… the feasibility of using online RL to learn resource valuation estimates (in lookup table
form) which can be used to make high-quality server allocation decisions in a multi-application …

… for online performance management and resource allocation [30–33]… to autonomic resource
allocation. In: Proc. of ICAC-06, pp. … resource allocation: First results. In: Proc. of ICAC05, pp. …

… AUTONOMIC RESOURCE MANAGEMENT This section provides an overview of our autonomic
computing approach for the resource allocation … the joint resource allocation policies as …

… This paper focuses primarily on resource allocation policies … Resource allocation as an MDP
With long lasting executions, … , our controller takes resource allocation decisions regularly. …

… According to general principles of autonomic computing, resource allocation decisions …
This yields a smaller grid for Q, which learns faster but is still effective for resource allocation…

… To overcome this limitation, this paper presents an autonomic resource allocation framework
that adjusts the computing resources in cloud on the basis of incoming load of the service-…

… to serve requests and autonomic techniques have been … dispatcher which controls the
allocation of applications to servers, … a resource allocation scheduler for such multi-tier autonomic …

… of resources by connecting large numbers of individual computers, eg Grids and P2PNetworks.
Self-organization, like proposed by the Autonomic … mechanism for resource allocation in …

… model for autonomic resource allocation in a … allocation process. We describe the agents
classes involved and propose planning networks as a strategy to guide the resource allocation …

… of our autonomic resource management scheme for optimizing resource use in autonomic
… However, unlike [2] as well as other previous autonomic resource allocation strategies[5], […