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Simulation
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===Network and distributed systems=== Network and distributed systems have been extensively simulated in other to understand the impact of new protocols and algorithms before their deployment in the actual systems. The simulation can focus on different levels ([[physical layer]], [[network layer]], [[application layer]]), and evaluate different metrics (network bandwidth, resource consumption, service time, dropped packets, system availability). Examples of simulation scenarios of network and distributed systems are: * [[Content delivery network]]s<ref>{{cite journal|last1=Filelis-Papadopoulos|first1=Christos K.|last2=Endo|first2=Patricia Takako|last3=Bendechache|first3=Malika|last4=Svorobej|first4=Sergej|last5=Giannoutakis|first5=Konstantinos M.|last6=Gravvanis|first6=George A.|last7=Tzovaras|first7=Dimitrios|last8=Byrne|first8=James|last9=Lynn|first9=Theo|date=1 January 2020|title=Towards simulation and optimization of cache placement on large virtual content distribution networks|journal=Journal of Computational Science|volume=39|pages=101052|doi=10.1016/j.jocs.2019.101052|issn=1877-7503|doi-access=free}}</ref><ref>{{cite journal|last1=Filelis-Papadopoulos|first1=Christos K.|last2=Giannoutakis|first2=Konstantinos M.|last3=Gravvanis|first3=George A.|last4=Endo|first4=Patricia Takako|last5=Tzovaras|first5=Dimitrios|last6=Svorobej|first6=Sergej|last7=Lynn|first7=Theo|date=1 April 2019|title=Simulating large vCDN networks: A parallel approach|journal=Simulation Modelling Practice and Theory|volume=92|pages=100β114|doi=10.1016/j.simpat.2019.01.001|s2cid=67752426|issn=1569-190X}}</ref><ref>{{cite journal|last1=Ibn-Khedher|first1=Hatem|last2=Abd-Elrahman|first2=Emad|last3=Kamal|first3=Ahmed E.|last4=Afifi|first4=Hossam|date=19 June 2017|title=OPAC: An optimal placement algorithm for virtual CDN|journal=Computer Networks|volume=120|pages=12β27|doi=10.1016/j.comnet.2017.04.009|issn=1389-1286}}</ref><ref>{{cite book|last1=Khedher|first1=Hatem|last2=Abd-Elrahman|first2=Emad|last3=Afifi|first3=Hossam|last4=Marot|first4=Michel|title=2017 IEEE 42nd Conference on Local Computer Networks (LCN) |chapter=Optimal and Cost Efficient Algorithm for Virtual CDN Orchestration |date=2017|location=Singapore|publisher=IEEE|pages=61β69|doi=10.1109/LCN.2017.115|isbn=978-1-5090-6523-3|s2cid=44243386}}</ref> * Smart cities * Internet of things
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