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The Dark Side of Silicon

Energy Efficient Computing in the Dark Silicon Era

  • Enables readers to understand the dark silicon phenomenon and why it has emerged, including detailed analysis of its impacts;
  • Presents state-of-the art research, as well as tools for mitigating the dark silicon phenomenon;
  • Includes coverage of various aspects of dark silicon awareness in design, management, reliability, and tests.

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-vi
  2. Architecture and Implementation Perspective

    1. Front Matter

      Pages 1-1
    2. A Perspective on Dark Silicon

      • Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Ahmed Hemani, Axel Jantsch, Hannu Tenhunen
      Pages 3-20
    3. Dark vs. Dim Silicon and Near-Threshold Computing

      • Liang Wang, Kevin Skadron
      Pages 21-45
    4. The SiLago Solution: Architecture and Design Methods for a Heterogeneous Dark Silicon Aware Coarse Grain Reconfigurable Fabric

      • Ahmed Hemani, Nasim Farahini, Syed M. A. H. Jafri, Hassan Sohofi, Shuo Li, Kolin Paul
      Pages 47-94
    5. Heterogeneous Dark Silicon Chip Multi-Processors: Design and Run-Time Management

      • Siddharth Garg, Yatish Turakhia, Diana Marculescu
      Pages 95-122
  3. Run-Time Resource Management: Computational Perspective

    1. Front Matter

      Pages 123-123
    2. Thermal Safe Power: Efficient Thermal-Aware Power Budgeting for Manycore Systems in Dark Silicon

      • Santiago Pagani, Heba Khdr, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel
      Pages 125-158
    3. Power Management of Asymmetric Multi-Cores in the Dark Silicon Era

      • Tulika Mitra, Thannirmalai Somu Muthukaruppan, Anuj Pathania, Mihai Pricopi, Vanchinathan Venkataramani, Sanjay Vishin
      Pages 159-189
    4. Multi-Objective Power Management for CMPs in the Dark Silicon Age

      • Amir M. Rahmani, Mohammad-Hashem Haghbayan, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen
      Pages 191-216
    5. Dark Silicon Patterning: Efficient Power Utilization Through Run-Time Mapping

      • Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Hannu Tenhunen
      Pages 237-258
    6. Online Software-Based Self-Testing in the Dark Silicon Era

      • Mohammad-Hashem Haghbayan, Amir M. Rahmani, Antonio Miele, Pasi Liljeberg, Hannu Tenhunen
      Pages 259-287
  4. Design and Management: Communication Perspective

    1. Front Matter

      Pages 289-289
    2. Adroit Use of Dark Silicon for Power, Performance and Reliability Optimisation of NoCs

      • Haseeb Bokhari, Muhammad Shafique, Jörg Henkel, Sri Parameswaran
      Pages 291-325
    3. NoC-Aware Computational Sprinting

      • Jia Zhan, Yuan Xie
      Pages 327-347

About this book

This book presents the state-of-the art of one of the main concerns with microprocessors today, a phenomenon known as "dark silicon".  Readers will learn how power constraints (both leakage and dynamic power) limit the extent to which large portions of a chip can be powered up at a given time, i.e. how much actual performance and functionality the microprocessor can provide. The authors describe their research toward the future of microprocessor development in the dark silicon era, covering a variety of important aspects of dark silicon-aware architectures including design, management, reliability, and test.  Readers will benefit from specific recommendations for mitigating the dark silicon phenomenon, including energy-efficient, dedicated solutions and technologies to maximize the utilization and reliability of microprocessors.   

Editors and Affiliations

  • University of Turku, Turku, Finland

    Amir M. Rahmani, Pasi Liljeberg

  • Department of Electronic systems, School of ICT, KTH, Royal Institute of Technology, Kista, Sweden

    Ahmed Hemani

  • Vienna University of Technology, Vienna, Austria

    Axel Jantsch

  • KTH Royal Institute of Technology, Stockholm, Sweden

    Hannu Tenhunen

About the editors

Prof. Dr.h.c Prof.h.c. Hannu Tenhunen is chair professor of Electronic Systems at Royal Institute of Technology (KTH), Stockholm, Sweden. Prof. Tenhunen has held professor position as full professor, invited professor or visiting honorary professor in Finland (TUT, UTU), Sweden (KTH), USA (Cornel U), France (INPG), China (Fudan and Beijing Jiatong Universities), and Hong Kong (Chinese University of Hong Kong), and has an honorary doctorate from Tallinn Technical University.

He has been director of multiple national large scale research programs or being an initiator and director of national or European graduate schools. He has actively contributed on VLSI and SoC design in Finland and Sweden via creating new educational programs and research directions, most lately at European level as being the EU-level Education Director of the new European flagship initiative European Institute of Technology and Innovations (EIT), and its Knowledge and Innovation Community EIT ICT Labs. Prof. Tenhunen has been active in promoting the innovation system and innovation support mechanism in research and education both at national and European level.

Prof. Tenhunen has been a board member in science parks, start-up companies, and has served as advisor or expert for high technology companies and venture capitalists, as well as evaluator for EU and national programs and research institutes. He has supervised over 70 M.Sc. thesis, 39 doctoral thesis, and 8 post-doc. From his doctoral students and post-docs, as of today, 21 are currently professors and associate professors.

Bibliographic Information

  • Book Title: The Dark Side of Silicon

  • Book Subtitle: Energy Efficient Computing in the Dark Silicon Era

  • Editors: Amir M. Rahmani, Pasi Liljeberg, Ahmed Hemani, Axel Jantsch, Hannu Tenhunen

  • DOI: https://doi.org/10.1007/978-3-319-31596-6

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2017

  • Hardcover ISBN: 978-3-319-31594-2Published: 09 January 2017

  • Softcover ISBN: 978-3-319-81074-4Published: 07 July 2018

  • eBook ISBN: 978-3-319-31596-6Published: 31 December 2016

  • Edition Number: 1

  • Number of Pages: VI, 347

  • Number of Illustrations: 36 b/w illustrations, 116 illustrations in colour

  • Topics: Circuits and Systems, Processor Architectures, Electronic Circuits and Devices

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 139.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access