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Network and Parallel Computing
This book constitutes the refereed post-proceedings of the 9th IFIP International Conference on Network and Parallel Computing, NPC 2012, held in Gwangju, Korea, in September 2012. The 38 papers presented were carefully reviewed and selected from 136 submissions. The papers are organized in the following topical sections: algorithms, scheduling, analysis, and data mining; network architecture and protocol design; network security; paralel, distributed, and virtualization techniques; performance modeling, prediction, and tuning; resource management; ubiquitous communications and networks; and web, communication, and cloud computing. In addition, a total of 37 papers selected from five satellite workshops (ATIMCN, ATSME, Cloud&Grid, DATICS, and UMAS 2012) are included.
Advanced Computer Architecture
This book constitutes the refereed proceedings of the 13th Conference on Advanced Computer Architecture, ACA 2020, held in Kunming, China, in August 2020. Due to the COVID-19 pandemic the conference was held online. The 24 revised full papers presented were carefully reviewed and selected from 105 submissions. The papers of this volume are organized in topical sections on: interconnection network, router and network interface architecture; accelerator-based, application-specific and reconfigurable architecture; processor, memory, and storage systems architecture; model, simulation and evaluation of architecture; new trends of technologies and applications.
Shaping the Digital Enterprise
This book sheds light on cross-industry and industry-specific trends in today’s digital economy. Prepared by a group of international researchers, experts and practitioners under the auspices of SAP’s Digital Thought Leadership & Enablement team within SAP’s Business Transformation Services (BTS) unit, the book furthermore presents relevant use cases in digital transformation and innovation. The book argues that breakthrough technologies have matured and hit scale together, enabling five defining trends: hyper-connectivity, supercomputing, cloud computing, a smarter world, and cyber security. It presents in detail how companies are now reimagining their products and services, business ...
Built-in Fault-Tolerant Computing Paradigm for Resilient Large-Scale Chip Design
With the end of Dennard scaling and Moore’s law, IC chips, especially large-scale ones, now face more reliability challenges, and reliability has become one of the mainstay merits of VLSI designs. In this context, this book presents a built-in on-chip fault-tolerant computing paradigm that seeks to combine fault detection, fault diagnosis, and error recovery in large-scale VLSI design in a unified manner so as to minimize resource overhead and performance penalties. Following this computing paradigm, we propose a holistic solution based on three key components: self-test, self-diagnosis and self-repair, or “3S” for short. We then explore the use of 3S for general IC designs, general-pu...
AI in Wireless for Beyond 5G Networks
Artificial intelligence (AI) is a game changer in many domains, and wireless communication networks are no exception. With the advent of 5G networks, we have witnessed rapid growth in wireless connectivity, which has led to unprecedented opportunities for innovation and new use cases. However, as we move beyond 5G (B5G), the challenges and opportunities are set to become even more significant, offering new, previously unimaginable services. AI in Wireless for Beyond 5G Networks provides a comprehensive overview of the use of AI in wireless communication for B5G networks. The authors draw on their expertise in the field to explore the latest developments in AI technologies and their applicati...
Parallel Computer Organization and Design
Teaching fundamental design concepts and the challenges of emerging technology, this textbook prepares students for a career designing the computer systems of the future. In-depth coverage of complexity, power, reliability and performance, coupled with treatment of parallelism at all levels, including ILP and TLP, provides the state-of-the-art training that students need. The whole gamut of parallel architecture design options is explained, from core microarchitecture to chip multiprocessors to large-scale multiprocessor systems. All the chapters are self-contained, yet concise enough that the material can be taught in a single semester, making it perfect for use in senior undergraduate and graduate computer architecture courses. The book is also teeming with practical examples to aid the learning process, showing concrete applications of definitions. With simple models and codes used throughout, all material is made open to a broad range of computer engineering/science students with only a basic knowledge of hardware and software.
Deep Learning for Computer Architects
Machine learning, and specifically deep learning, has been hugely disruptive in many fields of computer science. The success of deep learning techniques in solving notoriously difficult classification and regression problems has resulted in their rapid adoption in solving real-world problems. The emergence of deep learning is widely attributed to a virtuous cycle whereby fundamental advancements in training deeper models were enabled by the availability of massive datasets and high-performance computer hardware. This text serves as a primer for computer architects in a new and rapidly evolving field. We review how machine learning has evolved since its inception in the 1960s and track the ke...
Towards Neuromorphic Machine Intelligence
Towards Neuromorphic Machine Intelligence: Spike-Based Representation, Learning, and Applications provides readers with in-depth understanding of Spiking Neural Networks (SNNs), which is a burgeoning research branch of Artificial Neural Networks (ANNs), AI, and Machine Learning that sits at the heart of the integration between Computer Science and Neural Engineering. In recent years, neural networks have re-emerged in relation to AI, representing a well-grounded paradigm rooted in disciplines from physics and psychology to information science and engineering.This book represents one of the established cross-over areas where neurophysiology, cognition, and neural engineering coincide with the...
Reflecting Mirrors
This book is the first comprehensive treatment of the Huayan school of East Asian Buddhism in a Western language. This school, which received its name from the Chinese translation of the important Mahayana scripture, the Buddhavatam sakasutra, flourished in China during the Tang dynasty (618-907) and spread to Korea and Japan as well. The reader gains an insight into the development of Huayan Buddhism: The compilation of its base text, the Buddhavatam sakasutra, the establishment of Huayan tradition as a special form of East Asian Buddhism and its visual representations. The book consists of five chapters: 1. State of Field, 2. The Buddhavatam. sakasutra, 3. Huayan in China, 4. Hwaom/Kegon in Korea and Japan, and 5. Huayan/Hwaom/Kegon Art. The following scholars contributed to this volume: Aramaki Noritoshi, Jana Benicka, Choe Yeonshik, Bernard Faure, Frederic Girard, Imre Hamar, Huang Yi-hsun, Ishii Kosei, Kimura Kiyotaka, Charles Muller, Jan Nattier, Otake Susumu, Joerg Plassen, Wei Daoru, Dorothy Wong, Zhu Qingzhi. Included are bibliographies of secondary sources on Huayan Buddhism in Western languages, Japanese, Chinese and Korean.
The Subject in Crisis in Contemporary Chinese Literature
During the 1980s & 1990s the crippled agent who fails to realise the humanist autonomy envisioned by post-Mao theorists remained a common subject of Chinese literature. Rong Cai studies the work of five contemporary writers & assesses the reasons for the popularity of this subject.
