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DTSTART:19700308T020000
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DTSTAMP:20230124T171524Z
LOCATION:C146
DTSTART;TZID=America/Chicago:20221114T083500
DTEND;TZID=America/Chicago:20221114T093000
UID:submissions.supercomputing.org_SC22_sess441_misc262@linklings.com
SUMMARY:Programming Methods, Architectures, and Applications of Reconfigur
 able Technologies in HPC
DESCRIPTION:Workshop\n\nProgramming Methods, Architectures, and Applicatio
 ns of Reconfigurable Technologies in HPC\n\nKoch\n\nWith recent improvemen
 ts in silicon fabrication technology, reconfigurable devices can now be ap
 plied to accelerate functions beyond the traditional computing domains. In
 -network processing and smart computational storage are just two of these 
 approaches. We discuss both simple and more complex application examples f
 or both of these domains, covering a network-attached ML inference applian
 ce, a JOIN accelerator for distributed databases, and also look forward to
  using a cache-coherent interconnect, such as CCIX or CXL, to tackle a com
 plex database acceleration scenario linking a computational storage unit u
 sing near-data processing to a full-scale PostgreSQL database system. Beyo
 nd these hardware architectures, the talk also examines improvements in pr
 ogramming tools specialized for the realization of reconfigurable computin
 g systems. Using the open-source TaPaSCo framework as an example, advanced
  features such as on-chip dynamic parallelism, flexibly customizable inter
 -processing element communications, and host/accelerator shared virtual me
 mory with physical page migration capabilities are discussed.\n\nSession F
 ormat: Recorded\n\nRegistration Category: Workshop Reg Pass
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