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Exascale systems to be deployed in the near future will come with deep hierarchical parallelism, will exhibit various levels of heterogeneity, will be prone to frequent component failures, and will face tight power consumption constraints. The notion of application performance in these systems becomes multi-criteria, with fault-tolerance and power consumption metrics to be considered in addition to sheer compute speed. As a result, many of the proven algorithmic techniques used in paralleldoi:10.4230/dagrep.3.9.106 dblp:journals/dagstuhl-reports/CasanovaRS13 fatcat:766ug56f5ndodox4ghazpljmei