Service level management in cloud computing: pareto-efficient negotiations, reliable monitoring, and robust monitor placement
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Wiesbaden
Springer Vieweg
[2017]
|
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FLA01 FRO01 FWS01 FWS02 HTW01 UBG01 UBM01 UBR01 UBT01 UBW01 UBY01 UER01 UPA01 URL des Erstveröffentlichers Inhaltsverzeichnis |
| Beschreibung: | 1 Online-Ressource (XVII, 250 Seiten, 45 illus) |
| ISBN: | 9783658187736 |
| DOI: | 10.1007/978-3-658-18773-6 |
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Datensatz im Suchindex
| DE-BY-FWS_katkey | 653574 |
|---|---|
| _version_ | 1806181693029089280 |
| adam_text | Melanie Holloway
Service Level
Management in
Cloud Computing
Pareto-Efficient Negotiations,
Reliable Monitoring, and Robust
Monitor Placement
Mit einem Geleitwort von Prof Dr -Ing Ralf Steinmetz
£) Springer Vieweg
Contents
1 Introduction 1
1 1 Motivation 2
1 2 Broker-based Service Level Management 3
1 3 Research Goals and Challenges 4
1 4 Contributions 6
1 5 Structure of this Thesis 8
2 Background 11
2 1 Cloud Computing 11
211 Definition 11
212 Enabling Technologies 17
213 Related Paradigms 20
2 2 Service Level Management 23
221 Definition 23
222 Service Level Agreements 25
223 Quality of Service 26
2 3 Automated Electronic Negotiations 31
231 Negotiation Mechanisms 31
232 Utility Theory and Pareto-Efficiency 33
2 4 Monitoring 35
241 Definition 35
242 Monitoring Objectives in Cloud Computing 36
243 General Monitoring Principles 37
3 Related Work 39
3 1 Pareto-Efficient Negotiations 39
3 2 Reliable Monitoring 44
3 3 Robust Monitor Placement 52
4 Basic System Design - CSLAB KOM 63
4 1 Service Level Management Broker 63
4 2 Negotiation Design 65
421 Negotiation Requirements 65
422 Generic Model of Negotiation Performance 66
423 Basic Negotiation Model 67
XII
Contents
4 3 Monitoring Design 70
431 Availability of Cloud Services 70
432 Reasons for Downtimes 72
433 Monitoring Requirements 73
434 Basic Monitoring Approach 76
435 Monitoring Level Agreements 80
4 4 Summary 81
5 Pareto-Efficient Negotiations - CSLAB-Neg KOM 83
5 1 Problem Statement 83
5 2 Ex Post Pareto-Efficiency Reference Model 85
5 3 Pareto-Efficient Negotiation Mechanism 87
531 Meta-Strategy 87
532 Negotiation Protocol 90
533 Negotiation Strategies 91
534 Negotiation Algorithm 97
5 4 Summary 110
6 Reliable Monitoring - CSLAB-Mon KOM 111
6 1 Problem Statement Ill
6 2 Approach for Reliable Consumer Side Availability Monitoring 113
621 Data Collection 113
622 Data Aggregation 115
623 Influence of Frequency and Sample Size on Accuracy 118
624 Influence of Packet Loss on Accuracy 130
6 3 Summary 135
7 Robust Monitor Placement - CSLAB-Loc KOM 137
7 1 Problem Statement 138
7 2 Formal Notations 140
7 3 Exact Optimization Approach - CSLAB-Loc-Exa KOM 143
731 Optimization Model 143
732 Linearization and Single Objective Transformation 147
7 4 Heuristic Placement Strategies 150
741 Heuristic Optimization Approach - CSLAB-Loc-Start KOM 151
742 Heuristic Improvement Approach - CSLAB-Loc-Imp KOM 155
7 5 Summary 164
8 Evaluation 165
8 1 Major Objectives 165
811 Pareto-Efficient Negotiations 165
812 Reliable Monitoring 167
Contents
xni
813 Robust Monitor Placement 168
8 2 Pareto-Efficient Negotiations - CSLAB-Neg KOM 169
821 Simulation Framework 169
822 Experimental Setup 171
823 Results and Discussion 174
8 3 Reliable Monitoring - CSLAB-Mon KOM 183
831 Prototypical Implementation 183
832 Experimental Setup 185
833 Results and Discussion 186
8 4 Robust Monitor Placement - CSLAB-Loc KOM 194
841 Optimization Framework 194
842 Experimental Setup 196
843 Results and Discussion 199
8 5 Summary 205
9 Summary and Outlook 207
9 1 Summary 207
9 2 Outlook 211
References 213
A Appendix 235
A 1 TCP Behavior in the Presence of Packet Loss 235
|
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| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-658-18773-6 |
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| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029834033 |
| oclc_num | 1000400068 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-860 DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-863 DE-BY-FWS DE-20 DE-862 DE-BY-FWS DE-92 DE-573 DE-M347 DE-703 DE-706 DE-739 DE-634 DE-188 DE-19 DE-BY-UBM |
| owner_facet | DE-355 DE-BY-UBR DE-860 DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-863 DE-BY-FWS DE-20 DE-862 DE-BY-FWS DE-92 DE-573 DE-M347 DE-703 DE-706 DE-739 DE-634 DE-188 DE-19 DE-BY-UBM |
| physical | 1 Online-Ressource (XVII, 250 Seiten, 45 illus) |
| psigel | ZDB-2-SCS ZDB-2-SCS_2017 |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Springer Vieweg |
| record_format | marc |
| spellingShingle | Holloway, Melanie 1980- Service level management in cloud computing pareto-efficient negotiations, reliable monitoring, and robust monitor placement Computer science Information technology Business / Data processing Computer communication systems Computers Computer Science Information Systems and Communication Service Computer Communication Networks IT in Business Datenverarbeitung Informatik Wirtschaft |
| subject_GND | (DE-588)4113937-9 |
| title | Service level management in cloud computing pareto-efficient negotiations, reliable monitoring, and robust monitor placement |
| title_auth | Service level management in cloud computing pareto-efficient negotiations, reliable monitoring, and robust monitor placement |
| title_exact_search | Service level management in cloud computing pareto-efficient negotiations, reliable monitoring, and robust monitor placement |
| title_full | Service level management in cloud computing pareto-efficient negotiations, reliable monitoring, and robust monitor placement Melanie Holloway |
| title_fullStr | Service level management in cloud computing pareto-efficient negotiations, reliable monitoring, and robust monitor placement Melanie Holloway |
| title_full_unstemmed | Service level management in cloud computing pareto-efficient negotiations, reliable monitoring, and robust monitor placement Melanie Holloway |
| title_short | Service level management in cloud computing |
| title_sort | service level management in cloud computing pareto efficient negotiations reliable monitoring and robust monitor placement |
| title_sub | pareto-efficient negotiations, reliable monitoring, and robust monitor placement |
| topic | Computer science Information technology Business / Data processing Computer communication systems Computers Computer Science Information Systems and Communication Service Computer Communication Networks IT in Business Datenverarbeitung Informatik Wirtschaft |
| topic_facet | Computer science Information technology Business / Data processing Computer communication systems Computers Computer Science Information Systems and Communication Service Computer Communication Networks IT in Business Datenverarbeitung Informatik Wirtschaft Hochschulschrift |
| url | https://doi.org/10.1007/978-3-658-18773-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029834033&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT hollowaymelanie servicelevelmanagementincloudcomputingparetoefficientnegotiationsreliablemonitoringandrobustmonitorplacement |