FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2941503791> ?p ?o ?g. }

• W2941503791 endingPage "48769" @default.
• W2941503791 startingPage "48753" @default.
• W2941503791 abstract "Today's stream processing systems handle high-volume data streams in an efficient manner. To achieve this goal, they are designed to scale out on large clusters of commodity machines. However, despite the efficient use of distributed architectures, they lack support to co-processors like graphical processing units (GPUs) ready to accelerate data-parallel tasks. The main reason for this lack of integration is that GPU processing and the streaming paradigm have different processing models, with GPUs needing a bulk of data present at once while the streaming paradigm advocates a tuple-at-a-time processing model. This paper contributes to fill this gap by proposing Gasser, a system for offloading the execution of sliding-window operators on GPUs. The system focuses on completely general functions by targeting the parallel processing of non-incremental queries that are not supported by the few existing GPU-based streaming prototypes. Furthermore, Gasser provides an auto-tuning approach able to automatically find the optimal value of the configuration parameters (i.e., batch length and the degree of parallelism) needed to optimize throughput and latency with the given query and data stream. The experimental part assesses the performance efficiency of Gasser by comparing its peak throughput and latency against Apache Flink, a popular and scalable streaming system. Furthermore, we evaluate the penalty induced by supporting completely general queries against the performance achieved by the state-of-the-art solution specifically optimized for incremental queries. Finally, we show the speed and accuracy of the auto-tuning approach adopted by Gasser, which is able to self-configure the system by finding the right configuration parameters without manual tuning by the users." @default.
• W2941503791 created "2019-05-03" @default.
• W2941503791 creator A5042851074 @default.
• W2941503791 creator A5047226405 @default.
• W2941503791 creator A5051951613 @default.
• W2941503791 creator A5053667707 @default.
• W2941503791 creator A5056277459 @default.
• W2941503791 date "2019-01-01" @default.
• W2941503791 modified "2023-09-25" @default.
• W2941503791 title "GASSER: An Auto-Tunable System for General Sliding-Window Streaming Operators on GPUs" @default.
• W2941503791 cites W1945748039 @default.
• W2941503791 cites W2049410874 @default.
• W2941503791 cites W2053592417 @default.
• W2941503791 cites W2098269688 @default.
• W2941503791 cites W2132520482 @default.
• W2941503791 cites W2135903696 @default.
• W2941503791 cites W2168714838 @default.
• W2941503791 cites W2256063247 @default.
• W2941503791 cites W2282396894 @default.
• W2941503791 cites W2282874851 @default.
• W2941503791 cites W2531824516 @default.
• W2941503791 cites W2532806823 @default.
• W2941503791 cites W2534428167 @default.
• W2941503791 cites W2542351397 @default.
• W2941503791 cites W2586025740 @default.
• W2941503791 cites W2614659073 @default.
• W2941503791 cites W2623567496 @default.
• W2941503791 cites W2732397216 @default.
• W2941503791 cites W2734656253 @default.
• W2941503791 cites W2751352504 @default.
• W2941503791 cites W2773426668 @default.
• W2941503791 cites W2917732394 @default.
• W2941503791 cites W4239460697 @default.
• W2941503791 cites W4245015297 @default.
• W2941503791 doi "https://doi.org/10.1109/access.2019.2910312" @default.
• W2941503791 hasPublicationYear "2019" @default.
• W2941503791 type Work @default.
• W2941503791 sameAs 2941503791 @default.
• W2941503791 citedByCount "12" @default.
• W2941503791 countsByYear W29415037912019 @default.
• W2941503791 countsByYear W29415037912020 @default.
• W2941503791 countsByYear W29415037912021 @default.
• W2941503791 countsByYear W29415037912022 @default.
• W2941503791 countsByYear W29415037912023 @default.
• W2941503791 crossrefType "journal-article" @default.
• W2941503791 hasAuthorship W2941503791A5042851074 @default.
• W2941503791 hasAuthorship W2941503791A5047226405 @default.
• W2941503791 hasAuthorship W2941503791A5051951613 @default.
• W2941503791 hasAuthorship W2941503791A5053667707 @default.
• W2941503791 hasAuthorship W2941503791A5056277459 @default.
• W2941503791 hasBestOaLocation W29415037911 @default.
• W2941503791 hasConcept C102392041 @default.
• W2941503791 hasConcept C107027933 @default.
• W2941503791 hasConcept C111919701 @default.
• W2941503791 hasConcept C118615104 @default.
• W2941503791 hasConcept C118930307 @default.
• W2941503791 hasConcept C120314980 @default.
• W2941503791 hasConcept C124101348 @default.
• W2941503791 hasConcept C157764524 @default.
• W2941503791 hasConcept C173608175 @default.
• W2941503791 hasConcept C2777611316 @default.
• W2941503791 hasConcept C2778751112 @default.
• W2941503791 hasConcept C33923547 @default.
• W2941503791 hasConcept C41008148 @default.
• W2941503791 hasConcept C48044578 @default.
• W2941503791 hasConcept C555944384 @default.
• W2941503791 hasConcept C76155785 @default.
• W2941503791 hasConcept C77088390 @default.
• W2941503791 hasConcept C82876162 @default.
• W2941503791 hasConcept C89198739 @default.
• W2941503791 hasConceptScore W2941503791C102392041 @default.
• W2941503791 hasConceptScore W2941503791C107027933 @default.
• W2941503791 hasConceptScore W2941503791C111919701 @default.
• W2941503791 hasConceptScore W2941503791C118615104 @default.
• W2941503791 hasConceptScore W2941503791C118930307 @default.
• W2941503791 hasConceptScore W2941503791C120314980 @default.
• W2941503791 hasConceptScore W2941503791C124101348 @default.
• W2941503791 hasConceptScore W2941503791C157764524 @default.
• W2941503791 hasConceptScore W2941503791C173608175 @default.
• W2941503791 hasConceptScore W2941503791C2777611316 @default.
• W2941503791 hasConceptScore W2941503791C2778751112 @default.
• W2941503791 hasConceptScore W2941503791C33923547 @default.
• W2941503791 hasConceptScore W2941503791C41008148 @default.
• W2941503791 hasConceptScore W2941503791C48044578 @default.
• W2941503791 hasConceptScore W2941503791C555944384 @default.
• W2941503791 hasConceptScore W2941503791C76155785 @default.
• W2941503791 hasConceptScore W2941503791C77088390 @default.
• W2941503791 hasConceptScore W2941503791C82876162 @default.
• W2941503791 hasConceptScore W2941503791C89198739 @default.
• W2941503791 hasLocation W29415037911 @default.
• W2941503791 hasLocation W29415037912 @default.
• W2941503791 hasLocation W29415037913 @default.
• W2941503791 hasOpenAccess W2941503791 @default.
• W2941503791 hasPrimaryLocation W29415037911 @default.
• W2941503791 hasRelatedWork W1991249762 @default.
• W2941503791 hasRelatedWork W2045999829 @default.
• W2941503791 hasRelatedWork W2063029095 @default.
• W2941503791 hasRelatedWork W2137901744 @default.

• next