Autonomous Systems 2015

Produktbeschreibung

As foundations of autonomous (computing) systems, hardware modules being fast and as ­compact as on-chip networks, novel hardware-based security and verification procedures to prove their dependability are considered. Owing to their growing complexity and their embedding in complex environments, their design becomes more and more tedious. As a relief in this situation, interdisciplinary ideas combining models, analytical methods, simulations and architectural concepts are developed. Matching the broad application range of autonomous systems, theoretical approaches and algorithmic solutions based on game and graph theory, but also on methods such as simulation, big data processing, data mining and classification aim to ensure secure, fault-tolerant and uninterrupted operation and data communication with their environments. It is striven to endow autonomous systems with capabilities of self-organisation and adaptability as necessary to meet the needs of users and the surrounding world by employing methods from statistics, machine learning, searching, content and natural language processing.

Keywords: 384210, 84210, Fortschritt-Berichte VDI, Reihe 10, Autonomous Systems; Methods and Algorithms; Concepts; Hardware ­Architectures; Computer Networks; Natural Language Processing; Modeling and Simulation; Security; Big Data,