Quantitative assessments of distributed systems
methodologies and techniques
Bruneo, Dario.
Distefano, Salvatore.
text
bibliography
Electronic books.
Electronic books.
nju
2015
monographic
eng
1 online resource.
"Distributed systems employed in critical infrastructures must fulfill dependability, timeliness, and performance specifications. Since these systems most often operate in an unpredictable environment, their design and maintenance require quantitative evaluation of deterministic and probabilistic timed models. This need gave birth to an abundant literature devoted to formal modeling languages combined with analytical and simulative solution techniques The aim of the book is to provide an overview of techniques and methodologies dealing with such specific issues in the context of distributed systems and covering aspects such as performance evaluation, reliability/availability, energy efficiency, scalability, and sustainability. Specifically, techniques for checking and verifying if and how a distributed system satisfies the requirements, as well as how to properly evaluate non-functional aspects, or how to optimize the overall behavior of the system, are all discussed in the book. The scope has been selected to provide a thorough coverage on issues, models. and techniques relating to validation, evaluation and optimization of distributed systems. The key objective of this book is to help to bridge the gaps between modeling theory and the practice in distributed systems through specific examples."--
Half Title page; Title page; Copyright page; Preface; Part I: Verification; Chapter 1: Modeling and Verification of Distributed Systems Using Markov Decision Processes; 1.1 Introduction; 1.2 Markov Decision Processes; 1.3 Markov Decision Well-Formed Net formalism; 1.4 Case study: Peer-to-Peer Botnets; 1.5 Conclusion; Acknowledgments; Appendix A Well-Formed Net Formalism; References; Chapter 2: Quantitative Analysis of Distributed Systems in Stoklaim: A Tutorial; 2.1 Introduction; 2.2 STOKLAIM: Stochastic KLAIM; 2.3 STOKLAIM Operational Semantics; 2.4 MoSL: Mobile Stochastic Logic
2.5 jSAM: Java Stochastic Model-Checker2.6 Leader Election in STOKLAIM; 2.7 Concluding Remarks; References; Chapter 3: Stochastic Path Properties of Distributed Systems: The CSLTA Approach; 3.1 Introduction; 3.2 The Reference Formalisms for System Definition; 3.3 The Formalism for Path Property Definition: CSLTA; 3.4 CSLTA at Work: A Fault-Tolerant Node; 3.5 Literature Comparison; 3.6 Summary and Final Remarks; References; Part II: Evaluation; Chapter 4: Failure Propagation in Load-Sharing Complex Systems; 4.1 Introduction; 4.2 Building Blocks; 4.3 Sand Box for Distributed Failures
4.4 SummaryReferences; Chapter 5: Approximating Distributions and Transient Probabilities by Matrix Exponential Distributions and Functions; 5.1 Introduction; 5.2 Phase Type and Matrix Exponential Distributions; 5.3 Bernstein Polynomials and Expolynomials; 5.4 Application of BEs to Distribution Fitting; 5.5 Application of BEs to Transient Probabilities; 5.6 Conclusions; References; Chapter 6: Worst-Case Analysis of Tandem Queueing Systems Using Network Calculus; 6.1 Introduction; 6.2 Basic Network Calculus Modeling: Per-Flow Scheduling
6.3 Advanced Network Calculus Modeling: Aggregate Multiplexing6.4 Tandem Systems Traversed by Several Flows; 6.5 Mathematical Programming Approach; 6.6 Related Work; 6.7 Numerical Results; 6.8 Conclusions; References; Chapter 7: Cloud Evaluation: Benchmarking and Monitoring; 7.1 Introduction; 7.2 Benchmarking; 7.3 Benchmarking with mOSAIC; 7.4 Monitoring; 7.5 Cloud Monitoring in mOSAIC's Cloud Agency; 7.6 Conclusions; References; Chapter 8: Multiformalism and Multisolution Strategies for Systems Performance Evaluation; 8.1 Introduction; 8.2 Multiformalism and Multisolution
8.3 Choosing the Right Strategy8.4 Learning by the Experience; 8.5 Conclusions and Perspectives; References; Part III: Optimization and Sustainability; Chapter 9: Quantitative Assessment of Distributed Networks Through Hybrid Stochastic Modeling; 9.1 Introduction; 9.2 Modeling of Complex Systems; 9.3 Performance Evaluation of KNXnet/IP Networks Flow Control Mechanism; 9.4 LCII: On-Line Risk Estimation of a Power-Telco Network; 9.5 Conclusion; Acknowledgements; References; Chapter 10: Design of it Infrastructures of Data Centers: An Approach Based on Business and Technical Metrics
edited by Dario Bruneo and Salvatore Distefano.
Includes bibliographical references and index.
Computer systems
Evaluation
Mathematics
System analysis
Mathematics
Electronic data processing
Distributed processing
Mathematical models
Quantitative research
TECHNOLOGY & ENGINEERING
Electronics
General
QA76.9.E94
004.029
TEC008000
Performability engineering series
Quantitative assessments of distributed systems
Hoboken : John Wiley and Sons, Inc., 2015
(DLC) 2015010455
Performability engineering series
9781119131144
1119131146
9781119131137
1119131138
9781119131151
1119131154
1118595211
9781118595213
2015012821
http://onlinelibrary.wiley.com/book/10.1002/9781119131151
http://onlinelibrary.wiley.com/book/10.1002/9781119131151
DLC
150331
20171224114855.0
ocn906027939
eng