPA and European Research Council, evolving through milestones tied to technologies developed at Cray Research, Bell Labs, Sun Microsystems, Sequent Computer Systems, Silicon Graphics. In the 1990s, the program reflected advances associated with projects at Lawrence Berkeley National Laboratory, Los Alamos National Laboratory, Fermi National Accelerator Laboratory, National Center for Supercomputing Applications, Riken, and collaborations with Intel Corporation and IBM. The 2000s saw interplay with initiatives from Google, Microsoft Research, Amazon Web Services, European Organization for Nuclear Research, NERSC and later integration of topics influenced by architectures from ARM Holdings, AMD, NVIDIA, Cray Inc..
Scope and Topics
The conference scope spans parallel algorithms, distributed systems, and architectures as exemplified by work referencing Message Passing Interface, OpenMP, CUDA, MPI-2, Pthreads and research applications tied to Climate Research Unit, Human Genome Project, Large Hadron Collider, Sequoia supercomputer, Summit (supercomputer). Topics include performance modeling influenced by studies at Sandia National Laboratories, National Renewable Energy Laboratory, Argonne National Laboratory, Los Alamos National Laboratory, Oak Ridge National Laboratory, as well as software ecosystems connected to Linux, GNU Compiler Collection, LLVM, OpenMPI, GCC. Emerging areas reflect intersections with projects from DeepMind, OpenAI, Hugging Face, TensorFlow, PyTorch and systems research seen in work at Carnegie Mellon University, ETH Zurich, University of Tokyo.
Organization and Sponsorship
Organizing committees typically comprise faculty from Massachusetts Institute of Technology, University of Illinois Urbana–Champaign, Princeton University, Harvard University, University of California, Berkeley alongside program chairs affiliated with ACM SIGARCH, ACM SIGPLAN, IEEE Computer Society, SIAM, European Processor Initiative. Sponsorship often comes from corporations and agencies such as Intel Corporation, NVIDIA, AMD, Microsoft Corporation, Google LLC, IBM, National Science Foundation, Defense Advanced Research Projects Agency, European Commission, Japan Science and Technology Agency, Riken and consortiums including PRACE and EuroHPC.
Conference Structure and Activities
The typical program features keynote addresses by researchers from Lawrence Berkeley National Laboratory, Oak Ridge National Laboratory, Los Alamos National Laboratory, Argonne National Laboratory, CERN, panel sessions influenced by participants from Google DeepMind, Microsoft Research, IBM Research, workshops co-located with meetings of ACM SIGPLAN, ACM SIGARCH, tutorials led by teams from NVIDIA, Intel Corporation, AMD, poster sessions showcasing work from University of Texas at Austin, University of Washington, University of Illinois Urbana–Champaign, and competitive events including benchmarking tied to TOP500 and software demonstrations connected to HPCG and SPEC. Special sessions often align with initiatives like Human Brain Project, International Thermonuclear Experimental Reactor, Square Kilometre Array.
Publications and Proceedings
Proceedings are commonly published in venues associated with ACM, IEEE Xplore, Springer, Proceedings of the ACM on Programming Languages, Lecture Notes in Computer Science and indexed by services such as Scopus, Web of Science, Google Scholar, DBLP, arXiv. Many papers have cross-listings with journals like Journal of Parallel and Distributed Computing, ACM Transactions on Computer Systems, IEEE Transactions on Computers, SIAM Journal on Scientific Computing. Supplementary artifacts and datasets are archived in repositories including Zenodo, Figshare, Dataverse and codebases on GitHub, Bitbucket, often linked to community benchmarks like SPEC CPU and Linpack.
Notable Papers and Contributions
Landmark contributions presented include early parallel algorithm frameworks influenced by researchers from Donald Knuth-related schools at Stanford University and algorithmic advances continued by teams from MIT, UC Berkeley, Princeton University, with high-impact demonstrations of scaling on systems such as Cray-1, Sequoia (supercomputer), Summit (supercomputer), Fugaku and influential software innovations tied to MPI, OpenMP, CUDA, TensorFlow. Papers that shaped exascale planning involved participants from Oak Ridge National Laboratory, Argonne National Laboratory, Lawrence Livermore National Laboratory, and cross-disciplinary applications demonstrated for Human Genome Project, Large Hadron Collider, Earth System Modeling.
Impact and Community Reception
The conference has influenced procurement and roadmaps at European Commission, National Science Foundation, Department of Energy, Ministry of Education, Culture, Sports, Science and Technology (Japan), Horizon 2020, and shaped collaborations among IBM Research, Intel Labs, NVIDIA Research, Microsoft Research, Google Research. Community reception is reflected in citations across Nature, Science, Communications of the ACM, and policy discussions at forums such as International Telecommunication Union, G20, World Economic Forum, with follow-on workshops at institutions including ETH Zurich, University of Cambridge, Tsinghua University, Peking University.