Integration process simulator: A tool for performance evaluation of task scheduling of integration processes

Due to large volumes of data from Cloud Computing and from the Internet of Things, the companies' software ecosystem requires an efficient integration of applications and services. Performance improvement from integration platforms' runtime systems is directly related to task scheduling st...

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Veröffentlicht in:Journal of simulation : JOS Jg. 16; H. 6; S. 604 - 623
Hauptverfasser: Freire​, Daniela L., Frantz, Rafael Z., Roos-Frantz, Fabricia, Basto-Fernandes, Vitor
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Taylor & Francis 02.11.2022
Schlagworte:
Application integration
high volume data
simulation tool
task scheduling algorithm
workflow scheduling
ISSN:1747-7778, 1747-7786
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Abstract Due to large volumes of data from Cloud Computing and from the Internet of Things, the companies' software ecosystem requires an efficient integration of applications and services. Performance improvement from integration platforms' runtime systems is directly related to task scheduling strategies from integration processes. It is still a challenge to find the proper heuristic for a given integration process subject to high inbound data rates. This article proposes a simulation tool for the field of Enterprise Application Integration, which implements different scheduling heuristics and allows the extraction of performance metrics. Three task scheduling heuristics were simulated during the integration process, and the results were evaluated through statistical tests.
AbstractList Due to large volumes of data from Cloud Computing and from the Internet of Things, the companies' software ecosystem requires an efficient integration of applications and services. Performance improvement from integration platforms' runtime systems is directly related to task scheduling strategies from integration processes. It is still a challenge to find the proper heuristic for a given integration process subject to high inbound data rates. This article proposes a simulation tool for the field of Enterprise Application Integration, which implements different scheduling heuristics and allows the extraction of performance metrics. Three task scheduling heuristics were simulated during the integration process, and the results were evaluated through statistical tests.
Author Basto-Fernandes, Vitor
Roos-Frantz, Fabricia
Frantz, Rafael Z.
Freire​, Daniela L.
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Cites_doi 10.1007/978-3-319-22168-7_4
10.1145/2465351.2465386
10.1007/978-3-642-29044-2
10.1016/j.is.2010.06.007
10.1007/s11227-021-03926-x
10.1145/3368036
10.1109/MS.2005.52
10.1016/j.is.2017.03.003
10.1109/CLUSTR.2007.4629283
10.1109/RTCSA.1999.811266
10.1109/ISESE.2005.1541818
10.1201/9781315154855-10
10.1007/978-981-10-7563-6_46
10.1002/spe.995
10.1007/s11241-012-9166-9
10.1016/j.simpat.2019.101966
10.1007/s11740-018-0832-1
10.1016/j.apenergy.2018.06.025
10.1007/978-3-030-05366-6_6
10.1016/j.future.2017.01.011
10.1145/2714064.2660235
10.1016/j.adhoc.2017.11.005
10.1145/1479064.1479074
10.1007/s10586-010-0128-5
10.1007/s12525-019-00344-z
10.1016/j.jss.2015.11.023
10.1007/BF01807697
10.1002/cpe.710
10.1287/ijoc.2018.0807
10.1057/jos.2012.20
10.1016/j.simpat.2018.01.004
10.1109/CloudCom.2011.110
10.1109/CCGRID.2005.1558639
10.1145/1297105.1297033
10.1145/2980258.2980358
10.5335/rbca.v11i1.8784
10.1016/j.jss.2011.10.048
10.1504/IJCAT.2020.104692
10.1002/dac.2743
10.1016/j.is.2019.101439
10.1016/j.jss.2015.08.044
10.1002/spe.2670
10.1016/j.simpat.2018.09.001
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References cit0031
cit0032
Hohpe G. (cit0033) 2004
cit0030
Fernández-Cerero D. (cit0019) 2019; 101
cit0039
cit0037
cit0038
cit0035
cit0036
cit0022
cit0023
cit0020
cit0021
Basili V. R. (cit0005) 2007
Cruz C. D (cit0013) 2006
Riaz R. (cit0041) 2018; 9
cit0028
cit0029
cit0026
cit0027
cit0024
cit0025
cit0012
cit0010
cit0051
Cervin A. (cit0011) 2018
cit0050
cit0018
cit0015
cit0016
cit0014
cit0044
cit0001
cit0045
cit0042
cit0043
cit0040
Alexander C. (cit0002) 1977
cit0008
cit0009
cit0006
cit0007
Feldt R. (cit0017) 2010
Howell F. (cit0034) 1998
cit0004
cit0048
cit0049
cit0046
cit0003
cit0047
References_xml – start-page: 51
  volume-title: Proceedings of the First International Conference on Web-based Modelling and Simulation
  year: 1998
  ident: cit0034
– ident: cit0001
  doi: 10.1007/978-3-319-22168-7_4
– ident: cit0046
  doi: 10.1145/2465351.2465386
– ident: cit0048
  doi: 10.1007/978-3-642-29044-2
– ident: cit0007
  doi: 10.1016/j.is.2010.06.007
– ident: cit0025
  doi: 10.1007/s11227-021-03926-x
– ident: cit0031
  doi: 10.1145/3368036
– ident: cit0032
  doi: 10.1109/MS.2005.52
– ident: cit0042
  doi: 10.1016/j.is.2017.03.003
– ident: cit0010
  doi: 10.1109/CLUSTR.2007.4629283
– ident: cit0015
  doi: 10.1109/RTCSA.1999.811266
– ident: cit0035
  doi: 10.1109/ISESE.2005.1541818
– ident: cit0014
  doi: 10.1201/9781315154855-10
– ident: cit0038
  doi: 10.1007/978-981-10-7563-6_46
– ident: cit0009
  doi: 10.1002/spe.995
– ident: cit0044
  doi: 10.1007/s11241-012-9166-9
– volume: 101
  start-page: 101966
  year: 2019
  ident: cit0019
  publication-title: Simulation Modelling Practice and Theory
  doi: 10.1016/j.simpat.2019.101966
– start-page: 374
  volume-title: International Conference on Software Engineering and Knowledge Engineering (SEKE)
  year: 2010
  ident: cit0017
– ident: cit0016
  doi: 10.1007/s11740-018-0832-1
– ident: cit0050
  doi: 10.1016/j.apenergy.2018.06.025
– ident: cit0029
  doi: 10.1007/978-3-030-05366-6_6
– volume-title: A pattern language: Towns, buildings, construction
  year: 1977
  ident: cit0002
– ident: cit0012
  doi: 10.1016/j.future.2017.01.011
– volume-title: Programa genes: Estatística experimental e matrizes
  year: 2006
  ident: cit0013
– ident: cit0039
  doi: 10.1145/2714064.2660235
– ident: cit0036
  doi: 10.1016/j.adhoc.2017.11.005
– ident: cit0049
  doi: 10.1145/1479064.1479074
– ident: cit0040
  doi: 10.1007/s10586-010-0128-5
– ident: cit0047
  doi: 10.1007/s12525-019-00344-z
– ident: cit0003
  doi: 10.1016/j.jss.2015.11.023
– ident: cit0004
  doi: 10.1007/BF01807697
– ident: cit0008
  doi: 10.1002/cpe.710
– ident: cit0051
  doi: 10.1287/ijoc.2018.0807
– ident: cit0045
  doi: 10.1057/jos.2012.20
– ident: cit0018
  doi: 10.1016/j.simpat.2018.01.004
– ident: cit0021
  doi: 10.1109/CloudCom.2011.110
– ident: cit0006
  doi: 10.1109/CCGRID.2005.1558639
– ident: cit0027
  doi: 10.1145/1297105.1297033
– ident: cit0037
  doi: 10.1145/2980258.2980358
– ident: cit0030
  doi: 10.5335/rbca.v11i1.8784
– ident: cit0022
  doi: 10.1016/j.jss.2011.10.048
– volume-title: Empirical software engineering issues
  year: 2007
  ident: cit0005
– ident: cit0024
  doi: 10.1504/IJCAT.2020.104692
– ident: cit0028
  doi: 10.1002/dac.2743
– ident: cit0043
  doi: 10.1016/j.is.2019.101439
– ident: cit0023
  doi: 10.1016/j.jss.2015.08.044
– ident: cit0026
  doi: 10.1002/spe.2670
– start-page: 169
  volume-title: Model-based design for embedded systems
  year: 2018
  ident: cit0011
– volume-title: Enterprise integration patterns: Designing, building, and deploying messaging solutions
  year: 2004
  ident: cit0033
– ident: cit0020
  doi: 10.1016/j.simpat.2018.09.001
– volume: 9
  start-page: 19
  year: 2018
  ident: cit0041
  publication-title: Journal of Information Communication Technologies and Robotic Applications
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SubjectTerms Application integration
high volume data
simulation tool
task scheduling algorithm
workflow scheduling
Title Integration process simulator: A tool for performance evaluation of task scheduling of integration processes
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