Matches in SemOpenAlex for { <https://semopenalex.org/work/W2051247029> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2051247029 abstract "The last decade has witnessed the emergence of business critical applications processing streaming data for domains as diverse as credit card fraud detection, real-time recommendation systems, call-center monitoring, ad selection, network monitoring, and more. Most of those applications need to compute hundreds or thousands of metrics continuously while coping with very high event input rates. As a consequence, large amounts of state (i.e., moving windows) need to be maintained, very often exceeding the available memory resources. Nonetheless, current event processing platforms have little or no memory management capabilities, hanging or simply crashing when memory is exhausted. In this paper we report our experience in using secondary storage for solving the performance problems of memory-constrained event processing applications. For that, we propose SlideM, a novel buffer management algorithm that exploits the access pattern of sliding windows in order to efficiently handle memory shortages. The proposed algorithm was implemented in a real stream processing engine and validated through an extensive experimental performance evaluation. Results corroborate the efficacy of the approach: the system was able to sustain very high input rates (up to 300,000 events per second) for very large windows (about 30GB) while consuming small amounts of main memory (few kilobytes)." @default.
- W2051247029 created "2016-06-24" @default.
- W2051247029 creator A5053033865 @default.
- W2051247029 creator A5074403169 @default.
- W2051247029 creator A5077752651 @default.
- W2051247029 date "2013-04-21" @default.
- W2051247029 modified "2023-09-23" @default.
- W2051247029 title "Overcoming memory limitations in high-throughput event-based applications" @default.
- W2051247029 cites W1490494417 @default.
- W2051247029 cites W1963831729 @default.
- W2051247029 cites W1972056747 @default.
- W2051247029 cites W1987225815 @default.
- W2051247029 cites W2001474264 @default.
- W2051247029 cites W2043656323 @default.
- W2051247029 cites W2099395665 @default.
- W2051247029 cites W2101717554 @default.
- W2051247029 cites W2132851185 @default.
- W2051247029 cites W2148706674 @default.
- W2051247029 cites W2149576945 @default.
- W2051247029 cites W2154787987 @default.
- W2051247029 doi "https://doi.org/10.1145/2479871.2479933" @default.
- W2051247029 hasPublicationYear "2013" @default.
- W2051247029 type Work @default.
- W2051247029 sameAs 2051247029 @default.
- W2051247029 citedByCount "4" @default.
- W2051247029 countsByYear W20512470292017 @default.
- W2051247029 countsByYear W20512470292020 @default.
- W2051247029 countsByYear W20512470292021 @default.
- W2051247029 crossrefType "proceedings-article" @default.
- W2051247029 hasAuthorship W2051247029A5053033865 @default.
- W2051247029 hasAuthorship W2051247029A5074403169 @default.
- W2051247029 hasAuthorship W2051247029A5077752651 @default.
- W2051247029 hasConcept C107027933 @default.
- W2051247029 hasConcept C111919701 @default.
- W2051247029 hasConcept C121332964 @default.
- W2051247029 hasConcept C123606473 @default.
- W2051247029 hasConcept C149635348 @default.
- W2051247029 hasConcept C157764524 @default.
- W2051247029 hasConcept C165696696 @default.
- W2051247029 hasConcept C176649486 @default.
- W2051247029 hasConcept C2779662365 @default.
- W2051247029 hasConcept C38652104 @default.
- W2051247029 hasConcept C41008148 @default.
- W2051247029 hasConcept C555944384 @default.
- W2051247029 hasConcept C62520636 @default.
- W2051247029 hasConcept C79403827 @default.
- W2051247029 hasConcept C82687282 @default.
- W2051247029 hasConcept C98045186 @default.
- W2051247029 hasConcept C98986596 @default.
- W2051247029 hasConceptScore W2051247029C107027933 @default.
- W2051247029 hasConceptScore W2051247029C111919701 @default.
- W2051247029 hasConceptScore W2051247029C121332964 @default.
- W2051247029 hasConceptScore W2051247029C123606473 @default.
- W2051247029 hasConceptScore W2051247029C149635348 @default.
- W2051247029 hasConceptScore W2051247029C157764524 @default.
- W2051247029 hasConceptScore W2051247029C165696696 @default.
- W2051247029 hasConceptScore W2051247029C176649486 @default.
- W2051247029 hasConceptScore W2051247029C2779662365 @default.
- W2051247029 hasConceptScore W2051247029C38652104 @default.
- W2051247029 hasConceptScore W2051247029C41008148 @default.
- W2051247029 hasConceptScore W2051247029C555944384 @default.
- W2051247029 hasConceptScore W2051247029C62520636 @default.
- W2051247029 hasConceptScore W2051247029C79403827 @default.
- W2051247029 hasConceptScore W2051247029C82687282 @default.
- W2051247029 hasConceptScore W2051247029C98045186 @default.
- W2051247029 hasConceptScore W2051247029C98986596 @default.
- W2051247029 hasLocation W20512470291 @default.
- W2051247029 hasOpenAccess W2051247029 @default.
- W2051247029 hasPrimaryLocation W20512470291 @default.
- W2051247029 hasRelatedWork W2051247029 @default.
- W2051247029 hasRelatedWork W2169461572 @default.
- W2051247029 hasRelatedWork W2352889960 @default.
- W2051247029 hasRelatedWork W2357545310 @default.
- W2051247029 hasRelatedWork W2375382787 @default.
- W2051247029 hasRelatedWork W2620931916 @default.
- W2051247029 hasRelatedWork W2735412825 @default.
- W2051247029 hasRelatedWork W2998594312 @default.
- W2051247029 hasRelatedWork W4241955046 @default.
- W2051247029 hasRelatedWork W70655528 @default.
- W2051247029 isParatext "false" @default.
- W2051247029 isRetracted "false" @default.
- W2051247029 magId "2051247029" @default.
- W2051247029 workType "article" @default.