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DTSTART:19700308T020000
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DTSTAMP:20260522T150115Z
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:Antonino Tumeo, John Feo, and Vito Giovanni Castellana (Pacifi
 c Northwest National Laboratory)\n\nDue to the heterogeneous data sets the
 y process, data intensive applications employ a diverse set of methods and
  data structures, exhibiting irregular memory accesses, control flows, and
  communication patterns. Current supercomputing systems are organized arou
 nd components optimized for data locality and bulk synchronous computation
 s. Managing any form of irregularity on them demands substantial programmi
 ng effort, and often leads to poor performance. Holistic solutions to thes
 e challenges emerge only by considering the problem from multiple perspect
 ives: from micro- to system-architectures, from compilers to languages, fr
 om libraries to runtimes, and from algorithm design to data characteristic
 s. Only strong collaborative efforts among researchers with different expe
 rtise, including domain experts and end users, can lead to significant bre
 akthroughs. This workshop brings together scientists with different backgr
 ounds to discuss methods and technologies for efficiently supporting irreg
 ular applications on current and future architectures.\n\nTag: Architectur
 es, Data Analytics, Graph Algorithms\n\nRegistration Category: Workshop Re
 g Pass\n\nSession Chairs: Vito Giovanni Castellana (Pacific Northwest Nati
 onal Laboratory (PNNL)), John Feo (Pacific Northwest National Laboratory (
 PNNL)), and Antonino Tumeo (Pacific Northwest National Laboratory (PNNL))\
 n\n
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