Handbook on Data Centers

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.
 Оглавление 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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