2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) / Institute of Electrical and Electronics Engineers (IEEE).

Format:

Book

Author/Creator:

Institute of Electrical and Electronics Engineers (IEEE), author, issuing body.

Language:

English

Subjects (All):

Autonomic computing--Congresses.

Autonomic computing.

Cloud computing--Congresses.

Cloud computing.

Physical Description:

1 online resource : illustrations

Other Title:

2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems

Place of Publication:

Piscataway, New Jersey : Institute of Electrical and Electronics Engineers (IEEE), 2019.

Summary:

Emergent software systems take a reward signal, an environment signal, and a collection of possible behavioural compositions implementing the system logic in a variety of ways, to learn in real-time how to best assemble a system to maximise reward. This reduces the burden of complexity in systems building by making human programmers responsible only for developing potential building blocks while the system determines how best to use them in its deployment conditions - with no architectural models or training regimes. Instead of adaptation being a special capability, emergent systems treat adaptation as continuous self-assembly, where a system is constantly reviewing its own behavioural composition to find alternative building blocks which better suit the currently perceived environment.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9781728124063

1728124069