Computer Performance Engineering: 18th European Workshop, EPEW 2022, Santa Pola, Spain, September 21–23, 2022, Proceedings

233 Pages·2023·17.411 MB·English

by  Katja Gilly, Nigel Thomas

Katja Gilly
Nigel Thomas (Eds.)
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18th European Workshop, EPEW 2022
Santa Pola, Spain, September 21–23, 2022
Proceedings
Lecture Notes in Computer Science 13659
FoundingEditors
GerhardGoos
KarlsruheInstituteofTechnology,Karlsruhe,Germany
JurisHartmanis
CornellUniversity,Ithaca,NY,USA
EditorialBoardMembers
ElisaBertino
PurdueUniversity,WestLafayette,IN,USA
WenGao
PekingUniversity,Beijing,China
BernhardSteffen
TUDortmundUniversity,Dortmund,Germany
MotiYung
ColumbiaUniversity,NewYork,NY,USA
Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558
·
Katja Gilly Nigel Thomas (Eds.)
Computer
Performance Engineering
18th European Workshop, EPEW 2022
Santa Pola, Spain, September 21–23, 2022
Proceedings
Editors
KatjaGilly NigelThomas
MiguelHernandezUniversity NewcastleUniversity
Elche,Spain NewcastleuponTyne,UK
ISSN 0302-9743 ISSN 1611-3349 (electronic)
LectureNotesinComputerScience
ISBN 978-3-031-25048-4 ISBN 978-3-031-25049-1 (eBook)
https://doi.org/10.1007/978-3-031-25049-1
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Preface
This volume of LNCS contains papers presented at the 18th European Performance
EngineeringWorkshopheldinSantaPola,Alicante,SpaininSeptember2022.
Theacceptedpapersreflectthediversityofmodernperformanceengineering.The
sessionscovered awiderangeoftopicsincluding robustnessanalysis,machine learn-
ing,edgeandcloudcomputing,aswellasmoretraditionaltopicsrelatedtostochastic
modelling,techniquesandtools.ThiswasthefirsttimethatEPEWwasheldinperson
sincetheCovid-19pandemic.Whiletheoverallnumberofpapersandpresentationswas
lowerthansomepreviousevents,itwasneverthelessanimportantstepinrenormalising
workshopparticipationandsharinghigh-qualityworkinapositiveandproductiveenvi-
ronment.Atotalof14fullpaperswereacceptedintheWorkshopaftergoingthrougha
singleblindrevisionprocessthatguaranteedaminimumof3reviewsforeachpaper.
WeweredelightedtohavekeynotepresentationsfromDr.XavierCostaPérezfrom
NECLaboratoriesEuropeandProfAadvanMoorselfromtheUniversityofBirmingham.
Thesetalksreflectedthestateofperformanceengineeringtoday.XavierCostaPérez’s
talkconcernedAIforFuture6GSystems,coveringAI-drivenautomationforindustry
verticals,O-RANnetworkdisaggregation,smartsurfacesandwirelesssensing.Aadvan
Moorsel’s talk on Probabilistic Models for Blockchain presented a number of results
givinginsightintothebehaviourandchallengesofblockchainsystems.
Asworkshopco-chairswewouldliketothankeveryoneinvolvedinmakingEPEW
2022 a success: Springer for their continued support of the workshop series, the pro-
gramme committee and reviewers, and of course the authors of the papers submitted,
withoutwhomtherecouldnotbeaworkshop.Wewouldespeciallyliketoextendour
thankstothestaffoftheMuseodelMarattheCastilloFortaleza,SantaPola,forhosting
the workshop and providing an excellent environment and support. We trust that you,
thereader,findthepapersinthisvolumeinteresting,usefulandinspiring,andwehope
toseeyouatfutureEuropeanPerformanceEngineeringWorkshops.
November2022 KatjaGilly
NigelThomas
Organization
Chair
KatjaGilly MiguelHernándezUniversity(UMH),Spain
OrganizingCommittee
SalvadorAlcaraz MiguelHernàndezUniversity(UMH),Spain
CristinaBernad MiguelHernàndezUniversity(UMH),Spain
PedroPabloGarrido MiguelHernàndezUniversity(UMH),Spain
EduardoLópez MiguelHernàndezUniversity(UMH),Spain
PedroJ.Roig MiguelHernàndezUniversity(UMH),Spain
EPEW2022ProgramCommittee
Chair
NigelThomas NewcastleUniversity,UK
Members
NouraAknin AbdelmalekEssaadiUniversity,Morocco
SalvadorAlcaraz MiguelHernandezUniversity,Spain
ElvioGilbertoAmparore UniversitàdeglistudidiTorino,Italy
PaoloBallarini CentraleSupelec,France
EnricoBarbierato UniversitàCattolicadelSacroCuore,Italy
MarcoBeccuti UniversitàdeglistudidiTorino,Italy
MarcoBernardo UniversityofUrbino,Italy
LauraCarnevali UniversityofFlorence,Italy
IoannisDimitriou UniversityofPatras,Greece
DieterFiems GhentUniversity,Belgium
SonjaFiliposka UniversityofSs.CyrilandMethodius,
NorthMacedonia
MatthewForshaw NewcastleUniversity,UK
Jean-MichelFourneau UniversityofVersailles,France
PedroPabloGarrido MiguelHernandezUniversity,Spain
MarcoGribaudo PolitecnicodiMilano,Italy
BoudewijnHaverkort TilburgUniversity,Netherlands
AndrásHorváth UniversityofTurin,Italy
viii Organization
EsaHyytia UniversityofIceland,Iceland
MauroIacono UniversitàdellaCampaniaLuigiVanvitelli,Italia
AlainJean-Marie Inria,France
CarlosJuiz UniversityoftheBalearicIslands,Spain
WilliamKnottenbelt ImperialCollegeLondon,UK
LasseLeskelä AaltoUniversity,Finland
AndreaMarin UniversityofVenice,Italy
AnastasMishev UniversityofSs.CyrilandMethodius,
NorthMacedonia
NihalPekergin UniversitéParis-EstCréteil,France
TuanPhung-Duc UniversityofTsukuba,Japan
AgapiosPlatis UniversityoftheAegean,Greece
AnneRemke WWUMünster,Germany
MarkusSiegle UniBwMunich,Germany
MiklosTelek BudapestUniversityofTechnologyand
Economics,Hungary
JorisWalraevens GhentUniversity,Belgium
KatinkaWolter FreiUniversitätBerlin,Germany
Contents
RobustnessAnalysis
Measuring Streaming System Robustness Using Non-parametric
Goodness-of-FitTests .................................................. 3
StuartJamiesonandMatthewForshaw
Effectiveness of Pre-computed Knowledge in Self-adaptation -
ARobustnessStudy ................................................... 19
MaxKorn, PhilippChrszon, SaschaKlüppelholz, ChristelBaier,
andSaschaWunderlich
Applications
EnergyConsumptionEstimationforElectricVehiclesUsingRoutingAPI
Data ................................................................. 37
SaadAlateefandNigelThomas
A Robust Approximation for Multiclass Multiserver Queues
withApplicationstoMicroservicesSystems ............................... 54
SiyuZhouandMurrayWoodside
StochasticModelling
ProductFormSolutionfortheSteady-StateDistributionofaMarkov
ChainAssociatedwithaGeneralMatchingModelwithSelf-loops ............ 71
AnaBusic,ArnaudCadas,JosuDoncel,andJean-MichelFourneau
M/M/c/Setup Queues: Conditional Mean Waiting Times and a Loop
AlgorithmtoDeriveCustomerEquilibriumThresholdStrategy .............. 86
HungQ.NguyenandTuanPhung-Duc
CheckpointingModelsforTaskswithWidelyDifferentProcessingTimes ..... 100
PaulEzhilchelvanandIsiMitrani
MachineLearning
AnalysisofReinforcementLearningforDeterminingTaskReplication
inWorkflows ......................................................... 117
AndrewStephenMcGoughandMatthewForshaw
x Contents
Performability Requirements in Making a Rescaling Decision
forStreamingApplications ............................................. 133
PaulOmoregbeeandMatthewForshaw
Edge-cloudComputing
EdgePerformanceAnalysisChallengesinMobileSimulationScenarios ....... 151
CristinaBernad, PedroJ.Roig, SalvadorAlcaraz, KatjaGilly,
andSonjaFiliposka
ADeterministicModeltoPredictExecutionTimeofSparkApplications ...... 167
HinaTariqandOliviaDas
ModellingParadigmsandTools
AScalableOpinionDynamicsModelBasedontheMarkovianAgent
Paradigm ............................................................. 185
MarcoScarpa,SalvatoreSerrano,andFrancescoLongo
UsingtheORISToolandtheSIRIOLibraryforModel-DrivenEngineering
ofQuantitativeAnalytics ............................................... 200
LauraCarnevali, MarcoPaolieri, RiccardoReali,
LeonardoScommegna,FedericoTammaro,andEnricoVicario
Places, Transitions and Queues: New Proposals for Interconnection
Semantics ............................................................ 216
MarcoGribaudoandMauroIacono
AuthorIndex ......................................................... 231