TY - CHAP
T1 - State of the art and research challenges in the area of autonomous control for a reliable internet of services
AU - van der Mei, Rob
AU - van den Berg, Hans
AU - Ganchev, Ivan
AU - Tutschku, Kurt
AU - Leitner, Philipp
AU - Lassila, Pasi
AU - Burakowski, Wojciech
AU - Liberal, Fidel
AU - Arvidsson, Åke
AU - Hoβfeld, Tobias
AU - Wac, Katarzyna
AU - Melvin, Hugh
AU - Grbac, Tihana Galinac
AU - Haddad, Yoram
AU - Key, Peter
PY - 2018/1/1
Y1 - 2018/1/1
N2 - The explosive growth of the Internet has fundamentally changed the global society. The emergence of concepts like service-oriented architecture (SOA), Software as a Service (SaaS), Platform as a Service (PaaS), Infrastructure as a Service (IaaS), Network as a Service (NaaS) and Cloud Computing in general has catalyzed the migration from the information-oriented Internet into an Internet of Services (IoS). This has opened up virtually unbounded possibilities for the creation of new and innovative services that facilitate business processes and improve the quality of life. However, this also calls for new approaches to ensuring quality and reliability of these services. The goal of this book chapter is to first analyze the state-of-the-art in the area of autonomous control for a reliable IoS and then to identify the main research challenges within it. A general background and high-level description of the current state of knowledge is presented. Then, for each of the three subareas, namely the autonomous management and real-time control, methods and tools for monitoring and service prediction, and smart pricing and competition in multi-domain systems, a brief general introduction and background are presented, and a list of key research challenges is formulated.
AB - The explosive growth of the Internet has fundamentally changed the global society. The emergence of concepts like service-oriented architecture (SOA), Software as a Service (SaaS), Platform as a Service (PaaS), Infrastructure as a Service (IaaS), Network as a Service (NaaS) and Cloud Computing in general has catalyzed the migration from the information-oriented Internet into an Internet of Services (IoS). This has opened up virtually unbounded possibilities for the creation of new and innovative services that facilitate business processes and improve the quality of life. However, this also calls for new approaches to ensuring quality and reliability of these services. The goal of this book chapter is to first analyze the state-of-the-art in the area of autonomous control for a reliable IoS and then to identify the main research challenges within it. A general background and high-level description of the current state of knowledge is presented. Then, for each of the three subareas, namely the autonomous management and real-time control, methods and tools for monitoring and service prediction, and smart pricing and competition in multi-domain systems, a brief general introduction and background are presented, and a list of key research challenges is formulated.
KW - Autonomous control
KW - Autonomous management
KW - Internet of services (IoS)
KW - Service monitoring
KW - Service prediction
KW - Smart pricing
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U2 - 10.1007/978-3-319-90415-3_1
DO - 10.1007/978-3-319-90415-3_1
M3 - Chapter
AN - SCOPUS:85047992970
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 1
EP - 22
BT - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PB - Springer Verlag
ER -