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6 Hardware-Aware Execution

  • Wayne Luk , Ce Guo , Henning Funke , Jens Teubner , Erik Schultheis , Rohit Babbar , Helena Kotthaus and Peter Marwedel
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Volume 1 Machine Learning under Resource Constraints - Fundamentals
This chapter is in the book Volume 1 Machine Learning under Resource Constraints - Fundamentals
© 2022 Walter de Gruyter GmbH, Berlin/Boston

© 2022 Walter de Gruyter GmbH, Berlin/Boston

Chapters in this book

  1. Frontmatter I
  2. Contents VII
  3. Preface XI
  4. 1 Introduction 1
  5. Data Gathering and Resource Measuring 15
  6. 3 Streaming Data, Small Devices 71
  7. 4 Structured Data 99
  8. 5 Cluster Analysis 179
  9. 6 Hardware-Aware Execution 249
  10. 7 Memory Awareness 305
  11. 8 Communication Awareness 359
  12. 9 Energy Awareness 405
  13. Bibliography 437
  14. Index 485
  15. List of Contributors 489
https://doi.org/10.1515/9783110785944-006

Chapters in this book

  1. Frontmatter I
  2. Contents VII
  3. Preface XI
  4. 1 Introduction 1
  5. Data Gathering and Resource Measuring 15
  6. 3 Streaming Data, Small Devices 71
  7. 4 Structured Data 99
  8. 5 Cluster Analysis 179
  9. 6 Hardware-Aware Execution 249
  10. 7 Memory Awareness 305
  11. 8 Communication Awareness 359
  12. 9 Energy Awareness 405
  13. Bibliography 437
  14. Index 485
  15. List of Contributors 489
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