{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T20:28:49Z","timestamp":1754598529699},"publisher-location":"Berlin, Heidelberg","reference-count":31,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642233999"},{"type":"electronic","value":"9783642234002"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-23400-2_49","type":"book-chapter","created":{"date-parts":[[2011,8,17]],"date-time":"2011-08-17T07:34:15Z","timestamp":1313566455000},"page":"528-540","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Asynchronous Peer-to-Peer Data Mining with Stochastic Gradient Descent"],"prefix":"10.1007","author":[{"given":"R\u00f3bert","family":"Orm\u00e1ndi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Istv\u00e1n","family":"Heged\u0171s","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M\u00e1rk","family":"Jelasity","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"49_CR1","doi-asserted-by":"crossref","unstructured":"Bai, X., Bertier, M., Guerraoui, R., Kermarrec, A.-M., Leroy, V.: Gossiping personalized queries. In: Proc. 13th Intl. Conf. on Extending Database Technology (EBDT 2010) (2010)","DOI":"10.1145\/1739041.1739055"},{"key":"49_CR2","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1145\/1651274.1651288","volume-title":"Proc. 1st ACM Intl. Workshop on Complex Networks Meet Information & Knowledge Management (CNIKM 2009)","author":"A. Bakker","year":"2009","unstructured":"Bakker, A., Ogston, E., van Steen, M.: Collaborative filtering using random neighbours in peer-to-peer networks. In: Proc. 1st ACM Intl. Workshop on Complex Networks Meet Information & Knowledge Management (CNIKM 2009), pp. 67\u201375. ACM, New York (2009)"},{"key":"49_CR3","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1145\/1578002.1578010","volume-title":"Proc. Second ACM EuroSys Workshop on Social Network Systems (SNS 2009)","author":"S. Buchegger","year":"2009","unstructured":"Buchegger, S., Schi\u00f6berg, D., Vu, L.-H., Datta, A.: PeerSoN: P2P social networking: early experiences and insights. In: Proc. Second ACM EuroSys Workshop on Social Network Systems (SNS 2009), pp. 46\u201352. ACM, New York (2009)"},{"key":"49_CR4","doi-asserted-by":"publisher","first-page":"1155","DOI":"10.1162\/neco.2007.19.5.1155","volume":"19","author":"O. Chapelle","year":"2007","unstructured":"Chapelle, O.: Training a support vector machine in the primal. Neural Computation\u00a019, 1155\u20131178 (2007)","journal-title":"Neural Computation"},{"key":"49_CR5","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1162666.1162668","volume-title":"Proc. 2006 SIGCOMM Workshop on Large-Scale Attack Defense (LSAD 2006)","author":"S.G. Cheetancheri","year":"2006","unstructured":"Cheetancheri, S.G., Agosta, J.M., Dash, D.H., Levitt, K.N., Rowe, J., Schooler, E.M.: A distributed host-based worm detection system. In: Proc. 2006 SIGCOMM Workshop on Large-Scale Attack Defense (LSAD 2006), pp. 107\u2013113. ACM, New York (2006)"},{"key":"49_CR6","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511801389","volume-title":"An introduction to Support Vector Machines and other kernel-based learning methods","author":"N. Cristianini","year":"2000","unstructured":"Cristianini, N., Shawe-Taylor, J.: An introduction to Support Vector Machines and other kernel-based learning methods. Cambridge University Press, Cambridge (2000)"},{"key":"49_CR7","doi-asserted-by":"publisher","first-page":"1372","DOI":"10.1109\/TKDE.2008.222","volume":"21","author":"S. Datta","year":"2009","unstructured":"Datta, S., Giannella, C., Kargupta, H.: Approximate distributed k-means clustering over a peer-to-peer network. IEEE Trans. on Knowl. and Data Eng.\u00a021, 1372\u20131388 (2009)","journal-title":"IEEE Trans. on Knowl. and Data Eng."},{"key":"49_CR8","volume-title":"Pattern Classification","author":"R.O. Duda","year":"2000","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. Wiley Interscience, Hoboken (2000)","edition":"2"},{"issue":"7","key":"49_CR9","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"R.A. Fisher","year":"1936","unstructured":"Fisher, R.A.: The use of multiple measurements in taxonomic problems. Annals of Eugenics\u00a07(7), 179\u2013188 (1936)","journal-title":"Annals of Eugenics"},{"key":"49_CR10","unstructured":"Frank, A., Asuncion, A.: UCI machine learning repository (2010)"},{"key":"49_CR11","first-page":"545","volume-title":"Advances in Neural Information Processing Systems 17","author":"I. Guyon","year":"2004","unstructured":"Guyon, I., Hur, A.B., Gunn, S., Dror, G.: Result analysis of the nips 2003 feature selection challenge. In: Advances in Neural Information Processing Systems 17, pp. 545\u2013552. MIT Press, Cambridge (2004)"},{"key":"49_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1007\/978-3-540-24775-3_13","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"P. Han","year":"2004","unstructured":"Han, P., Xie, B., Yang, F., Wang, J., Shen, R.: A novel distributed collaborative filtering algorithm and its implementation on p2p overlay network. In: Dai, H., Srikant, R., Zhang, C. (eds.) PAKDD 2004. LNCS (LNAI), vol.\u00a03056, pp. 106\u2013115. Springer, Heidelberg (2004)"},{"key":"49_CR13","unstructured":"Hensel, C., Dutta, H.: GADGET SVM: a gossip-based sub-gradient svm solver. In: Intl. Conf. on Machine Learning (ICML), Numerical Mathematics in Machine Learning Workshop (2009)"},{"key":"49_CR14","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/11734697_1","volume-title":"Engineering Self-Organising Systems","author":"M. Jelasity","year":"2006","unstructured":"Jelasity, M., Babaoglu, O.: T-man: Gossip-based overlay topology management. In: Brueckner, S.A., Di Marzo Serugendo, G., Hales, D., Zambonelli, F. (eds.) ESOA 2005. LNCS (LNAI), vol.\u00a03910, pp. 1\u201315. Springer, Heidelberg (2006)"},{"issue":"3","key":"49_CR15","doi-asserted-by":"publisher","first-page":"219","DOI":"10.1145\/1082469.1082470","volume":"23","author":"M. Jelasity","year":"2005","unstructured":"Jelasity, M., Montresor, A., Babaoglu, O.: Gossip-based aggregation in large dynamic networks. ACM Transactions on Computer Systems\u00a023(3), 219\u2013252 (2005)","journal-title":"ACM Transactions on Computer Systems"},{"issue":"3","key":"49_CR16","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1145\/1275517.1275520","volume":"25","author":"M. Jelasity","year":"2007","unstructured":"Jelasity, M., Voulgaris, S., Guerraoui, R., Kermarrec, A.M., van Steen, M.: Gossip-based peer sampling. ACM Transactions on Computer Systems\u00a025(3), 8 (2007)","journal-title":"ACM Transactions on Computer Systems"},{"key":"49_CR17","first-page":"169","volume-title":"Advances in Kernel Methods - Support Vector Learning","author":"T. Joachims","year":"1999","unstructured":"Joachims, T.: Making large-scale SVM learning practical. In: Sch\u00f6lkopf, B., Burges, C., Smola, A. (eds.) Advances in Kernel Methods - Support Vector Learning, ch. 11, pp. 169\u2013184. MIT Press, Cambridge (1999)"},{"key":"49_CR18","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1109\/SFCS.2003.1238221","volume-title":"Proc. 44th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2003)","author":"D. Kempe","year":"2003","unstructured":"Kempe, D., Dobra, A., Gehrke, J.: Gossip-based computation of aggregate information. In: Proc. 44th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2003), pp. 482\u2013491. IEEE Computer Society, Los Alamitos (2003)"},{"key":"49_CR19","first-page":"681","volume-title":"Proc. 26th Annual Intl. Conf. on Machine Learning, ICML 2009","author":"J. Ma","year":"2009","unstructured":"Ma, J., Saul, L.K., Savage, S., Voelker, G.M.: Identifying suspicious urls: an application of large-scale online learning. In: Proc. 26th Annual Intl. Conf. on Machine Learning, ICML 2009, pp. 681\u2013688. ACM, New York (2009)"},{"key":"49_CR20","first-page":"123","volume-title":"Proc. 25th Annual ACM Symposium on Principles of Distributed Computing (PODC)","author":"L. Massouli\u00e9","year":"2006","unstructured":"Massouli\u00e9, L., Merrer, E.L., Kermarrec, A.M., Ganesh, A.: Peer counting and sampling in overlay networks: random walk methods. In: Proc. 25th Annual ACM Symposium on Principles of Distributed Computing (PODC), pp. 123\u2013132. ACM, New York (2006)"},{"key":"49_CR21","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1109\/P2P.2009.5284506","volume-title":"Proc. 9th IEEE Intl. Conf. on Peer-to-Peer Computing (P2P 2009)","author":"A. Montresor","year":"2009","unstructured":"Montresor, A., Jelasity, M.: Peersim: A scalable P2P simulator. In: Proc. 9th IEEE Intl. Conf. on Peer-to-Peer Computing (P2P 2009), pp. 99\u2013100. IEEE, Los Alamitos (2009), extended abstract"},{"issue":"7","key":"49_CR22","doi-asserted-by":"publisher","first-page":"2997","DOI":"10.1109\/TIT.2008.924648","volume":"54","author":"D. Mosk-Aoyama","year":"2008","unstructured":"Mosk-Aoyama, D., Shah, D.: Fast distributed algorithms for computing separable functions. IEEE Transactions on Information Theory\u00a054(7), 2997\u20133007 (2008)","journal-title":"IEEE Transactions on Information Theory"},{"key":"49_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1007\/978-3-642-15277-1_43","volume-title":"Euro-Par 2010 - Parallel Processing","author":"R. Orm\u00e1ndi","year":"2010","unstructured":"Orm\u00e1ndi, R., Heged\u0171s, I., Jelasity, M.: Overlay management for fully distributed user-based collaborative filtering. In: D\u2019Ambra, P., Guarracino, M., Talia, D. (eds.) Euro-Par 2010. LNCS, vol.\u00a06271, pp. 446\u2013457. Springer, Heidelberg (2010)"},{"issue":"2","key":"49_CR24","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1002\/cpe.1189","volume":"20","author":"J.A. Pouwelse","year":"2008","unstructured":"Pouwelse, J.A., Garbacki, P., Wang, J., Bakker, A., Yang, J., Iosup, A., Epema, D.H.J., Reinders, M., van Steen, M.R., Sips, H.J.: TRIBLER: a social-based peer-to-peer system. Concurrency and Computation: Practice and Experience\u00a020(2), 127\u2013138 (2008)","journal-title":"Concurrency and Computation: Practice and Experience"},{"issue":"2","key":"49_CR25","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1145\/762483.762485","volume":"21","author":"R. Renesse van","year":"2003","unstructured":"van Renesse, R., Birman, K.P., Vogels, W.: Astrolabe: A robust and scalable technology for distributed system monitoring, management, and data mining. ACM Transactions on Computer Systems\u00a021(2), 164\u2013206 (2003)","journal-title":"ACM Transactions on Computer Systems"},{"key":"49_CR26","unstructured":"Roozenburg, J.: Secure Decentralized Swarm Discovery in Tribler. Master\u2019s thesis, Parallel and Distributed Systems Group, Delft University of Technology (2006)"},{"key":"49_CR27","doi-asserted-by":"crossref","unstructured":"Shalev-Shwartz, S., Singer, Y., Srebro, N., Cotter, A.: Pegasos: primal estimated sub-gradient solver for SVM. Mathematical Programming B (2010)","DOI":"10.1007\/s10107-010-0420-4"},{"key":"49_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/11735106_24","volume-title":"Advances in Information Retrieval","author":"S. Siersdorfer","year":"2006","unstructured":"Siersdorfer, S., Sizov, S.: Automatic document organization in a p2p environment. In: Lalmas, M., MacFarlane, A., R\u00fcger, S.M., Tombros, A., Tsikrika, T., Yavlinsky, A. (eds.) ECIR 2006. LNCS, vol.\u00a03936, pp. 265\u2013276. Springer, Heidelberg (2006)"},{"key":"49_CR29","first-page":"189","volume-title":"Proc. 6th ACM Conf. on Internet measurement (IMC 2006)","author":"D. Stutzbach","year":"2006","unstructured":"Stutzbach, D., Rejaie, R.: Understanding churn in peer-to-peer networks. In: Proc. 6th ACM Conf. on Internet measurement (IMC 2006), pp. 189\u2013202. ACM Press, New York (2006)"},{"key":"49_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/978-3-642-03869-3_50","volume-title":"Euro-Par 2009 Parallel Processing","author":"N. T\u00f6lgyesi","year":"2009","unstructured":"T\u00f6lgyesi, N., Jelasity, M.: Adaptive peer sampling with newscast. In: Sips, H., Epema, D., Lin, H.-X. (eds.) Euro-Par 2009. LNCS, vol.\u00a05704, pp. 523\u2013534. Springer, Heidelberg (2009)"},{"key":"49_CR31","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1145\/381461.381466","volume-title":"Proc. 1st Intl. workshop on Mobile commerce (WMC 2001)","author":"A. Tveit","year":"2001","unstructured":"Tveit, A.: Peer-to-peer based recommendations for mobile commerce. In: Proc. 1st Intl. workshop on Mobile commerce (WMC 2001), pp. 26\u201329. ACM Press, New York (2001)"}],"container-title":["Lecture Notes in Computer Science","Euro-Par 2011 Parallel Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23400-2_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,19]],"date-time":"2020-04-19T20:43:51Z","timestamp":1587329031000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23400-2_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642233999","9783642234002"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23400-2_49","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]},"assertion":[{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}