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DTSTART;TZID=Europe/Stockholm:20240603T120000
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UID:submissions.pasc-conference.org_PASC24_sess140_msa307@linklings.com
SUMMARY:Dealing with Data in the Era of Heterogeneity
DESCRIPTION:Minisymposium\n\nGustavo Alonso (ETH Zurich)\n\nComputing plat
 forms are evolving rapidly along many dimensions: processors, specializati
 on, disaggregation, acceleration, smart memory and storage, etc. Many of t
 hese developments are being driven by data science but very few existing d
 ata processing platforms make use of modern hardware, which is crucial to 
 be able to process large amounts of data in an efficient manner. One reaso
 n for the gap is the deluge of possible configurations and deployment opti
 ons, most of them too new to have a precise idea of their performance impl
 ications and lacking proper support in the form of tools and platforms tha
 t can manage the underlying diversity. This growing heterogeneity opens up
  many opportunities but also raises significant challenges. In the talk I 
 will describe our efforts to explore the possibilities that modern hardwar
 e opens for data management and discuss a system we are building for data 
 processing on heterogeneous computing platforms that has as its main goal 
 to effectively cope with the great variety of emerging hardware.\n\nDomain
 : Chemistry and Materials, Climate, Weather, and Earth Sciences, Life Scie
 nces, Physics, Computational Methods and Applied Mathematics\n\nSession Ch
 air: Michela Taufer (University of Tennessee)
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