Efficient Execution of Irregular Dataflow Graphs - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Efficient Execution of Irregular Dataflow Graphs write by Nimish Shah. This book was released on 2023-08-14. Efficient Execution of Irregular Dataflow Graphs available in PDF, EPUB and Kindle. This book focuses on the acceleration of emerging irregular sparse workloads, posed by novel artificial intelligent (AI) models and sparse linear algebra. Specifically, the book outlines several co-optimized hardware-software solutions for a highly promising class of emerging sparse AI models called Probabilistic Circuit (PC) and a similar sparse matrix workload for triangular linear systems (SpTRSV). The authors describe optimizations for the entire stack, targeting applications, compilation, hardware architecture and silicon implementation, resulting in orders of magnitude higher performance and energy-efficiency compared to the existing state-of-the-art solutions. Thus, this book provides important building blocks for the upcoming generation of edge AI platforms.
Efficient Generation and Execution of DAG-structured Query Graphs
Efficient Generation and Execution of DAG-structured Query Graphs - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Efficient Generation and Execution of DAG-structured Query Graphs write by Thomas Neumann. This book was released on 2005. Efficient Generation and Execution of DAG-structured Query Graphs available in PDF, EPUB and Kindle.
Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems
Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems write by Paul Lokuciejewski. This book was released on 2010-09-24. Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems available in PDF, EPUB and Kindle. For real-time systems, the worst-case execution time (WCET) is the key objective to be considered. Traditionally, code for real-time systems is generated without taking this objective into account and the WCET is computed only after code generation. Worst-Case Execution Time Aware Compilation Techniques for Real-Time Systems presents the first comprehensive approach integrating WCET considerations into the code generation process. Based on the proposed reconciliation between a compiler and a timing analyzer, a wide range of novel optimization techniques is provided. Among others, the techniques cover source code and assembly level optimizations, exploit machine learning techniques and address the design of modern systems that have to meet multiple objectives. Using these optimizations, the WCET of real-time applications can be reduced by about 30% to 45% on the average. This opens opportunities for decreasing clock speeds, costs and energy consumption of embedded processors. The proposed techniques can be used for all types real-time systems, including automotive and avionics IT systems.
Proceedings of the 1990 International Conference on Parallel Processing
Proceedings of the 1990 International Conference on Parallel Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Proceedings of the 1990 International Conference on Parallel Processing write by Benjamin W. Wah. This book was released on 1990. Proceedings of the 1990 International Conference on Parallel Processing available in PDF, EPUB and Kindle.
Algorithms and Architectures for Parallel Processing
Algorithms and Architectures for Parallel Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Algorithms and Architectures for Parallel Processing write by Weizhi Meng. This book was released on 2023-01-10. Algorithms and Architectures for Parallel Processing available in PDF, EPUB and Kindle. This book constitutes the refereed proceedings of the 22nd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2022, which was held in October 2022. Due to COVID-19 pandemic the conference was held virtually. The 33 full papers and 10 short papers, presented were carefully reviewed and selected from 91 submissions. The papers cover many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems
