Description

Book Synopsis

Dr. William Stallings has made a unique contribution to understanding the broad sweep of technical developments in computer security, computer networking, and computer architecture. He has authored 18 textbooks, and, counting revised editions, a total of 70 books on various aspects of these subjects. His writings have appeared in numerous ACM and IEEE publications, including the Proceedings of the IEEE and ACM Computing Reviews. He has 13 times received the award for the best computer science textbook of the year from the Text and Academic Authors Association.

In over 30 years in the field, he has been a technical contributor, technical manager, and an executive with several high-technology firms. He has designed and implemented both TCP/IP-based and OSI-based protocol suites on a variety of computers and operating systems, ranging from microcomputers to mainframes. Currently, he is an independent consultant whose clients have included compu

Table of Contents

Preface xxi

PART I MODERN NETWORKING 3

Chapter 1: Elements of Modern Networking 4

1.1 The Networking Ecosystem . . . . . . . . . . . . . . . . . . . 5

1.2 Example Network Architectures . . . . . . . . . . . . . . . . . 7

A Global Network Architecture . . . . . . . . . . . . . . . . . . 7

A Typical Network Hierarchy . . . . . . . . . . . . . . . . . . 9

1.3 Ethernet . . . . . . . . . . . . . . . . . . . . . . . . . . 11

Applications of Ethernet . . . . . . . . . . . . . . . . . . . . 11

Standards . . . . . . . . . . . . . . . . . . . . . . . . . . 14

Ethernet Data Rates . . . . . . . . . . . . . . . . . . . . . 14

1.4 Wi-Fi . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19

Applications of Wi-Fi . . . . . . . . . . . . . . . . . . . . . 19

Standards . . . . . . . . . . . . . . . . . . . . . . . . . . 21

Wi-Fi Data Rates . . . . . . . . . . . . . . . . . . . . . . . 21

1.5 4G/5G Cellular . . . . . . . . . . . . . . . . . . . . . . . . 23

First Generation . . . . . . . . . . . . . . . . . . . . . . . 23

Second Generation . . . . . . . . . . . . . . . . . . . . . . 23

Third Generation . . . . . . . . . . . . . . . . . . . . . . . 24

Fourth Generation . . . . . . . . . . . . . . . . . . . . . . 24

Fifth Generation . . . . . . . . . . . . . . . . . . . . . . . 25

1.6 Cloud Computing . . . . . . . . . . . . . . . . . . . . . . 25

Cloud Computing Concepts . . . . . . . . . . . . . . . . . . 26

The Benefits of Cloud Computing . . . . . . . . . . . . . . . . 27

Cloud Networking . . . . . . . . . . . . . . . . . . . . . . 28

Cloud Storage . . . . . . . . . . . . . . . . . . . . . . . . 28

1.7 Internet of Things. . . . . . . . . . . . . . . . . . . . . . . 28

Things on the Internet of Things . . . . . . . . . . . . . . . . 28

Evolution . . . . . . . . . . . . . . . . . . . . . . . . . . 29

Layers of the Internet of Things . . . . . . . . . . . . . . . . . 29

1.8 Network Convergence . . . . . . . . . . . . . . . . . . . . 30

1.9 Unified Communications . . . . . . . . . . . . . . . . . . . 33

1.10 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 37

1.11 References . . . . . . . . . . . . . . . . . . . . . . . . . 37

Chapter 2: Requirements and Technology 38

2.1 Types of Network and Internet Traffic . . . . . . . . . . . . . . 39

Elastic Traffic . . . . . . . . . . . . . . . . . . . . . . . . 39

Inelastic Traffic . . . . . . . . . . . . . . . . . . . . . . . 40

Real-Time Traffic Characteristics . . . . . . . . . . . . . . . . 43

2.2 Demand: Big Data, Cloud Computing, and Mobile Traffic . . . . . . 45

Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . 45

Cloud Computing . . . . . . . . . . . . . . . . . . . . . . 48

Mobile Traffic . . . . . . . . . . . . . . . . . . . . . . . . 51

2.3 Requirements: QoS and QoE . . . . . . . . . . . . . . . . . . 53

Quality of Service . . . . . . . . . . . . . . . . . . . . . . 53

Quality of Experience . . . . . . . . . . . . . . . . . . . . . 54

2.4 Routing . . . . . . . . . . . . . . . . . . . . . . . . . . . 55

Characteristics . . . . . . . . . . . . . . . . . . . . . . . . 55

Packet Forwarding . . . . . . . . . . . . . . . . . . . . . . 56

Routing Protocols . . . . . . . . . . . . . . . . . . . . . . 57

Elements of a Router . . . . . . . . . . . . . . . . . . . . . 59

2.5 Congestion Control . . . . . . . . . . . . . . . . . . . . . . 60

Effects of Congestion . . . . . . . . . . . . . . . . . . . . . 60

Congestion Control Techniques . . . . . . . . . . . . . . . . 64

2.6 SDN and NFV . . . . . . . . . . . . . . . . . . . . . . . . 67

Software-Defined Networking . . . . . . . . . . . . . . . . . 67

Network Functions Virtualization . . . . . . . . . . . . . . . . 69

2.7 Modern Networking Elements . . . . . . . . . . . . . . . . . 71

2.8 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 72

2.9 References . . . . . . . . . . . . . . . . . . . . . . . . . 73

PART II SOFTWARE DEFINED NETWORKS 75

Chapter 3: SDN: Background and Motivation 76

3.1 Evolving Network Requirements . . . . . . . . . . . . . . . . 77

Demand Is Increasing . . . . . . . . . . . . . . . . . . . . . 77

Supply Is Increasing . . . . . . . . . . . . . . . . . . . . . 77

Traffic Patterns Are More Complex . . . . . . . . . . . . . . . 78

Traditional Network Architectures are Inadequate . . . . . . . . . 79

3.2 The SDN Approach . . . . . . . . . . . . . . . . . . . . . . 80

Requirements. . . . . . . . . . . . . . . . . . . . . . . . 80

SDN Architecture . . . . . . . . . . . . . . . . . . . . . . . 81

Characteristics of Software-Defined Networking . . . . . . . . . . 85

3.3 SDN- and NFV-Related Standards . . . . . . . . . . . . . . . 85

Standards-Developing Organizations . . . . . . . . . . . . . . 87

Industry Consortia . . . . . . . . . . . . . . . . . . . . . . 89

Open Development Initiatives . . . . . . . . . . . . . . . . . 89

3.4 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 91

3.5 References . . . . . . . . . . . . . . . . . . . . . . . . . 91

Chapter 4: SDN Data Plane and OpenFlow 92

4.1 SDN Data Plane . . . . . . . . . . . . . . . . . . . . . . . 93

Data Plane Functions . . . . . . . . . . . . . . . . . . . . . 93

Data Plane Protocols . . . . . . . . . . . . . . . . . . . . . 95

4.2 OpenFlow Logical Network Device . . . . . . . . . . . . . . . 95

Flow Table Structure . . . . . . . . . . . . . . . . . . . . . 98

Flow Table Pipeline . . . . . . . . . . . . . . . . . . . . . 102

The Use of Multiple Tables . . . . . . . . . . . . . . . . . . 106

Group Table . . . . . . . . . . . . . . . . . . . . . . . . 107

4.3 OpenFlow Protocol . . . . . . . . . . . . . . . . . . . . . 109

4.4 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 111

Chapter 5: SDN Control Plane 112

5.1 SDN Control Plane Architecture . . . . . . . . . . . . . . . . 113

Control Plane Functions . . . . . . . . . . . . . . . . . . . 113

Southbound Interface . . . . . . . . . . . . . . . . . . . . 116

Northbound Interface . . . . . . . . . . . . . . . . . . . . 117

Routing . . . . . . . . . . . . . . . . . . . . . . . . . . 119

5.2 ITU-T Model . . . . . . . . . . . . . . . . . . . . . . . . 120

5.3 OpenDaylight . . . . . . . . . . . . . . . . . . . . . . . . 122

OpenDaylight Architecture . . . . . . . . . . . . . . . . . . 122

OpenDaylight Helium . . . . . . . . . . . . . . . . . . . . 124

5.4 REST . . . . . . . . . . . . . . . . . . . . . . . . . . . 128

REST Constraints . . . . . . . . . . . . . . . . . . . . . . 128

Example REST API . . . . . . . . . . . . . . . . . . . . . 130

5.5 Cooperation and Coordination Among Controllers . . . . . . . . 133

Centralized Versus Distributed Controllers . . . . . . . . . . . . 133

High-Availability Clusters . . . . . . . . . . . . . . . . . . . 134

Federated SDN Networks . . . . . . . . . . . . . . . . . . . 135

Border Gateway Protocol . . . . . . . . . . . . . . . . . . . 136

Routing and QoS Between Domains . . . . . . . . . . . . . . 137

Using BGP for QoS Management . . . . . . . . . . . . . . . 138

IETF SDNi . . . . . . . . . . . . . . . . . . . . . . . . . 140

OpenDaylight SNDi . . . . . . . . . . . . . . . . . . . . . 141

5.6 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 143

5.7 References . . . . . . . . . . . . . . . . . . . . . . . . . 143

Chapter 6: SDN Application Plane 144

6.1 SDN Application Plane Architecture . . . . . . . . . . . . . . 145

Northbound Interface . . . . . . . . . . . . . . . . . . . . 146

Network Services Abstraction Layer . . . . . . . . . . . . . . 146

Network Applications . . . . . . . . . . . . . . . . . . . . 147

User Interface . . . . . . . . . . . . . . . . . . . . . . . 147

6.2 Network Services Abstraction Layer . . . . . . . . . . . . . . 147

Abstractions in SDN . . . . . . . . . . . . . . . . . . . . . 147

Frenetic . . . . . . . . . . . . . . . . . . . . . . . . . . 150

6.3 Traffic Engineering . . . . . . . . . . . . . . . . . . . . . 153

PolicyCop . . . . . . . . . . . . . . . . . . . . . . . . . 153

6.4 Measurement and Monitoring . . . . . . . . . . . . . . . . . 157

6.5 Security . . . . . . . . . . . . . . . . . . . . . . . . . . 157

OpenDaylight DDoS Application . . . . . . . . . . . . . . . . 157

6.6 Data Center Networking . . . . . . . . . . . . . . . . . . . 162

Big Data over SDN . . . . . . . . . . . . . . . . . . . . . 163

Cloud Networking over SDN . . . . . . . . . . . . . . . . . 164

6.7 Mobility and Wireless . . . . . . . . . . . . . . . . . . . . 168

6.8 Information-Centric Networking . . . . . . . . . . . . . . . . 168

CCNx . . . . . . . . . . . . . . . . . . . . . . . . . . . 169

Use of an Abstraction Layer . . . . . . . . . . . . . . . . . . 170

6.9 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 173

PART III VIRTUALIATION 175

Chapter 7: Network Functions Virtualization: Concepts and Architecture 176

7.1 Background and Motivation for NFV . . . . . . . . . . . . . . 177

7.2 Virtual Machines . . . . . . . . . . . . . . . . . . . . . . 178

The Virtual Machine Monitor. . . . . . . . . . . . . . . . . . 179

Architectural Approaches . . . . . . . . . . . . . . . . . . . 180

Container Virtualization . . . . . . . . . . . . . . . . . . . . 183

7.3 NFV Concepts . . . . . . . . . . . . . . . . . . . . . . . 184

Simple Example of the Use of NFV . . . . . . . . . . . . . . . 188

NFV Principles . . . . . . . . . . . . . . . . . . . . . . . 189

High-Level NFV Framework . . . . . . . . . . . . . . . . . . 190

7.4 NFV Benefits and Requirements . . . . . . . . . . . . . . . . 191

NFV Benefits . . . . . . . . . . . . . . . . . . . . . . . . 191

NFV Requirements . . . . . . . . . . . . . . . . . . . . . 192

7.5 NFV Reference Architecture . . . . . . . . . . . . . . . . . . 193

NFV Management and Orchestration . . . . . . . . . . . . . . 194

Reference Points . . . . . . . . . . . . . . . . . . . . . . 195

Implementation . . . . . . . . . . . . . . . . . . . . . . . 196

7.6 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 197

7.7 References . . . . . . . . . . . . . . . . . . . . . . . . . 197

Chapter 8: NFV Functionality 198

8.1 NFV Infrastructure . . . . . . . . . . . . . . . . . . . . . . 199

Container Interface . . . . . . . . . . . . . . . . . . . . . 199

Deployment of NFVI Containers . . . . . . . . . . . . . . . . 203

Logical Structure of NFVI Domains . . . . . . . . . . . . . . . 204

Compute Domain . . . . . . . . . . . . . . . . . . . . . . 205

Hypervisor Domain . . . . . . . . . . . . . . . . . . . . . 208

Infrastructure Network Domain . . . . . . . . . . . . . . . . 209

8.2 Virtualized Network Functions . . . . . . . . . . . . . . . . . 213

VNF Interfaces . . . . . . . . . . . . . . . . . . . . . . . 213

VNFC to VNFC Communication . . . . . . . . . . . . . . . . 215

VNF Scaling . . . . . . . . . . . . . . . . . . . . . . . . 216

8.3 NFV Management and Orchestration . . . . . . . . . . . . . . 217

Virtualized Infrastructure Manager . . . . . . . . . . . . . . . 217

Virtual Network Function Manager . . . . . . . . . . . . . . . 218

NFV Orchestrator . . . . . . . . . . . . . . . . . . . . . . 219

Repositories . . . . . . . . . . . . . . . . . . . . . . . . 219

Element Management . . . . . . . . . . . . . . . . . . . . 220

OSS/BSS . . . . . . . . . . . . . . . . . . . . . . . . . 220

8.4 NFV Use Cases . . . . . . . . . . . . . . . . . . . . . . . 221

Architectural Use Cases . . . . . . . . . . . . . . . . . . . 222

Service-Oriented Use Cases . . . . . . . . . . . . . . . . . 223

8.5 SDN and NFV . . . . . . . . . . . . . . . . . . . . . . . . 225

8.6 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 228

8.7 References . . . . . . . . . . . . . . . . . . . . . . . . . 229

Chapter 9: Network Virtualization 230

9.1 Virtual LANs . . . . . . . . . . . . . . . . . . . . . . . . 231

The Use of Virtual LANs . . . . . . . . . . . . . . . . . . . 234

Defining VLANs . . . . . . . . . . . . . . . . . . . . . . . 235

Communicating VLAN Membership . . . . . . . . . . . . . . 236

IEEE 802.1Q VLAN Standard . . . . . . . . . . . . . . . . . 237

Nested VLANs . . . . . . . . . . . . . . . . . . . . . . . 239

9.2 OpenFlow VLAN Support . . . . . . . . . . . . . . . . . . . 240

9.3 Virtual Private Networks . . . . . . . . . . . . . . . . . . . 241

IPsec VPNs . . . . . . . . . . . . . . . . . . . . . . . . 241

MPLS VPNs . . . . . . . . . . . . . . . . . . . . . . . . 243

9.4 Network Virtualization . . . . . . . . . . . . . . . . . . . . 247

A Simplified Example . . . . . . . . . . . . . . . . . . . . 248

Network Virtualization Architecture . . . . . . . . . . . . . . . 250

Benefits of Network Virtualization . . . . . . . . . . . . . . . 252

9.5 OpenDaylight's Virtual Tenant Network. . . . . . . . . . . . . 253

9.6 Software-Defined Infrastructure . . . . . . . . . . . . . . . . 257

Software-Defined Storage . . . . . . . . . . . . . . . . . . 259

SDI Architecture . . . . . . . . . . . . . . . . . . . . . . 261

9.7 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 263

9.8 References . . . . . . . . . . . . . . . . . . . . . . . . . 263

PART IV DEFINING AND SUPPORTING USER NEEDS 265

Chapter 10: Quality of Service 266

10.1 Background . . . . . . . . . . . . . . . . . . . . . . . . 267

10.2 QoS Architectural Framework . . . . . . . . . . . . . . . . 268

Data Plane . . . . . . . . . . . . . . . . . . . . . . . . . 269

Control Plane . . . . . . . . . . . . . . . . . . . . . . . . 271

Management Plane . . . . . . . . . . . . . . . . . . . . . 272

10.3 Integrated Services Architecture . . . . . . . . . . . . . . . 273

ISA Approach . . . . . . . . . . . . . . . . . . . . . . . . 273

ISA Components . . . . . . . . . . . . . . . . . . . . . . 274

ISA Services . . . . . . . . . . . . . . . . . . . . . . . . 276

Queuing Discipline . . . . . . . . . . . . . . . . . . . . . 277

10.4 Differentiated Services . . . . . . . . . . . . . . . . . . . 279

Services . . . . . . . . . . . . . . . . . . . . . . . . . . 281

DiffServ Field . . . . . . . . . . . . . . . . . . . . . . . . 282

DiffServ Configuration and Operation . . . . . . . . . . . . . . 284

Per-Hop Behavior . . . . . . . . . . . . . . . . . . . . . . 286

Default Forwarding PHB . . . . . . . . . . . . . . . . . . . 287

10.5 Service Level Agreements . . . . . . . . . . . . . . . . . . 291

10.6 IP Performance Metrics . . . . . . . . . . . . . . . . . . . 293

10.7 OpenFlow QoS Support . . . . . . . . . . . . . . . . . . . 296

Queue Structures . . . . . . . . . . . . . . . . . . . . . . 296

Meters . . . . . . . . . . . . . . . . . . . . . . . . . . 297

10.8 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . 299

10.9 References . . . . . . . . . . . . . . . . . . . . . . . . 299

Chapter 11: QoE: User Quality of Experience 300

11.1 Why QoE? . . . . . . . . . . . . . . . . . . . . . . . . 301

Online Video Content Delivery . . . . . . . . . . . . . . . . . 302

11.2 Service Failures Due to Inadequate QoE Considerations . . . . . 304

11.3 QoE-Related Standardization Projects . . . . . . . . . . . . . 304

11.4 Definition of Quality of Experience . . . . . . . . . . . . . . . 305

Definition of Quality . . . . . . . . . . . . . . . . . . . . . 306

Definition of Experience . . . . . . . . . . . . . . . . . . . 306

Quality Formation Process . . . . . . . . . . . . . . . . . . 307

Definition of Quality of Experience . . . . . . . . . . . . . . . 308

11.5 QoE Strategies in Practice . . . . . . . . . . . . . . . . . . 308

The QoE/QoS Layered Model . . . . . . . . . . . . . . . . . 308

Summarizing and Merging the QoE/QoS Layers . . . . . . . . . 310

11.6 Factors Influencing QoE . . . . . . . . . . . . . . . . . . . 311

11.7 Measurements of QoE . . . . . . . . . . . . . . . . . . . 312

Subjective Assessment . . . . . . . . . . . . . . . . . . . . 312

Objective Assessment . . . . . . . . . . . . . . . . . . . . 314

End-User Device Analytics . . . . . . . . . . . . . . . . . . 315

Summarizing the QoE Measurement Methods . . . . . . . . . . 316

11.8 Applications of QoE . . . . . . . . . . . . . . . . . . . . 317

11.9 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . 319

11.10 References . . . . . . . . . . . . . . . . . . . . . . . . 320

Chapter 12: Network Design Implications of QoS and QoE 322

12.1 Classification of QoE/QoS Mapping Models . . . . . . . . . . 323

Black-Box Media-Based QoS/QoE Mapping Models . . . . . . . 323

Glass-Box Parameter-Based QoS/QoE Mapping Models . . . . . . 325

Gray-Box QoS/QoE Mapping Models . . . . . . . . . . . . . . 326

Tips for QoS/QoE Mapping Model Selection . . . . . . . . . . . 327

12.2 IP-Oriented Parameter-Based QoS/QoE Mapping Models . . . . . 327

Network Layer QoE/QoS Mapping Models for Video Services . . . . 328

Application Layer QoE/QoS Mapping Models for Video Services . . 328

12.3 Actionable QoE over IP-Based Networks . . . . . . . . . . . . 330

The System-Oriented Actionable QoE Solution . . . . . . . . . . 330

The Service-Oriented Actionable QoE Solution . . . . . . . . . . 331

12.4 QoE Versus QoS Service Monitoring . . . . . . . . . . . . . . 332

QoS Monitoring Solutions. . . . . . . . . . . . . . . . . . . 334

QoE Mo

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      Publisher: Pearson Education (US)
      Publication Date: 19/11/2015
      ISBN13: 9780134175393, 978-0134175393
      ISBN10: 0134175395

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      Book Synopsis

      Dr. William Stallings has made a unique contribution to understanding the broad sweep of technical developments in computer security, computer networking, and computer architecture. He has authored 18 textbooks, and, counting revised editions, a total of 70 books on various aspects of these subjects. His writings have appeared in numerous ACM and IEEE publications, including the Proceedings of the IEEE and ACM Computing Reviews. He has 13 times received the award for the best computer science textbook of the year from the Text and Academic Authors Association.

      In over 30 years in the field, he has been a technical contributor, technical manager, and an executive with several high-technology firms. He has designed and implemented both TCP/IP-based and OSI-based protocol suites on a variety of computers and operating systems, ranging from microcomputers to mainframes. Currently, he is an independent consultant whose clients have included compu

      Table of Contents

      Preface xxi

      PART I MODERN NETWORKING 3

      Chapter 1: Elements of Modern Networking 4

      1.1 The Networking Ecosystem . . . . . . . . . . . . . . . . . . . 5

      1.2 Example Network Architectures . . . . . . . . . . . . . . . . . 7

      A Global Network Architecture . . . . . . . . . . . . . . . . . . 7

      A Typical Network Hierarchy . . . . . . . . . . . . . . . . . . 9

      1.3 Ethernet . . . . . . . . . . . . . . . . . . . . . . . . . . 11

      Applications of Ethernet . . . . . . . . . . . . . . . . . . . . 11

      Standards . . . . . . . . . . . . . . . . . . . . . . . . . . 14

      Ethernet Data Rates . . . . . . . . . . . . . . . . . . . . . 14

      1.4 Wi-Fi . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19

      Applications of Wi-Fi . . . . . . . . . . . . . . . . . . . . . 19

      Standards . . . . . . . . . . . . . . . . . . . . . . . . . . 21

      Wi-Fi Data Rates . . . . . . . . . . . . . . . . . . . . . . . 21

      1.5 4G/5G Cellular . . . . . . . . . . . . . . . . . . . . . . . . 23

      First Generation . . . . . . . . . . . . . . . . . . . . . . . 23

      Second Generation . . . . . . . . . . . . . . . . . . . . . . 23

      Third Generation . . . . . . . . . . . . . . . . . . . . . . . 24

      Fourth Generation . . . . . . . . . . . . . . . . . . . . . . 24

      Fifth Generation . . . . . . . . . . . . . . . . . . . . . . . 25

      1.6 Cloud Computing . . . . . . . . . . . . . . . . . . . . . . 25

      Cloud Computing Concepts . . . . . . . . . . . . . . . . . . 26

      The Benefits of Cloud Computing . . . . . . . . . . . . . . . . 27

      Cloud Networking . . . . . . . . . . . . . . . . . . . . . . 28

      Cloud Storage . . . . . . . . . . . . . . . . . . . . . . . . 28

      1.7 Internet of Things. . . . . . . . . . . . . . . . . . . . . . . 28

      Things on the Internet of Things . . . . . . . . . . . . . . . . 28

      Evolution . . . . . . . . . . . . . . . . . . . . . . . . . . 29

      Layers of the Internet of Things . . . . . . . . . . . . . . . . . 29

      1.8 Network Convergence . . . . . . . . . . . . . . . . . . . . 30

      1.9 Unified Communications . . . . . . . . . . . . . . . . . . . 33

      1.10 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 37

      1.11 References . . . . . . . . . . . . . . . . . . . . . . . . . 37

      Chapter 2: Requirements and Technology 38

      2.1 Types of Network and Internet Traffic . . . . . . . . . . . . . . 39

      Elastic Traffic . . . . . . . . . . . . . . . . . . . . . . . . 39

      Inelastic Traffic . . . . . . . . . . . . . . . . . . . . . . . 40

      Real-Time Traffic Characteristics . . . . . . . . . . . . . . . . 43

      2.2 Demand: Big Data, Cloud Computing, and Mobile Traffic . . . . . . 45

      Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . 45

      Cloud Computing . . . . . . . . . . . . . . . . . . . . . . 48

      Mobile Traffic . . . . . . . . . . . . . . . . . . . . . . . . 51

      2.3 Requirements: QoS and QoE . . . . . . . . . . . . . . . . . . 53

      Quality of Service . . . . . . . . . . . . . . . . . . . . . . 53

      Quality of Experience . . . . . . . . . . . . . . . . . . . . . 54

      2.4 Routing . . . . . . . . . . . . . . . . . . . . . . . . . . . 55

      Characteristics . . . . . . . . . . . . . . . . . . . . . . . . 55

      Packet Forwarding . . . . . . . . . . . . . . . . . . . . . . 56

      Routing Protocols . . . . . . . . . . . . . . . . . . . . . . 57

      Elements of a Router . . . . . . . . . . . . . . . . . . . . . 59

      2.5 Congestion Control . . . . . . . . . . . . . . . . . . . . . . 60

      Effects of Congestion . . . . . . . . . . . . . . . . . . . . . 60

      Congestion Control Techniques . . . . . . . . . . . . . . . . 64

      2.6 SDN and NFV . . . . . . . . . . . . . . . . . . . . . . . . 67

      Software-Defined Networking . . . . . . . . . . . . . . . . . 67

      Network Functions Virtualization . . . . . . . . . . . . . . . . 69

      2.7 Modern Networking Elements . . . . . . . . . . . . . . . . . 71

      2.8 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 72

      2.9 References . . . . . . . . . . . . . . . . . . . . . . . . . 73

      PART II SOFTWARE DEFINED NETWORKS 75

      Chapter 3: SDN: Background and Motivation 76

      3.1 Evolving Network Requirements . . . . . . . . . . . . . . . . 77

      Demand Is Increasing . . . . . . . . . . . . . . . . . . . . . 77

      Supply Is Increasing . . . . . . . . . . . . . . . . . . . . . 77

      Traffic Patterns Are More Complex . . . . . . . . . . . . . . . 78

      Traditional Network Architectures are Inadequate . . . . . . . . . 79

      3.2 The SDN Approach . . . . . . . . . . . . . . . . . . . . . . 80

      Requirements. . . . . . . . . . . . . . . . . . . . . . . . 80

      SDN Architecture . . . . . . . . . . . . . . . . . . . . . . . 81

      Characteristics of Software-Defined Networking . . . . . . . . . . 85

      3.3 SDN- and NFV-Related Standards . . . . . . . . . . . . . . . 85

      Standards-Developing Organizations . . . . . . . . . . . . . . 87

      Industry Consortia . . . . . . . . . . . . . . . . . . . . . . 89

      Open Development Initiatives . . . . . . . . . . . . . . . . . 89

      3.4 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 91

      3.5 References . . . . . . . . . . . . . . . . . . . . . . . . . 91

      Chapter 4: SDN Data Plane and OpenFlow 92

      4.1 SDN Data Plane . . . . . . . . . . . . . . . . . . . . . . . 93

      Data Plane Functions . . . . . . . . . . . . . . . . . . . . . 93

      Data Plane Protocols . . . . . . . . . . . . . . . . . . . . . 95

      4.2 OpenFlow Logical Network Device . . . . . . . . . . . . . . . 95

      Flow Table Structure . . . . . . . . . . . . . . . . . . . . . 98

      Flow Table Pipeline . . . . . . . . . . . . . . . . . . . . . 102

      The Use of Multiple Tables . . . . . . . . . . . . . . . . . . 106

      Group Table . . . . . . . . . . . . . . . . . . . . . . . . 107

      4.3 OpenFlow Protocol . . . . . . . . . . . . . . . . . . . . . 109

      4.4 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 111

      Chapter 5: SDN Control Plane 112

      5.1 SDN Control Plane Architecture . . . . . . . . . . . . . . . . 113

      Control Plane Functions . . . . . . . . . . . . . . . . . . . 113

      Southbound Interface . . . . . . . . . . . . . . . . . . . . 116

      Northbound Interface . . . . . . . . . . . . . . . . . . . . 117

      Routing . . . . . . . . . . . . . . . . . . . . . . . . . . 119

      5.2 ITU-T Model . . . . . . . . . . . . . . . . . . . . . . . . 120

      5.3 OpenDaylight . . . . . . . . . . . . . . . . . . . . . . . . 122

      OpenDaylight Architecture . . . . . . . . . . . . . . . . . . 122

      OpenDaylight Helium . . . . . . . . . . . . . . . . . . . . 124

      5.4 REST . . . . . . . . . . . . . . . . . . . . . . . . . . . 128

      REST Constraints . . . . . . . . . . . . . . . . . . . . . . 128

      Example REST API . . . . . . . . . . . . . . . . . . . . . 130

      5.5 Cooperation and Coordination Among Controllers . . . . . . . . 133

      Centralized Versus Distributed Controllers . . . . . . . . . . . . 133

      High-Availability Clusters . . . . . . . . . . . . . . . . . . . 134

      Federated SDN Networks . . . . . . . . . . . . . . . . . . . 135

      Border Gateway Protocol . . . . . . . . . . . . . . . . . . . 136

      Routing and QoS Between Domains . . . . . . . . . . . . . . 137

      Using BGP for QoS Management . . . . . . . . . . . . . . . 138

      IETF SDNi . . . . . . . . . . . . . . . . . . . . . . . . . 140

      OpenDaylight SNDi . . . . . . . . . . . . . . . . . . . . . 141

      5.6 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 143

      5.7 References . . . . . . . . . . . . . . . . . . . . . . . . . 143

      Chapter 6: SDN Application Plane 144

      6.1 SDN Application Plane Architecture . . . . . . . . . . . . . . 145

      Northbound Interface . . . . . . . . . . . . . . . . . . . . 146

      Network Services Abstraction Layer . . . . . . . . . . . . . . 146

      Network Applications . . . . . . . . . . . . . . . . . . . . 147

      User Interface . . . . . . . . . . . . . . . . . . . . . . . 147

      6.2 Network Services Abstraction Layer . . . . . . . . . . . . . . 147

      Abstractions in SDN . . . . . . . . . . . . . . . . . . . . . 147

      Frenetic . . . . . . . . . . . . . . . . . . . . . . . . . . 150

      6.3 Traffic Engineering . . . . . . . . . . . . . . . . . . . . . 153

      PolicyCop . . . . . . . . . . . . . . . . . . . . . . . . . 153

      6.4 Measurement and Monitoring . . . . . . . . . . . . . . . . . 157

      6.5 Security . . . . . . . . . . . . . . . . . . . . . . . . . . 157

      OpenDaylight DDoS Application . . . . . . . . . . . . . . . . 157

      6.6 Data Center Networking . . . . . . . . . . . . . . . . . . . 162

      Big Data over SDN . . . . . . . . . . . . . . . . . . . . . 163

      Cloud Networking over SDN . . . . . . . . . . . . . . . . . 164

      6.7 Mobility and Wireless . . . . . . . . . . . . . . . . . . . . 168

      6.8 Information-Centric Networking . . . . . . . . . . . . . . . . 168

      CCNx . . . . . . . . . . . . . . . . . . . . . . . . . . . 169

      Use of an Abstraction Layer . . . . . . . . . . . . . . . . . . 170

      6.9 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 173

      PART III VIRTUALIATION 175

      Chapter 7: Network Functions Virtualization: Concepts and Architecture 176

      7.1 Background and Motivation for NFV . . . . . . . . . . . . . . 177

      7.2 Virtual Machines . . . . . . . . . . . . . . . . . . . . . . 178

      The Virtual Machine Monitor. . . . . . . . . . . . . . . . . . 179

      Architectural Approaches . . . . . . . . . . . . . . . . . . . 180

      Container Virtualization . . . . . . . . . . . . . . . . . . . . 183

      7.3 NFV Concepts . . . . . . . . . . . . . . . . . . . . . . . 184

      Simple Example of the Use of NFV . . . . . . . . . . . . . . . 188

      NFV Principles . . . . . . . . . . . . . . . . . . . . . . . 189

      High-Level NFV Framework . . . . . . . . . . . . . . . . . . 190

      7.4 NFV Benefits and Requirements . . . . . . . . . . . . . . . . 191

      NFV Benefits . . . . . . . . . . . . . . . . . . . . . . . . 191

      NFV Requirements . . . . . . . . . . . . . . . . . . . . . 192

      7.5 NFV Reference Architecture . . . . . . . . . . . . . . . . . . 193

      NFV Management and Orchestration . . . . . . . . . . . . . . 194

      Reference Points . . . . . . . . . . . . . . . . . . . . . . 195

      Implementation . . . . . . . . . . . . . . . . . . . . . . . 196

      7.6 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 197

      7.7 References . . . . . . . . . . . . . . . . . . . . . . . . . 197

      Chapter 8: NFV Functionality 198

      8.1 NFV Infrastructure . . . . . . . . . . . . . . . . . . . . . . 199

      Container Interface . . . . . . . . . . . . . . . . . . . . . 199

      Deployment of NFVI Containers . . . . . . . . . . . . . . . . 203

      Logical Structure of NFVI Domains . . . . . . . . . . . . . . . 204

      Compute Domain . . . . . . . . . . . . . . . . . . . . . . 205

      Hypervisor Domain . . . . . . . . . . . . . . . . . . . . . 208

      Infrastructure Network Domain . . . . . . . . . . . . . . . . 209

      8.2 Virtualized Network Functions . . . . . . . . . . . . . . . . . 213

      VNF Interfaces . . . . . . . . . . . . . . . . . . . . . . . 213

      VNFC to VNFC Communication . . . . . . . . . . . . . . . . 215

      VNF Scaling . . . . . . . . . . . . . . . . . . . . . . . . 216

      8.3 NFV Management and Orchestration . . . . . . . . . . . . . . 217

      Virtualized Infrastructure Manager . . . . . . . . . . . . . . . 217

      Virtual Network Function Manager . . . . . . . . . . . . . . . 218

      NFV Orchestrator . . . . . . . . . . . . . . . . . . . . . . 219

      Repositories . . . . . . . . . . . . . . . . . . . . . . . . 219

      Element Management . . . . . . . . . . . . . . . . . . . . 220

      OSS/BSS . . . . . . . . . . . . . . . . . . . . . . . . . 220

      8.4 NFV Use Cases . . . . . . . . . . . . . . . . . . . . . . . 221

      Architectural Use Cases . . . . . . . . . . . . . . . . . . . 222

      Service-Oriented Use Cases . . . . . . . . . . . . . . . . . 223

      8.5 SDN and NFV . . . . . . . . . . . . . . . . . . . . . . . . 225

      8.6 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 228

      8.7 References . . . . . . . . . . . . . . . . . . . . . . . . . 229

      Chapter 9: Network Virtualization 230

      9.1 Virtual LANs . . . . . . . . . . . . . . . . . . . . . . . . 231

      The Use of Virtual LANs . . . . . . . . . . . . . . . . . . . 234

      Defining VLANs . . . . . . . . . . . . . . . . . . . . . . . 235

      Communicating VLAN Membership . . . . . . . . . . . . . . 236

      IEEE 802.1Q VLAN Standard . . . . . . . . . . . . . . . . . 237

      Nested VLANs . . . . . . . . . . . . . . . . . . . . . . . 239

      9.2 OpenFlow VLAN Support . . . . . . . . . . . . . . . . . . . 240

      9.3 Virtual Private Networks . . . . . . . . . . . . . . . . . . . 241

      IPsec VPNs . . . . . . . . . . . . . . . . . . . . . . . . 241

      MPLS VPNs . . . . . . . . . . . . . . . . . . . . . . . . 243

      9.4 Network Virtualization . . . . . . . . . . . . . . . . . . . . 247

      A Simplified Example . . . . . . . . . . . . . . . . . . . . 248

      Network Virtualization Architecture . . . . . . . . . . . . . . . 250

      Benefits of Network Virtualization . . . . . . . . . . . . . . . 252

      9.5 OpenDaylight's Virtual Tenant Network. . . . . . . . . . . . . 253

      9.6 Software-Defined Infrastructure . . . . . . . . . . . . . . . . 257

      Software-Defined Storage . . . . . . . . . . . . . . . . . . 259

      SDI Architecture . . . . . . . . . . . . . . . . . . . . . . 261

      9.7 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . . 263

      9.8 References . . . . . . . . . . . . . . . . . . . . . . . . . 263

      PART IV DEFINING AND SUPPORTING USER NEEDS 265

      Chapter 10: Quality of Service 266

      10.1 Background . . . . . . . . . . . . . . . . . . . . . . . . 267

      10.2 QoS Architectural Framework . . . . . . . . . . . . . . . . 268

      Data Plane . . . . . . . . . . . . . . . . . . . . . . . . . 269

      Control Plane . . . . . . . . . . . . . . . . . . . . . . . . 271

      Management Plane . . . . . . . . . . . . . . . . . . . . . 272

      10.3 Integrated Services Architecture . . . . . . . . . . . . . . . 273

      ISA Approach . . . . . . . . . . . . . . . . . . . . . . . . 273

      ISA Components . . . . . . . . . . . . . . . . . . . . . . 274

      ISA Services . . . . . . . . . . . . . . . . . . . . . . . . 276

      Queuing Discipline . . . . . . . . . . . . . . . . . . . . . 277

      10.4 Differentiated Services . . . . . . . . . . . . . . . . . . . 279

      Services . . . . . . . . . . . . . . . . . . . . . . . . . . 281

      DiffServ Field . . . . . . . . . . . . . . . . . . . . . . . . 282

      DiffServ Configuration and Operation . . . . . . . . . . . . . . 284

      Per-Hop Behavior . . . . . . . . . . . . . . . . . . . . . . 286

      Default Forwarding PHB . . . . . . . . . . . . . . . . . . . 287

      10.5 Service Level Agreements . . . . . . . . . . . . . . . . . . 291

      10.6 IP Performance Metrics . . . . . . . . . . . . . . . . . . . 293

      10.7 OpenFlow QoS Support . . . . . . . . . . . . . . . . . . . 296

      Queue Structures . . . . . . . . . . . . . . . . . . . . . . 296

      Meters . . . . . . . . . . . . . . . . . . . . . . . . . . 297

      10.8 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . 299

      10.9 References . . . . . . . . . . . . . . . . . . . . . . . . 299

      Chapter 11: QoE: User Quality of Experience 300

      11.1 Why QoE? . . . . . . . . . . . . . . . . . . . . . . . . 301

      Online Video Content Delivery . . . . . . . . . . . . . . . . . 302

      11.2 Service Failures Due to Inadequate QoE Considerations . . . . . 304

      11.3 QoE-Related Standardization Projects . . . . . . . . . . . . . 304

      11.4 Definition of Quality of Experience . . . . . . . . . . . . . . . 305

      Definition of Quality . . . . . . . . . . . . . . . . . . . . . 306

      Definition of Experience . . . . . . . . . . . . . . . . . . . 306

      Quality Formation Process . . . . . . . . . . . . . . . . . . 307

      Definition of Quality of Experience . . . . . . . . . . . . . . . 308

      11.5 QoE Strategies in Practice . . . . . . . . . . . . . . . . . . 308

      The QoE/QoS Layered Model . . . . . . . . . . . . . . . . . 308

      Summarizing and Merging the QoE/QoS Layers . . . . . . . . . 310

      11.6 Factors Influencing QoE . . . . . . . . . . . . . . . . . . . 311

      11.7 Measurements of QoE . . . . . . . . . . . . . . . . . . . 312

      Subjective Assessment . . . . . . . . . . . . . . . . . . . . 312

      Objective Assessment . . . . . . . . . . . . . . . . . . . . 314

      End-User Device Analytics . . . . . . . . . . . . . . . . . . 315

      Summarizing the QoE Measurement Methods . . . . . . . . . . 316

      11.8 Applications of QoE . . . . . . . . . . . . . . . . . . . . 317

      11.9 Key Terms . . . . . . . . . . . . . . . . . . . . . . . . 319

      11.10 References . . . . . . . . . . . . . . . . . . . . . . . . 320

      Chapter 12: Network Design Implications of QoS and QoE 322

      12.1 Classification of QoE/QoS Mapping Models . . . . . . . . . . 323

      Black-Box Media-Based QoS/QoE Mapping Models . . . . . . . 323

      Glass-Box Parameter-Based QoS/QoE Mapping Models . . . . . . 325

      Gray-Box QoS/QoE Mapping Models . . . . . . . . . . . . . . 326

      Tips for QoS/QoE Mapping Model Selection . . . . . . . . . . . 327

      12.2 IP-Oriented Parameter-Based QoS/QoE Mapping Models . . . . . 327

      Network Layer QoE/QoS Mapping Models for Video Services . . . . 328

      Application Layer QoE/QoS Mapping Models for Video Services . . 328

      12.3 Actionable QoE over IP-Based Networks . . . . . . . . . . . . 330

      The System-Oriented Actionable QoE Solution . . . . . . . . . . 330

      The Service-Oriented Actionable QoE Solution . . . . . . . . . . 331

      12.4 QoE Versus QoS Service Monitoring . . . . . . . . . . . . . . 332

      QoS Monitoring Solutions. . . . . . . . . . . . . . . . . . . 334

      QoE Mo

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