Description
Many-Core Computing explores one of the most important developments in computing hardware: the shift from serial, frequency-intensive processing to parallel, energy-efficient multicore computing. The book begins by analyzing the reasons for this shift and the thermal and power challenges of modern processors. The authors have compiled a collection of leading papers and research to provide a comprehensive overview of current hardware and software systems.
The book covers a wide range of topics, including operating systems for multicore processors, parallel programming models, workload assessment tools, and hardware accelerators for deep learning. This work seeks to build a strong bridge between hardware designers and software developers so that future computer systems can take full advantage of the parallel processing power available.
Book Features
- Comprehensive review of contemporary multi-core CPU architectures.
- Analysis of operating system development challenges and resource management in high-performance processors.
- Providing software solutions and advanced linear algebra libraries for optimizing deep learning algorithms.
- Study of methods for modeling power consumption and increasing the stability of embedded systems.
Book specifications
- Publisher: The Institution of Engineering and Technology
- Instructor/Author: Bashir M. Al-Hashimi
- Number of pages: 602
- Number of chapters: 22
- Format: PDF
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