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» Autonomous Computing Systems: A Proof-of-Concept
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CNSR
2005
IEEE
210views Communications» more  CNSR 2005»
13 years 10 months ago
A Framework for Self-Management of Hybrid Wireless Networks Using Autonomic Computing Principles
The dramatic increase in the number of mobile subscribers has put a significant resource and service provisioning strain on current cellular networks in particular in terms of mu...
Chong Shen, Dirk Pesch, James Irvine
ICSE
2005
IEEE-ACM
14 years 8 months ago
Research challenges of autonomic computing
Autonomic computing is a grand-challenge vision of the future in which computing systems will manage themselves in accordance with high-level objectives specified by humans. The I...
Jeffrey O. Kephart
BIOSYSTEMS
2008
85views more  BIOSYSTEMS 2008»
13 years 8 months ago
From a homeostatic to a homeodynamic self
Life as an autonomous homeostatic system is discussed. A mechanism that drives a homeostatic state to an autonomous selfmoving state is examined with two computational cell models...
Takashi Ikegami, Keisuke Suzuki
NPL
2007
109views more  NPL 2007»
13 years 7 months ago
Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing
Autonomous mobile robots form an important research topic in the field of robotics due to their near-term applicability in the real world as domestic service robots. These robots ...
Eric A. Antonelo, Benjamin Schrauwen, Jan M. Van C...
ICAC
2009
IEEE
13 years 5 months ago
Using distributed w-learning for multi-policy optimization in decentralized autonomic systems
Distributed W-Learning (DWL) is a reinforcement learningbased algorithm for multi-policy optimization in agent-based systems. In this poster we propose the use of DWL for decentra...
Ivana Dusparic, Vinny Cahill