Handbook on Data Centers

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Название: Handbook on Data Centers

Год: 2015

Автор: Samee U. Khan, Albert Y. Zomaya

Издательство: Springer

ISBN: 978-1493920914

Язык: английский

Формат: PDF

Количество страниц: 1334

Размер: 28 МБ

This handbook offers a comprehensive review of the state-of-the-art research achievements in the field of data centers. Contributions from international, leading researchers and scholars offer topics in cloud computing, virtualization in data centers, energy efficient data centers, and next generation data center architecture. It also comprises current research trends in emerging areas, such as data security, data protection management, and network resource management in data centers.

Specific attention is devoted to industry needs associated with the challenges faced by data centers, such as various power, cooling, floor space, and associated environmental health and safety issues, while still working to support growth without disrupting quality of service. The contributions cut across various IT data technology domains as a single source to discuss the interdependencies that need to be supported to enable a virtualized, next-generation, energy efficient, economical, and environmentally friendly data center.

This book appeals to a broad spectrum of readers, including server, storage, networking, database, and applications analysts, administrators, and architects. It is intended for those seeking to gain a stronger grasp on data center networks: the fundamental protocol used by the applications and the network, the typical network technologies, and their design aspects. The Handbook of Data Centers is a leading reference on design and implementation for planning, implementing, and operating data center networks.

Contents

Part I Energy Efficiency

Energy-Efficient and High-Performance Processing of Large-Scale

Parallel Applications in Data Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3

Energy-Aware Algorithms for Task Graph Scheduling, Replica

Placement and Checkpoint Strategies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37

Energy Efficiency in HPC Data Centers: Latest Advances to Build

the Path to Exascale . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81

Techniques to Achieve Energy Proportionality in Data Centers:

A Survey . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109

A Power-Aware Autonomic Approach for Performance Management

of Scientific Applications in a Data Center Environment . . . . . . . . . . . . . . . 163

CoolEmAll: Models and Tools for Planning and Operating Energy

Efficient Data Centres . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191

Smart Data Center . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 247

Power and Thermal Efficient Numerical Processing . . . . . . . . . . . . . . . . . . . 263

Providing Green Services in HPC Data Centers: A Methodology Based

on Energy Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287

Part II Networking

Network Virtualization in Data Centers: A Data Plane Perspective . . . . . . 327

Optical Data Center Networks: Architecture, Performance, and Energy

Efficiency . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 351

Scalable Network Communication Using Unreliable RDMA. . . . . . . . . . . . 393

Packet Classification on Multi-core Platforms . . . . . . . . . . . . . . . . . . . . . . . . 425

Optical Interconnects for Data Center Networks . . . . . . . . . . . . . . . . . . . . . . 449

TCP Congestion Control in Data Center Networks . . . . . . . . . . . . . . . . . . . . 485

Routing Techniques in Data Center Networks . . . . . . . . . . . . . . . . . . . . . . . . 507

Part III Cloud Computing

Auditing for Data Integrity and Reliability in Cloud Storage . . . . . . . . . . . 535

I/O and File Systems for Data-Intensive Applications . . . . . . . . . . . . . . . . . . 561

Cloud Resource Pricing Under Tenant Rationality . . . . . . . . . . . . . . . . . . . . 583

Online Resource Management for Carbon-Neutral Cloud Computing . . . 607

A Big Picture of Integrity Verification of Big Data in Cloud

Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 631

An Out-of-Core Task-based Middleware for Data-Intensive Scientific

Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 647

Building Scalable Software for Data Centers: An Approach

to Distributed Computing at Enterprise Level . . . . . . . . . . . . . . . . . . . . . . . . 669

Cloud Storage over Multiple Data Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . 691

Part IV Hardware

Realizing Accelerated Cost-Effective Distributed RAID . . . . . . . . . . . . . . . . 729

Efficient Hardware-Supported Synchronization Mechanisms

for Manycores . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 753

Hardware Approaches to Transactional Memory in Chip

Multiprocessors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 805

Part V Modeling and Simulation

Data Center Modeling and Simulation Using OMNeT++ . . . . . . . . . . . . . . 839

Power-Thermal Modeling and Control of Energy-Efficient Servers

and Datacenters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 857

Thermal Modeling and Management of Storage Systems in Data

Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 915

Modeling and Simulation of Data Center Networks . . . . . . . . . . . . . . . . . . . 945

Part VI Security

C2Hunter: Detection and Mitigation of Covert Channels in Data

Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 961

Selective and Private Access to Outsourced Data Centers . . . . . . . . . . . . . . 997

Privacy in Data Centers: A Survey of Attacks and Countermeasures . . . . 1029

Part VII Data Services

Quality-of-Service in Data Center Stream Processing for Smart City

Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1047

Opportunistic Databank: A context Aware on-the-fly Data Center

for Mobile Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1077

Data Management: State-of-the-Practice at Open-Science Data

Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1095

Data Summarization Techniques for Big Data—A Survey . . . . . . . . . . . . . . 1109

Part VIII Monitoring

Central Management of Datacenters. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1155

Monitoring of Data Centers usingWireless Sensor Networks . . . . . . . . . . . 1171

Network Intrusion Detection Systems in Data Centers . . . . . . . . . . . . . . . . . 1185

Software Monitoring in Data Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1209

Part IX Resource Management

Usage Patterns in Multi-tenant Data Centers: a Large-Case Field

Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1257

On Scheduling in Distributed Transactional Memory: Techniques

and Tradeoffs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1267

Dependability-Oriented Resource Management Schemes for Cloud

Computing Data Centers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1285

Resource Scheduling in Data-Centric Systems . . . . . . . . . . . . . . . . . . . . . . . . 1307

Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1331

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