The Vision of Autonomic Computing
Computer
Pastry: Scalable, Decentralized Object Location, and Routing for Large-Scale Peer-to-Peer Systems
Middleware '01 Proceedings of the IFIP/ACM International Conference on Distributed Systems Platforms Heidelberg
Gossip-Based Computation of Aggregate Information
FOCS '03 Proceedings of the 44th Annual IEEE Symposium on Foundations of Computer Science
Gossiping and broadcasting versus computing functions in networks
Discrete Applied Mathematics - Special issue on international workshop on algorithms, combinatorics, and optimization in interconnection networks (IWACOIN '99)
On lifetime-based node failure and stochastic resilience of decentralized peer-to-peer networks
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Gossip-based aggregation in large dynamic networks
ACM Transactions on Computer Systems (TOCS)
ATEC '04 Proceedings of the annual conference on USENIX Annual Technical Conference
The promise, and limitations, of gossip protocols
ACM SIGOPS Operating Systems Review - Gossip-based computer networking
A situatedness-based knowledge plane for autonomic networking
International Journal of Network Management
Towards a P2P-based deployment of network management information
AIMS'10 Proceedings of the Mechanisms for autonomous management of networks and services, and 4th international conference on Autonomous infrastructure, management and security
Robust monitoring of network-wide aggregates through gossiping
IEEE Transactions on Network and Service Management
Scribe: a large-scale and decentralized application-level multicast infrastructure
IEEE Journal on Selected Areas in Communications
Towards self-adaptive management frameworks: the case of aggregated information monitoring
Proceedings of the 7th International Conference on Network and Services Management
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Recently, numerous management approaches have emerged in order to manage networks and services in a decentralized and autonomous way. Some of them propose to minimize their cost by using a situated view when collecting aggregates for the decision making process, while others propose to improve their accuracy by using a more conventional approach which is global view. So far, little attention is given to the evaluation of situated view while many studies propose to evaluate global approaches. As a consequence, there is no work in the literature that compares the performance of situated and global aggregation schemes. Being able to choose the suitable approach for a given context is still a real challenge. Mastering it will ensure the efficiency of the autonomous management system. In this paper, we present a comparative study of situated and global schemes deployed over large scale and dynamic networks. We consider two factors: network and information dynamics. We implement typical aggregation schemes from each category and then we compare them according to the accuracy of the estimated aggregates and the efficiency of the decision making process.