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DTSTAMP:20181221T160727Z
LOCATION:D172
DTSTART;TZID=America/Chicago:20181112T090000
DTEND;TZID=America/Chicago:20181112T091000
UID:submissions.supercomputing.org_SC18_sess168_wksp135@linklings.com
SUMMARY:Introduction - IA^3 2018:  8th Workshop on Irregular Applications:
  Architectures and Algorithms
DESCRIPTION:Workshop\nArchitectures, Data Analytics, Graph Algorithms, Wor
 kshop Reg Pass\n\nIntroduction - IA^3 2018:  8th Workshop on Irregular App
 lications: Architectures and Algorithms\n\nTumeo, Feo, Castellana\n\nDue t
 o the heterogeneous data sets they process, data intensive applications em
 ploy a diverse set of methods and data structures, exhibiting irregular me
 mory accesses, control flows, and communication patterns. Current supercom
 puting systems are organized around components optimized for data locality
  and bulk synchronous computations. Managing any form of irregularity on t
 hem demands substantial programming effort, and often leads to poor perfor
 mance. Holistic solutions to these challenges emerge only by considering t
 he problem from multiple perspectives: from micro- to system-architectures
 , from compilers to languages, from libraries to runtimes, and from algori
 thm design to data characteristics. Only strong collaborative efforts amon
 g researchers with different expertise, including domain experts and end u
 sers, can lead to significant breakthroughs. This workshop brings together
  scientists with different backgrounds to discuss methods and technologies
  for efficiently supporting irregular applications on current and future a
 rchitectures.
URL:https://sc18.supercomputing.org/presentation/?id=wksp135&sess=sess168
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