SC (supercomputing conference)

SC (supercomputing conference) is an annual international conference focused on high performance computing, networking, storage, and analysis. Founded in 1988, it assembles researchers, engineers, vendors, and government representatives for presentations, exhibits, and competitions. The conference combines peer-reviewed technical programs, vendor exhibits, and community gatherings to showcase advances in parallel processing, exascale initiatives, and scientific applications.

History

The conference traces roots to early gatherings of researchers affiliated with Los Alamos National Laboratory, Argonne National Laboratory, Oak Ridge National Laboratory, and Lawrence Livermore National Laboratory who collaborated on projects funded by agencies such as the Department of Energy (United States), National Science Foundation, and Defense Advanced Research Projects Agency. Early iterations reflected advances documented by institutions like Sandia National Laboratories, National Center for Supercomputing Applications, and IBM Research. Notable moments include demonstrations tied to milestones at facilities including Cray Research, Intel Corporation, NVIDIA, and Fujitsu; collaborations with programs such as TOP500 and projects linked to Lustre (file system) and MPI. Over time the event engaged consortia and universities like Massachusetts Institute of Technology, Stanford University, University of California, Berkeley, University of Illinois Urbana-Champaign, and Cornell University, and attracted keynote speakers from organizations including Microsoft Research, Google, Amazon Web Services, and Facebook (Meta Platforms). The conference adapted to themes from initiatives such as Exascale Computing Project, Human Brain Project, and Large Hadron Collider, and intersected with standards bodies like OpenMP, Khronos Group, and IEEE.

Conference Format and Organization

The organizational leadership traditionally involves professional societies including the Association for Computing Machinery and the IEEE Computer Society alongside program committees comprising researchers from Princeton University, Carnegie Mellon University, California Institute of Technology, University of Texas at Austin, and University of Washington. The logistics partner network has included exhibitors such as Hewlett Packard Enterprise, Dell Technologies, Lenovo, ARM Holdings, and AMD. Typical components mirror practices from events like International Conference for High Performance Computing, Networking, Storage and Analysis, with structures for tutorials, workshops, panels, and a vendor exhibition hall featuring companies such as Cisco Systems, Broadcom Inc., NetApp, and Pure Storage. The program committee solicits submissions via tracks similar to those used by NeurIPS, SCinet, and ACM SIGARCH, and incorporates governance influences from entities like USENIX and OpenMP Architecture Review Board.

Technical Programs and Features

Technical offerings include peer-reviewed papers, poster sessions, birds-of-a-feather meetings, and hands-on tutorials involving platforms from Cray, HPE Cray, IBM Watson Research Center, Fujitsu Limited, and accelerators from NVIDIA and AMD Instinct. Benchmarking and ranking work often references TOP500, Green500, and software stacks such as Linux, CUDA, OpenCL, MPI, and HDF5. Special programs highlight collaborations with projects like CORAL, NERSC, ALCF, and O2 Center for HPC and tools from Anaconda, Inc., The Apache Software Foundation, and Kubernetes. Networking infrastructure at the conference recalls deployments from Juniper Networks, Arista Networks, and Mellanox Technologies and has hosted testbeds influenced by research at National Institute of Standards and Technology, European Organization for Nuclear Research, and Pittsburgh Supercomputing Center. Educational tracks have involved partnerships with IEEE Computer Society Press, ACM Digital Library, and graduate programs at Georgia Institute of Technology and University of Illinois.

Awards and Recognitions

The conference presents awards and honors that have recognized contributions from individuals and teams affiliated with institutions like Los Alamos National Laboratory, Lawrence Berkeley National Laboratory, Argonne National Laboratory, Sandia National Laboratories, and companies such as IBM, Intel, and NVIDIA. Awards have included best paper recognitions akin to prizes at ACM SIGPLAN events, distinguished achievement awards comparable to honors bestowed by IEEE Computer Society, and student contests similar to those at Imagine Cup. Competitive showcases such as the Student Cluster Competition and visualization awards reflect traditions seen in competitions organized by ACM and IEEE. Recognition has extended to software and hardware innovations that later received broader awards from R&D 100 Awards, Presidential Early Career Award for Scientists and Engineers, and other institutional honors.

Impact and Industry Influence

The conference has influenced procurement and research directions at national labs including Oak Ridge National Laboratory, Argonne National Laboratory, and Lawrence Livermore National Laboratory and corporate R&D labs like IBM Research, Intel Labs, Microsoft Research, and Google Research. Technologies unveiled have shaped roadmaps at NVIDIA, AMD, Intel, Hewlett Packard Enterprise, Dell Technologies, and Fujitsu and informed standards efforts involving ISO, IEEE Standards Association, and Open Compute Project. Collaborations with projects such as Exascale Computing Project, Human Brain Project, Square Kilometre Array, and ITER illustrate cross-domain influence in scientific computing, climate modeling, genomics initiatives like Human Genome Project, and machine learning applications adopted by OpenAI and DeepMind. The conference’s role in benchmarking, networking, and storage has had downstream effects on cloud providers including Amazon Web Services, Google Cloud, and Microsoft Azure as well as on educational curricula at universities such as MIT, Stanford University, and UC Berkeley.

Category:Computer conferences