Energy Efficient High Performance Processors Recent Approaches for Designing Green High Performance Computing
tarafından
 
Haj-Yahya, Jawad. author.

Başlık
Energy Efficient High Performance Processors Recent Approaches for Designing Green High Performance Computing

Yazar
Haj-Yahya, Jawad. author.

ISBN
9789811085543

Yazar
Haj-Yahya, Jawad. author.

Edisyon
1st ed. 2018.

Fiziksel Niteleme
XIV, 165 p. 73 illus., 68 illus. in color. online resource.

Seri
Computer Architecture and Design Methodologies,

İçindekiler
Introduction -- Background -- DOEE: Dynamic Optimization framework for better Energy Efficiency -- Fine-grain Power Breakdown of Modern Out-Of-Order Cores and its implications on Skylake based systems -- Compiler-Directed Power Management for Superscalars -- SEEM: Symbolic Execution for Energy Modeling -- Related Works -- Conclusions and Future Work.

Özet
This book explores energy efficiency techniques for high-performance computing (HPC) systems using power-management methods. Adopting a step-by-step approach, it describes power-management flows, algorithms and mechanism that are employed in modern processors such as Intel Sandy Bridge, Haswell, Skylake and other architectures (e.g. ARM). Further, it includes practical examples and recent studies demonstrating how modem processors dynamically manage wide power ranges, from a few milliwatts in the lowest idle power state, to tens of watts in turbo state. Moreover, the book explains how thermal and power deliveries are managed in the context this huge power range. The book also discusses the different metrics for energy efficiency, presents several methods and applications of the power and energy estimation, and shows how by using innovative power estimation methods and new algorithms modern processors are able to optimize metrics such as power, energy, and performance. Different power estimation tools are presented, including tools that break down the power consumption of modern processors at sub-processor core/thread granularity. The book also investigates software, firmware and hardware coordination methods of reducing power consumption, for example a compiler-assisted power management method to overcome power excursions. Lastly, it examines firmware algorithms for dynamic cache resizing and dynamic voltage and frequency scaling (DVFS) for memory sub-systems.

Konu Başlığı
Systems engineering.
 
Computer science.
 
Circuits and Systems. http://scigraph.springernature.com/things/product-market-codes/T24068
 
Processor Architectures. http://scigraph.springernature.com/things/product-market-codes/I13014
 
Electronic Circuits and Devices. http://scigraph.springernature.com/things/product-market-codes/P31010

Yazar Ek Girişi
Mendelson, Avi.
 
Ben Asher, Yosi.
 
Chattopadhyay, Anupam.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-981-10-8554-3


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book225039-1001TK7888.4Springer E-Book Collection