TY - CHAP
T1 - Self-adaptation in Collective Self-aware Computing Systems
AU - Kephart, Jeffrey O.
AU - Diaconescu, Ada
AU - Giese, Holger
AU - Robertsson, Anders
AU - Abdelzaher, Tarek
AU - Lewis, Peter
AU - Filieri, Antonio
AU - Esterle, Lukas
AU - Frey, Sylvain
PY - 2017/2/21
Y1 - 2017/2/21
N2 - The goals of this chapter are to identify the challenges involved in selfadaptation (including learning and knowledge sharing) of multiple self-aware systems (or system collectives). We shall discuss the techniques available for dealing with the challenges identified (e.g., algorithms for conflict resolution, collective learning, and negotiation protocols), and which are appropriate given assumptions regarding the collective system architecture.We refer to notions of knowledge, learning, and adaptation; various self-awareness levels; and reference scenarios introduced in Chap. 4.
AB - The goals of this chapter are to identify the challenges involved in selfadaptation (including learning and knowledge sharing) of multiple self-aware systems (or system collectives). We shall discuss the techniques available for dealing with the challenges identified (e.g., algorithms for conflict resolution, collective learning, and negotiation protocols), and which are appropriate given assumptions regarding the collective system architecture.We refer to notions of knowledge, learning, and adaptation; various self-awareness levels; and reference scenarios introduced in Chap. 4.
UR - http://www.scopus.com/inward/record.url?scp=85047270631&partnerID=8YFLogxK
UR - https://link.springer.com/chapter/10.1007%2F978-3-319-47474-8_13
U2 - 10.1007/978-3-319-47474-8_13
DO - 10.1007/978-3-319-47474-8_13
M3 - Chapter
AN - SCOPUS:85047270631
SN - 9783319474724
SP - 401
EP - 435
BT - Self-Aware Computing Systems
PB - Springer
ER -