Domain-Specific Hardware Accelerators: DSAs gain efficiency from specialization and performance from parallelism.

The article discusses hardware computing engines known as domain-specific accelerators (DSAs). It discusses Moore's Law, the design of the DSA, and various sources of acceleration for DSAs. It also discusses algorithms, total cost of ownership (TCO), and memory in the accelerators.

Detalles Bibliográficos
Publicado en:Communications of the ACM Vol. 63; no. 7; pp. 48 - 58
Autores principales: DALLY, WILLIAM J., TURAKHIA, YATISH, SONG HAN
Formato: Artículo
Publicado: Association for Computing Machinery Jul2020
Materias:
Acceso en línea:Ver este registro en EBSCOhost
fields @attributes:
  recordID: 1
pdfLink:
plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=144780577&site=ehost-live
header:
  @attributes:
    shortDbName: hlh
    uiTerm: 144780577
    longDbName: Humanities International Complete
    uiTag: AN
  controlInfo:
    bkinfo:
    jinfo:
      jid:
        00010782
        ACM
      jtl: Communications of the ACM
      issn: 00010782
      maglogo: N
    pubinfo:
      dt: Jul2020
      vid: 63
      iid: 7
      pid: 68
      pub: Association for Computing Machinery
    artinfo:
      ui:
        144780577
        10.1145/3361682
      ppf: 48
      ppct: 10
      formats:
      tig:
        atl: Domain-Specific Hardware Accelerators: DSAs gain efficiency from specialization and performance from parallelism.
      aug:
        au:
          DALLY, WILLIAM J.
          TURAKHIA, YATISH
          SONG HAN
        affil:
          NVIDIA, Stanford University, CA, USA
          University of California, Santa Cruz, CA, USA
          Massachusetts Institute of Technology, Cambridge, MA, USA
      su:
        Domain-specific programming languages
        Computer input-output equipment
        Moore's law
        Algorithms
        Computer storage capacity
      sug:
        subj:
          Domain-specific programming languages
          Computer input-output equipment
          Moore's law
          Algorithms
          Computer storage capacity
      ab: The article discusses hardware computing engines known as domain-specific accelerators (DSAs). It discusses Moore's Law, the design of the DSA, and various sources of acceleration for DSAs. It also discusses algorithms, total cost of ownership (TCO), and memory in the accelerators.
      pubtype: Periodical
      doctype: Article
      src: R
    language: English
    refInfo:
    copyright:
      @attributes:
        flag: Y
      dt:
        @attributes:
          year: 2020
    holdings:
      @attributes:
        islocal: N