[{"date_created":"2017-10-17T12:42:39Z","abstract":[{"text":"Peer-to-peer systems scale to millions of nodes and provide routing and storage functions with best effort quality. In order to provide a guaranteed quality of the overlay functions, even under strong dynamics in the network with regard to peer capacities, online participation and usage patterns, we propose to calibrate the peer-to-peer overlay and to autonomously learn which qualities can be reached. For that, we simulate the peer-to-peer overlay systematically under a wide range of parameter configurations and use neural networks to learn the effects of the configurations on the quality metrics. Thus, by choosing a specific quality setting by the overlay operator, the network can tune itself to the learned parameter configurations that lead to the desired quality. Evaluation shows that the presented self-calibration succeeds in learning the configuration-quality interdependencies and that peer-to-peer systems can learn and adapt their behavior according to desired quality goals.","lang":"eng"}],"file":[{"success":1,"open_access":1,"file_size":629234,"date_updated":"2018-03-15T10:30:09Z","file_id":"1285","content_type":"application/pdf","relation":"main_file","date_created":"2018-03-15T10:30:09Z","creator":"florida","file_name":"548-Bootstrapping.Skynet.Calibration.and.Autonomic.Self-Control.of.Structured.P2P.Networks_01.pdf","access_level":"closed"}],"page":"1-5","language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901"},{"_id":"5","name":"SFB 901 - Subprojekt A1"},{"_id":"2","name":"SFB 901 - Project Area A"}],"author":[{"full_name":"Graffi, Kalman","last_name":"Graffi","first_name":"Kalman"},{"last_name":"Klerx","full_name":"Klerx, Timo","first_name":"Timo"}],"file_date_updated":"2018-03-15T10:30:09Z","citation":{"apa":"Graffi, K., &#38; Klerx, T. (2013). Bootstrapping Skynet: Calibration and Autonomic Self-Control of Structured Peer-to-Peer Networks. In <i>Proceedings of the International Conference on Peer-to-Peer Computing (P2P’13)</i> (pp. 1–5). <a href=\"https://doi.org/10.1109/P2P.2013.6688720\">https://doi.org/10.1109/P2P.2013.6688720</a>","ieee":"K. Graffi and T. Klerx, “Bootstrapping Skynet: Calibration and Autonomic Self-Control of Structured Peer-to-Peer Networks,” in <i>Proceedings of the International Conference on Peer-to-Peer Computing (P2P’13)</i>, 2013, pp. 1–5.","short":"K. Graffi, T. Klerx, in: Proceedings of the International Conference on Peer-to-Peer Computing (P2P’13), 2013, pp. 1–5.","chicago":"Graffi, Kalman, and Timo Klerx. “Bootstrapping Skynet: Calibration and Autonomic Self-Control of Structured Peer-to-Peer Networks.” In <i>Proceedings of the International Conference on Peer-to-Peer Computing (P2P’13)</i>, 1–5, 2013. <a href=\"https://doi.org/10.1109/P2P.2013.6688720\">https://doi.org/10.1109/P2P.2013.6688720</a>.","bibtex":"@inproceedings{Graffi_Klerx_2013, title={Bootstrapping Skynet: Calibration and Autonomic Self-Control of Structured Peer-to-Peer Networks}, DOI={<a href=\"https://doi.org/10.1109/P2P.2013.6688720\">10.1109/P2P.2013.6688720</a>}, booktitle={Proceedings of the International Conference on Peer-to-Peer Computing (P2P’13)}, author={Graffi, Kalman and Klerx, Timo}, year={2013}, pages={1–5} }","ama":"Graffi K, Klerx T. Bootstrapping Skynet: Calibration and Autonomic Self-Control of Structured Peer-to-Peer Networks. In: <i>Proceedings of the International Conference on Peer-to-Peer Computing (P2P’13)</i>. ; 2013:1-5. doi:<a href=\"https://doi.org/10.1109/P2P.2013.6688720\">10.1109/P2P.2013.6688720</a>","mla":"Graffi, Kalman, and Timo Klerx. “Bootstrapping Skynet: Calibration and Autonomic Self-Control of Structured Peer-to-Peer Networks.” <i>Proceedings of the International Conference on Peer-to-Peer Computing (P2P’13)</i>, 2013, pp. 1–5, doi:<a href=\"https://doi.org/10.1109/P2P.2013.6688720\">10.1109/P2P.2013.6688720</a>."},"_id":"548","publication":"Proceedings of the International Conference on Peer-to-Peer Computing (P2P'13)","date_updated":"2019-04-11T14:17:16Z","title":"Bootstrapping Skynet: Calibration and Autonomic Self-Control of Structured Peer-to-Peer Networks","ddc":["040"],"year":"2013","status":"public","accept":"1","doi":"10.1109/P2P.2013.6688720","department":[{"_id":"79"}],"user_id":"477","type":"conference"}]