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Achieving query performance in the cloud via a cost-effective data replication strategy

Tos, Uras; Mokadem, Riad; Hameurlain, Abdelkader; Ayav, Tolga


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  <identifier identifierType="URL">https://aperta.ulakbim.gov.tr/record/230448</identifier>
  <creators>
    <creator>
      <creatorName>Tos, Uras</creatorName>
      <givenName>Uras</givenName>
      <familyName>Tos</familyName>
      <affiliation>Yasar Univ, Dept Software Engn, TR-35100 Izmir, Turkey</affiliation>
    </creator>
    <creator>
      <creatorName>Mokadem, Riad</creatorName>
      <givenName>Riad</givenName>
      <familyName>Mokadem</familyName>
      <affiliation>Paul Sabatier Univ, Inst Rech Informat Toulouse IRIT, 118 Route Narbonne, F-31062 Toulouse, France</affiliation>
    </creator>
    <creator>
      <creatorName>Hameurlain, Abdelkader</creatorName>
      <givenName>Abdelkader</givenName>
      <familyName>Hameurlain</familyName>
      <affiliation>Paul Sabatier Univ, Inst Rech Informat Toulouse IRIT, 118 Route Narbonne, F-31062 Toulouse, France</affiliation>
    </creator>
    <creator>
      <creatorName>Ayav, Tolga</creatorName>
      <givenName>Tolga</givenName>
      <familyName>Ayav</familyName>
      <affiliation>Izmir Inst Technol, Dept Comp Engn, TR-35430 Izmir, Turkey</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Achieving Query Performance In The Cloud Via A Cost-Effective Data Replication Strategy</title>
  </titles>
  <publisher>Aperta</publisher>
  <publicationYear>2021</publicationYear>
  <dates>
    <date dateType="Issued">2021-01-01</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Journal article</resourceType>
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    <alternateIdentifier alternateIdentifierType="url">https://aperta.ulakbim.gov.tr/record/230448</alternateIdentifier>
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    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsIdenticalTo">10.1007/s00500-020-05544-w</relatedIdentifier>
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  <rightsList>
    <rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
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  <descriptions>
    <description descriptionType="Abstract">Meeting performance expectations of tenants without sacrificing economic benefit is a tough challenge for cloud providers. We propose a data replication strategy to simultaneously satisfy both the performance and provider profit. Response time of database queries is estimated with the consideration of parallel execution. If the estimated response time is not acceptable, bottlenecks are identified in the query plan. Data replication is realized to resolve the bottlenecks. Data placement is heuristically performed in a way to satisfy query response times at a minimal cost for the provider. We demonstrate the validity of our strategy in a performance evaluation study.</description>
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Alıntı yap

Tos, U., Mokadem, R., Hameurlain, A. ve Ayav, T. (2021). Achieving query performance in the cloud via a cost-effective data replication strategy. SOFT COMPUTING, 25(7), 5437–5454. doi:10.1007/s00500-020-05544-w

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