Aniello Castiglione

Yongxuan Lai

Tian Wang

Min Jiang

Guangquan Xu

Wei Liang

The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021. The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems. The papers were organized in topical sections as follows: Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science; Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT; Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.

21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part I

Algorithms and Architectures for Parallel Processing

Haibin Yu

Peng Zeng

Meng Zheng

Chi Xu

Xi Jin

With the rapid proliferation of information and communications technology, industrial automation has undergone a sweeping transformation toward intelligent manufacturing. Wireless communication is widely considered to be one of the key technologies enabling intelligent manufacturing. On one hand, deterministic communication with high reliability and low latency is typically required in industrial automation applications. On the other hand, wireless communication in industrial settings is hindered by strictly limited communication resources and many other factors which mainly derive from the shared and error-prone nature of the wireless channels used. The limited communication resources and harsh channel conditions pose considerable challenges for reliable, real-time data transmission in industrial wireless networks. Resource optimization methods are vital to ensuring the deterministic performance of industrial wireless networks. Traditional resource optimization methods adopt the isolated resource optimization methods for each protocol layer, which is inherently local-optimal and leads performance uncontrollable. To focus on “Performance Controllable Industrial Wireless Networks”, this book presents thejoint resource optimization methods across multiple protocol layers for industrial wireless networks; reviews recent, major advances; and discusses the practical implementations of the proposed methods. The joint resource optimization methods discussed here will greatly benefit scientists and researchers in the areas of industrial automation and Industrial Internet of Things. To gain the most from this book, readers should have a fundamental grasp of wireless communication, scheduling theory, and convex optimization.

Performance Controllable Industrial Wireless Networks

"Zhongli Li, you're mine." "Even Ouyang Xuan's confession was so domineering." Ah, don't tease me. "Zhong Li sneered, his gaze falling on his protruding abdomen." There is a small life here, and it belongs to another man. He knew his ex-husband, who had been in love for five years, could betray him, let alone this foppish young master in the eyes of everyone in Xi City. How could Zhong Li believe him? How could he dare to believe it!

Volume 4

My Childhood Love

Volume 1

21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part II

Wei Liang

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