Cloud computing: theory and practice
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam [u.a.]
Elsevier / Kaufmann
2013
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVII, 396 S. Ill., graph. Darst. |
| ISBN: | 9780124046276 |
Staff View
MARC
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| 020 | |a 9780124046276 |9 978-0-12-404627-6 | ||
| 035 | |a (OCoLC)856862748 | ||
| 035 | |a (DE-599)BVBBV041185458 | ||
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| 245 | 1 | 0 | |a Cloud computing |b theory and practice |c Dan C. Marinescu |
| 264 | 1 | |a Amsterdam [u.a.] |b Elsevier / Kaufmann |c 2013 | |
| 300 | |a XVII, 396 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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| 650 | 0 | 7 | |a Cloud Computing |0 (DE-588)7623494-0 |2 gnd |9 rswk-swf |
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Record in the Search Index
| _version_ | 1804150603731959808 |
|---|---|
| adam_text | Contents
Preface
.................................................................................................................................................xiü
Foreword
............................................................................................................................................xvii
CHAPTER
1
Introduction
.................................................................................1
1.1
Network-Centric Computing and Network-Centric Content
.......................................3
1.2
Peer-to-Peer Systems
...................................................................................................7
1.3
Cloud Computing: An Old Idea Whose Time has Come
.............................................9
1.4
Cloud Computing Delivery Models and Services
.....................................................11
1.5
Ethical Issues in Cloud Computing
...........................................................................14
1.6
Cloud Vulnerabilities
.................................................................................................15
1.7
Major Challenges Faced by Cloud Computing
..........................................................16
1.8
Further Reading
.........................................................................................................17
1.9
History Notes
.............................................................................................................18
1.10
Exercises and Problems
.............................................................................................18
CHAPTER
2
Parallel and Distributed Systems
.................................................21
2.1
Parallel Computing
....................................................................................................21
2.2
Parallel Computer Architecture
.................................................................................25
2.3
Distributed Systems
...................................................................................................27
2.4
Global State of a Process Group
................................................................................28
2.5
Communication Protocols and Process Coordination
...............................................32
2.6
Logical Clocks
...........................................................................................................34
2.7
Message Delivery Rules; Causal Delivery
.................................................................35
2.8
Runs and Cuts; Causal History
..................................................................................38
2.9
Concurrency
...............................................................................................................41
2.10
Atomic Actions
..........................................................................................................44
2.11
Consensus Protocols
..................................................................................................48
2.12
Modeling Concurrency with
Petri
Nets
.....................................................................51
2.13
Enforced Modularity: The Client-Server Paradigm
...................................................57
2.14
Further Reading
.........................................................................................................62
2.15
History Notes
.............................................................................................................62
2.16
Exercises and Problems
.............................................................................................64
CHAPTER
3
Cloud Infrastructure
....................................................................67
3.1
Cloud Computing at Amazon
....................................................................................67
3.2
Cloud Computing: The Google Perspective
..............................................................77
vii
viii Contents
3.3
Microsoft Windows
Azure and
Online Services
.........................................................79
3.4
Open-Source
Software
Platforms for Private Clouds
................................................80
3.5
Cloud Storage Diversity and Vendor Lock-in
............................................................84
3.6
Cloud Computing Interoperability: The Intercloud
...................................................86
3.7
Energy Use and Ecological Impact of Large-Scale Data Centers
.............................88
3.8
Service- and Compliance-Level Agreements
.............................................................91
3.9
Responsibility Sharing Between User and Cloud Service Provider
..........................92
3.10
User Experience
.........................................................................................................93
3.11
Software Licensing
....................................................................................................95
3.12
Further Reading
.........................................................................................................96
3.13
History Notes
.............................................................................................................97
3.14
Exercises and Problems
.............................................................................................97
CHAPTER
4
Cloud Computing: Applications and Paradigms
.............................99
4.1
Challenges for Cloud Computing
............................................................................100
4.2
Existing Cloud Applications and New Application Opportunities
..........................101
4.3
Architectural Styles for Cloud Applications
............................................................102
4.4
Workflows: Coordination of Multiple Activities
.....................................................104
4.5
Coordination Based on a State Machine Model: The ZooKeeper
...........................112
4.6
The MapReduce Programming Model
.....................................................................115
4.7
A Case Study: The GrepTheWeb Application
..........................................................118
4.8
Clouds for Science and Engineering
........................................................................120
4.9
High-Performance Computing on a Cloud
..............................................................121
4.10
Cloud Computing for Biology Research
.................................................................125
4.11
Social Computing, Digital Content, and Cloud Computing
....................................128
4.12
Further Reading
.......................................................................................................130
4.13
Exercises and Problems
...........................................................................................130
CHAPTER
5
Cloud Resource Virtualization
...................................................131
5.1
Virtualization
...........................................................................................................132
5.2
Layering and Virtualization
.....................................................................................133
5.3
Virtual Machine Monitors
........................................................................................136
5.4
Virtual Machines
......................................................................................................136
5.5
Performance and Security Isolation
.........................................................................139
5.6
Full Virtualization and Paravirtualization
................................................................140
5.7
Hardware Support for Virtualization
........................................................................142
5.8
Case Study: Xen, a VMM Based on Paravirtualization
...........................................144
5.9
Optimization of Network Virtualization in Xen
2.0.................................................149
5.10
vBlades: Paravirtualization Targeting an X86-64 Itanium Processor
.......................152
5.11
A Performance Comparison of Virtual Machines
....................................................154
5.12
The Darker Side of Virtualization
............................................................................156
5.13
Software Fault Isolation
...........................................................................................158
Contents ix
5.14
Further Reading
.......................................................................................................159
5.15
History Notes
...........................................................................................................159
5.16
Exercises and Problems
...........................................................................................160
CHAPTER
6
Cloud Resource Management and Scheduling
............................163
6.1
Policies and Mechanisms for Resource Management
.............................................164
6.2
Applications of Control Theory to Task Scheduling on a Cloud
.............................166
6.3
Stability of a Two-Level Resource Allocation Architecture
....................................169
6.4
Feedback Control Based on Dynamic Thresholds
...................................................171
6.5
Coordination of Specialized
Autonomie
Performance Managers
...........................172
6.6
A Utility-Based Model for Cloud-Based Web Services
..........................................174
6.7
Resource Bundling: Combinatorial Auctions for Cloud Resources
........................178
6.8
Scheduling Algorithms for Computing Clouds
.......................................................182
6.9
Fair Queuing
............................................................................................................184
6.10
Start-Time Fair Queuing
..........................................................................................185
6.11
Borrowed Virtual Time
............................................................................................190
6.12
Cloud Scheduling Subject to Deadlines
..................................................................194
6.13
Scheduling
A/a/^é í/MCc Applications
Subject to Deadlines
....................................199
6.14
Resource Management and Dynamic Application Scaling
.....................................201
6.15
Further Reading
.......................................................................................................202
6.16
Exercises and Problems
...........................................................................................203
CHAPTER
7
Networking Support
..................................................................205
7.1
Packet-Switched Networks
......................................................................................205
7.2
The Internet
..............................................................................................................207
7.3
Internet Migration to
IPv6.......................................................................................210
7.4
The Transformation of the Internet
..........................................................................211
7.5
Web Access and the TCP Congestion Control Window
..........................................214
7.6
Network Resource Management
..............................................................................217
7.7
Interconnection Networks for Computer Clouds
.....................................................219
7.8
Storage Area Networks
............................................................................................222
7.9
Content-Delivery Networks
.....................................................................................226
7.10
Overlay Networks and Small-World Networks
.......................................................228
7.11
Scale-Free Networks
................................................................................................230
7.12
Epidemic Algorithms
...............................................................................................236
7.13
Further Reading
.......................................................................................................238
7.14
History Notes
...........................................................................................................238
7.15
Exercises and Problems
...........................................................................................239
CHAPTER
8
Storage Systems
.......................................................................241
8.1
The Evolution of Storage Technology
.....................................................................242
8.2
Storage Models, File Systems, and Databases
.........................................................243
Contents
8.3
Distributed File Systems: The Precursors
................................................................246
8.4
General Parallel File System
....................................................................................252
8.5
Google File System
..................................................................................................255
8.6
Apache Hadoop
........................................................................................................258
8.7
Locks and Chubby: A Locking Service
...................................................................260
8.8
Transaction Processing and NoSQL Databases
.......................................................264
8.9
BigTable
...................................................................................................................266
8.10
Megastore
.................................................................................................................268
8.11
History Notes
...........................................................................................................269
8.12
Further Reading
.......................................................................................................270
8.13
Exercises and Problems
...........................................................................................271
CHAPTER
9
Cloud Security
..........................................................................273
9.1
Cloud Security Risks
...............................................................................................274
9.2
Security: The Top Concern for Cloud Users
............................................................277
9.3
Privacy and Privacy Impact Assessment
..................................................................279
9.4
Trust
.........................................................................................................................281
9.5
Operating System Security
......................................................................................283
9.6
Virtual Machine Security
.........................................................................................284
9.7
Security of Virtualization
.........................................................................................286
9.8
Security Risks Posed by Shared Images
..................................................................289
9.9
Security Risks Posed by a Management OS
............................................................292
9.10
Xoar. Breaking the Monolithic Design of the TCB
................................................295
9.11
A Trusted Virtual Machine Monitor
........................................................................298
9.12
Further Reading
.......................................................................................................299
9.13
Exercises and Problems
...........................................................................................299
CHAPTER
10
Complex Systems and Self-Organization
....................................301
10.1
Complex Systems
....................................................................................................301
10.2
Abstraction and Physical Reality
.............................................................................303
10.3
Quantifying Complexity
..........................................................................................304
10.4
Emergence and Self-Organization
...........................................................................306
10.5
Composability Bounds and Scalability
....................................................................308
10.6
Modularity, Layering, and Hierarchy
......................................................................310
10.7
More on the Complexity of Computing and Communication Systems
...................312
10.8
Systems of Systems: Challenges and Solutions
.......................................................314
10.9
Further Reading
.......................................................................................................315
10.10
Exercises and Problems
...........................................................................................315
CHAPTER
11
Cloud Application Development
.................................................317
11.1
Amazon Web Services: EC2 Instances
.....................................................................318
11.2
Connecting Clients to Cloud Instances Through Firewalls
.....................................319
Contents xi
11.3
Security Rules for Application and Transport Layer Protocols
in£C2
......................................................................................................................324
11.4
How to Launch an EC2 Linux Instance and Connect to it
......................................327
11.5
How to Use
S3
in Java
.............................................................................................328
11.6
How to Manage SQS Services in C#
.......................................................................331
11.7
How to Install the Simple Notification Service on
UbuntulOM
...........................................................................................................332
11.8
How to Create an EC2 Placement Group and Use
MPI
..........................................334
11.9
How to Install Hadoop on Eclipse on a Windows System
.......................................336
11.10
Cloud-Based Simulation of a Distributed Trust Algorithm
.....................................339
11.11
A Trust Management Service
..................................................................................344
11.12
A Cloud Service for Adaptive Data Streaming
.......................................................352
11.13
Cloud-Based Optimal FPGA Synthesis
...................................................................356
11.14
Exercises and Problems
...........................................................................................357
Literature
.....................................................................................................361
Glossary
.......................................................................................................379
Index
............................................................................................................385
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| indexdate | 2024-07-10T00:41:33Z |
| institution | BVB |
| isbn | 9780124046276 |
| language | English |
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| spelling | Marinescu, Dan C. Verfasser (DE-588)1011692341 aut Cloud computing theory and practice Dan C. Marinescu Amsterdam [u.a.] Elsevier / Kaufmann 2013 XVII, 396 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Cloud Computing (DE-588)7623494-0 gnd rswk-swf Cloud Computing (DE-588)7623494-0 s DE-604 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026160647&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Marinescu, Dan C. Cloud computing theory and practice Cloud Computing (DE-588)7623494-0 gnd |
| subject_GND | (DE-588)7623494-0 |
| title | Cloud computing theory and practice |
| title_auth | Cloud computing theory and practice |
| title_exact_search | Cloud computing theory and practice |
| title_full | Cloud computing theory and practice Dan C. Marinescu |
| title_fullStr | Cloud computing theory and practice Dan C. Marinescu |
| title_full_unstemmed | Cloud computing theory and practice Dan C. Marinescu |
| title_short | Cloud computing |
| title_sort | cloud computing theory and practice |
| title_sub | theory and practice |
| topic | Cloud Computing (DE-588)7623494-0 gnd |
| topic_facet | Cloud Computing |
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