Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- Acknowledgements
- 1 Introduction
- 2 Data Storage: Physical Allocation and Logical Format
- 3 Main Memory: The Physical Space
- 4 Buffer Replacement Algorithms
- 5 In-Memory Data Processing in Large Data Centers
- 6 GPU Computing: A New Algorithm-to-Architecture Interaction
- 7 GPU for Structured Data
- 8 GPU for Spatial Data: A Case Study in Pathology Imaging Applications
- 9 Ray Tracing Hardware in GPUs for Accelerated Computation
- 10 The Future of Computing: Synergies in Data Management and System Architecture
- References
- Index
4 - Buffer Replacement Algorithms
Published online by Cambridge University Press: 21 November 2024
- Frontmatter
- Dedication
- Contents
- Preface
- Acknowledgements
- 1 Introduction
- 2 Data Storage: Physical Allocation and Logical Format
- 3 Main Memory: The Physical Space
- 4 Buffer Replacement Algorithms
- 5 In-Memory Data Processing in Large Data Centers
- 6 GPU Computing: A New Algorithm-to-Architecture Interaction
- 7 GPU for Structured Data
- 8 GPU for Spatial Data: A Case Study in Pathology Imaging Applications
- 9 Ray Tracing Hardware in GPUs for Accelerated Computation
- 10 The Future of Computing: Synergies in Data Management and System Architecture
- References
- Index
Summary
Addressing the challenges associated with data movement within the memory hierarchy, this chapter explores solutions from both hardware and systems software perspectives. It places special emphasis on buffer management techniques aimed at optimizing data movement and reducing access latency. The chapter also delves into the significance of nonvolatile memory (NVM), particularly flash memory devices, and their role in mitigating access latency within the memory hierarchy. Readers gain insights into strategies employed to minimize data movement, enhancing overall memory performance, a critical aspect of efficient data management.
- Type
- Chapter
- Information
- Data ManagementInteractions with Computer Architecture and Systems, pp. 82 - 108Publisher: Cambridge University PressPrint publication year: 2024