Many-Core Computing
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Many-Core Computing: Hardware and software

Many-Core Computing: Hardware and software

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International Edition


About the Book

Computing has moved away from a focus on performance-centric serial computation, instead towards energy-efficient parallel computation. This provides continued performance increases without increasing clock frequencies, and overcomes the thermal and power limitations of the dark-silicon era. As the number of parallel cores increases, we transition into the many-core computing era. There is considerable interest in developing methods, tools, architectures and applications to support many-core computing. The primary aim of this edited book is to provide a timely and coherent account of the recent advances in many-core computing research. Starting with programming models, operating systems and their applications; the authors present runtime management techniques, followed by system modelling, verification and testing methods, and architectures and systems. The book ends with some examples of innovative applications.

Table of Contents:
Part I: Programming models, OS and applications Chapter 1: HPC with many core processors Chapter 2: From irregular heterogeneous software to reconfigurable hardware Chapter 3: Operating systems for many-core systems Chapter 4: Decoupling the programming model from resource management in throughput processors Chapter 5: Tools and workloads for many-core computing Chapter 6: Hardware and software performance in deep learning Part II: Runtime management Chapter 7: Adaptive-reflective middleware for power and energy management in many-core heterogeneous systems Chapter 8: Advances in power management of many-core processors Chapter 9: Runtime thermal management of many-core systems Chapter 10: Adaptive packet processing on CPU-GPU heterogeneous platforms Chapter 11: From power-efficient to power-driven computing Part III: System modelling, verification, and testing Chapter 12: Modelling many-core architectures Chapter 13: Power modelling of multicore systems Chapter 14: Developing portable embedded software for multicore systems through formal abstraction and refinement Chapter 15: Self-testing of multicore processors Chapter 16: Advances in hardware reliability of reconfigurable many-core embedded systems Part IV: Architectures and systems Chapter 17: Manycore processor architectures Chapter 18: Silicon photonics enabled rack-scale many-core systems Chapter 19: Cognitive I/O for 3D-integrated many-core system Chapter 20: Approximate computing across the hardware and software stacks Chapter 21: Many-core systems for big-data computing Chapter 22: Biologically-inspired massively-parallel computing


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Product Details
  • ISBN-13: 9781785615825
  • Publisher: Institution of Engineering and Technology
  • Publisher Imprint: Institution of Engineering and Technology
  • Height: 234 mm
  • Sub Title: Hardware and software
  • ISBN-10: 1785615823
  • Publisher Date: 26 Jul 2019
  • Binding: Hardback
  • Language: English
  • Width: 156 mm


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