Performance Evaluation of Complex Systems: Techniques and Tools
Performance 2002. Tutorial Lectures
(Sprache: Englisch)
Thefastevolutionandtheincreasedpervasivenessofcomputersandcom- nicationnetworkshaveledtothedevelopmentofalargevarietyofcomplex applicationsandserviceswhichhavebecomeanintegralpartofourdailylives. Modernsocietywidelyreliesoninformationtechnologies....
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Thefastevolutionandtheincreasedpervasivenessofcomputersandcom- nicationnetworkshaveledtothedevelopmentofalargevarietyofcomplex applicationsandserviceswhichhavebecomeanintegralpartofourdailylives. Modernsocietywidelyreliesoninformationtechnologies. Hence,theQuality ofService,thatis,thee?ciency,availability,reliability,andsecurityofthese technologies,isanessentialrequirementfortheproperfunctioningofmodern society. Inthisscenario,performanceevaluationplaysacentralrole. Performance evaluationhastoassessandpredicttheperformanceofhardwareandsoftware systems,andtoidentifyandpreventtheircurrentandfutureperformancebo- lenecks. Inthepastthirtyyears,manyperformanceevaluationtechniquesandtools havebeendevelopedandsuccessfullyappliedinstudiesdealingwiththec- ?gurationandcapacityplanningofexistingsystemsandwiththedesignand developmentofnewsystems. Recently,performanceevaluationtechniqueshave evolvedtocopewiththeincreasedcomplexityofthecurrentsystemsandtheir workloads. Manyoftheclassicaltechniqueshavebeenrevisitedinlightofthe recenttechnologicaladvances,andnoveltechniques,methods,andtoolshave beendeveloped. Thisbookisorganizedaroundasetofsurveypaperswhichprovideac- prehensiveoverviewofthetheories,techniques,andtoolsforperformanceand reliabilityevaluationofcurrentandnewemergingtechnologies. Thepapers,by leadinginternationalexpertsinthe?eldofperformanceevaluation,arebasedon thetutorialspresentedattheIFIPWG7. 3InternationalSymposiumonCom- terModeling,Measurement,andEvaluation(Performance2002)heldinRome onSeptember23 27,2002. Thepapersaddressthestateoftheartofthetheoreticalandmethodological advancesintheareaofperformanceandreliabilityevaluationaswellasnew perspectivesinthemajorapplicationdomains. Abroadspectrumoftopicsis coveredinthisbook. Modelingandveri?cationformalisms,solutionmethods, workloadcharacterization,andbenchmarkingareaddressedfromametho- logicalpointofview. Applicationsofperformanceandreliabilitytechniquesto
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variousdomains,suchas,hardwareandsoftwarearchitectures,wiredand- relessnetworks,Gridenvironments,Webservices,real timevoiceandvideo applications,arealsoexamined. Thisbookisintendedtoserveasareferenceforstudents,scientists,and- gineersworkingintheareasofperformanceandreliabilityevaluation,hardware andsoftwaredesign,andcapacityplanning. VI Preface Finally,aseditorsofthebook,wewouldliketothankallauthorsfortheir valuablecontributionsandtheire?ortandcooperationinthepreparationof theirmanuscripts. July2002 MariaCarlaCalzarossa SalvatoreTucci TableofContents G-Networks:MultipleClassesofPositiveCustomers,Signals,and ProductFormResults . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 ErolGelenbe SpectralExpansionSolutionsforMarkov-ModulatedQueues . . . . . . . . . . . . 17 IsiMitrani M/G/1-TypeMarkovProcesses:ATutorial . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 AlmaRiska,EvgeniaSmirni AnAlgorithmicApproachtoStochasticBounds . . . . . . . . . . . . . . . . . . . . . . . 64 J. M. Fourneau,N. Pekergin DynamicSchedulingviaPolymatroidOptimization. . . . . . . . . . . . . . . . . . . . . 89 DavidD. Yao WorkloadModelingforPerformanceEvaluation. . . . . . . . . . . . . . . . . . . . . . . . 114 DrorG. Feitelson CapacityPlanningforWebServices(TechniquesandMethodology) . . . . . . 142 VirgilioA. F. Almeida End-to-EndPerformanceofWebServices . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 158 PaoloCremonesi,GiuseppeSerazzi Benchmarking. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179 ReinholdWeicker BenchmarkingModelsandToolsforDistributedWeb-ServerSystems. . . . . 208 MauroAndreolini,ValeriaCardellini,MicheleColajanni StochasticProcessAlgebra:FromanAlgebraicFormalismtoan ArchitecturalDescriptionLanguage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 236 MarcoBernardo,LorenzoDonatiello,PaoloCiancarini AutomatedPerformanceandDependabilityEvaluationUsingModel Checking . . . . . . .. . . . . . . .
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Inhaltsverzeichnis zu „Performance Evaluation of Complex Systems: Techniques and Tools “
G-Networks: Multiple Classes of Positive Customers, Signals, and Product Form Results.- Spectral Expansion Solutions for Markov-Modulated Queues.- M/G/1-Type Markov Processes: A Tutorial.- An Algorithmic Approach to Stochastic Bounds.- Dynamic Scheduling via Polymatroid Optimization.- Workload Modeling for Performance Evaluation.- Capacity Planning for Web Services Techniques and Methodology.- End-to-End Performance of Web Services.- Benchmarking.- Benchmarking Models and Tools for Distributed Web-Server Systems.- Stochastic Process Algebra: From an Algebraic Formalism to an Architectural Description Language.- Automated Performance and Dependability Evaluation Using Model Checking.- Measurement-Based Analysis of System Dependability Using Fault Injection and Field Failure Data.- Software Reliability and Rejuvenation: Modeling and Analysis.- Performance Validation of Mobile Software Architectures.- Performance Issues of Multimedia Applications.- Markovian Modeling of Real Data Traffic: Heuristic Phase Type and MAP Fitting of Heavy Tailed and Fractal Like Samples.- Optimization of Bandwidth and Energy Consumption in Wireless Local Area Networks.- Service Centric Computing - Next Generation Internet Computing.- European DataGrid Project: Experiences of Deploying a Large Scale Testbed for E-science Applications.
Bibliographische Angaben
- 2002, 2002, 499 Seiten, Masse: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Herausgegeben:Calzarossa, Maria Carla; Tucci, Salvatore
- Herausgegeben: Salvatore Tucci, Maria Carla Calzarossa
- Verlag: Springer
- ISBN-10: 3540442529
- ISBN-13: 9783540442523
- Erscheinungsdatum: 11.09.2002
Sprache:
Englisch
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