{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,8]],"date-time":"2025-11-08T14:28:07Z","timestamp":1762612087227,"version":"build-2065373602"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783032093141"},{"type":"electronic","value":"9783032093158"}],"license":[{"start":{"date-parts":[[2025,11,9]],"date-time":"2025-11-09T00:00:00Z","timestamp":1762646400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,9]],"date-time":"2025-11-09T00:00:00Z","timestamp":1762646400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-09315-8_9","type":"book-chapter","created":{"date-parts":[[2025,11,8]],"date-time":"2025-11-08T14:22:25Z","timestamp":1762611745000},"page":"90-99","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Best-Response Learning in\u00a0Budgeted $$\\alpha $$-Fair Kelly Mechanisms"],"prefix":"10.1007","author":[{"given":"Cleque Marlain","family":"Mboulou-Moutoubi","sequence":"first","affiliation":[]},{"given":"Younes","family":"Ben Mazziane","sequence":"additional","affiliation":[]},{"given":"Francesco","family":"De Pellegrini","sequence":"additional","affiliation":[]},{"given":"Eitan","family":"Altman","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,11,9]]},"reference":[{"key":"9_CR1","unstructured":"Maill\u00e9, P., Tuffin, B.: Multi-bid auctions for bandwidth allocation in communication networks. In: Proceedings IEEE INFOCOM 2004, The 23rd Annual Joint Conference of the IEEE Computer and Communications Societies, Hong Kong, China, March 7-11, 2004. IEEE (2004)"},{"key":"9_CR2","unstructured":"Datar, M., Altman, E., Pellegrini, F.D., Azouzi, R.E., Touati, C.: A mechanism for price differentiation and slicing in wireless networks. In: 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOPT 2020, Volos, Greece, June 15-19, 2020, pp. 121\u2013128. IEEE (2020)"},{"issue":"3","key":"9_CR3","doi-asserted-by":"publisher","first-page":"628","DOI":"10.1109\/TSC.2018.2818147","volume":"14","author":"X Wang","year":"2021","unstructured":"Wang, X., Sui, Y., Wang, J., Yuen, C., Weiwei, W.: A distributed truthful auction mechanism for task allocation in mobile cloud computing. IEEE Trans. Serv. Comput. 14(3), 628\u2013638 (2021)","journal-title":"IEEE Trans. Serv. Comput."},{"key":"9_CR4","doi-asserted-by":"crossref","unstructured":"Kelly, F,P.: Charging and rate control for elastic traffic. Europ. Trans. Telecommun. 8(1), 33\u201337 (1997)","DOI":"10.1002\/ett.4460080106"},{"issue":"5","key":"9_CR5","doi-asserted-by":"publisher","first-page":"556","DOI":"10.1109\/90.879343","volume":"8","author":"J Mo","year":"2000","unstructured":"Mo, J., Walrand, J.: Fair end-to-end window-based congestion control. IEEE\/ACM Trans. Netw. 8(5), 556\u2013567 (2000)","journal-title":"IEEE\/ACM Trans. Netw."},{"key":"9_CR6","doi-asserted-by":"crossref","unstructured":"Huaizhou, S.H.I., et\u00a0al.: Fairness in wireless networks: issues, measures and challenges. IEEE Commun. Surv. Tutor. 16(1), 5\u201324 (2013)","DOI":"10.1109\/SURV.2013.050113.00015"},{"key":"9_CR7","doi-asserted-by":"crossref","unstructured":"Srikant, R., Ying, L.: Communication networks: an optimization, control and stochastic networks perspective. Cambridge University Press (2014)","DOI":"10.1017\/CBO9781139565844"},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Kelly, F.P., Maulloo, A.K., Tan, D.K, H.: Rate control for communication networks: shadow prices, proportional fairness and stability. J. Operat. Res. Soc. 49(3), 237\u2013252 (1998)","DOI":"10.1038\/sj.jors.2600523"},{"key":"9_CR9","doi-asserted-by":"crossref","unstructured":"Johari, R., Tsitsiklis, J.N.: Efficiency loss in a network resource allocation game. Math. Oper. Res. 29(3), 407\u2013435 (2004)","DOI":"10.1287\/moor.1040.0091"},{"issue":"1","key":"9_CR10","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1287\/moor.2018.0986","volume":"45","author":"J Lei","year":"2020","unstructured":"Lei, J., Shanbhag, U.V., Pang, J.-S., Sen, S.: On synchronous, asynchronous, and randomized best-response schemes for stochastic NASH games. Math. Oper. Res. 45(1), 157\u2013190 (2020)","journal-title":"Math. Oper. Res."},{"key":"9_CR11","doi-asserted-by":"crossref","unstructured":"Hazan, E.: Introduction to online convex optimization. Found. Trends\u00ae Optim. 2(3-4), 157\u2013325 (2016)","DOI":"10.1561\/2400000013"},{"issue":"1\u20132","key":"9_CR12","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1007\/s10107-018-1254-8","volume":"173","author":"P Mertikopoulos","year":"2019","unstructured":"Mertikopoulos, P., Zhou, Z.: Learning in games with continuous action sets and unknown payoff functions. Math. Program. 173(1\u20132), 465\u2013507 (2019)","journal-title":"Math. Program."},{"key":"9_CR13","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1016\/j.comnet.2017.01.010","volume":"115","author":"S D\u2019Oro","year":"2017","unstructured":"D\u2019Oro, S., Galluccio, L., Mertikopoulos, P., Morabito, G., Palazzo, S.: Auction-based resource allocation in openflow multi-tenant networks. Comput. Netw. 115, 29\u201341 (2017)","journal-title":"Comput. Netw."},{"key":"9_CR14","doi-asserted-by":"crossref","unstructured":"Mazziane, Y.B., Mboulou-Moutoubi, C.M., Pellegrini, F.D., Altman, E.: Learning to bid in proportional allocation auctions with budget constraints. In: Proc. of IEEE WiOpt, Linkoping, Sweden, May 26-29 (2025)","DOI":"10.23919\/WiOpt66569.2025.11123293"},{"issue":"5","key":"9_CR15","doi-asserted-by":"publisher","first-page":"1000","DOI":"10.1109\/JSAC.2006.872881","volume":"24","author":"RT Maheswaran","year":"2006","unstructured":"Maheswaran, R.T., Ba\u015far, T.: Efficient signal proportional allocation (ESPA) mechanisms: decentralized social welfare maximization for divisible resources. IEEE J. Sel. Areas Commun. 24(5), 1000\u20131009 (2006)","journal-title":"IEEE J. Sel. Areas Commun."},{"key":"9_CR16","doi-asserted-by":"crossref","unstructured":"Rosen, J.\u00a0B.: Existence and uniqueness of equilibrium points for concave N-person games. Econometrica 33(3) (1965)","DOI":"10.2307\/1911749"},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"Pellegrini, F.D., Massaro, A., Goratti, L., El-Azouzi, R.: Bounded generalized Kelly mechanism for multi-tenant caching in mobile edge clouds. In: Network Games, Control, and Optimization: Proceedings of NETGCOOP 2016, Avignon, France, pp. 89\u201399. Springer (2017)","DOI":"10.1007\/978-3-319-51034-7_9"},{"key":"9_CR18","unstructured":"Tang, A., Wang, J., Low, S.H.: Is fair allocation always inefficient. In: IEEE INFOCOM 2004, vol.\u00a01. IEEE (2004)"},{"key":"9_CR19","doi-asserted-by":"crossref","unstructured":"Monderer, D., Shapley, L.S.: Potential games. Games Econ. Behav. 14(1), 124\u2013143 (1996)","DOI":"10.1006\/game.1996.0044"},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Mertikopoulos, P., Zhou, Z.: Learning in games with continuous action sets and unknown payoff functions. Math. Prog. 173 (2019)","DOI":"10.1007\/s10107-018-1254-8"},{"key":"9_CR21","doi-asserted-by":"crossref","unstructured":"Coleman, R.: Calculus on Normed Vector Spaces. Springer (2012)","DOI":"10.1007\/978-1-4614-3894-6"},{"key":"9_CR22","doi-asserted-by":"crossref","unstructured":"Kelley, C,T.: Iterative Methods for Linear and Nonlinear Equations. SIAM (1995)","DOI":"10.1137\/1.9781611970944"}],"container-title":["Lecture Notes in Computer Science","Network Games, Artificial Intelligence, Control and Optimization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-09315-8_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,8]],"date-time":"2025-11-08T14:22:29Z","timestamp":1762611749000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-09315-8_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,9]]},"ISBN":["9783032093141","9783032093158"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-09315-8_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025,11,9]]},"assertion":[{"value":"9 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"NETGCOOP","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Network Games, Artificial Intelligence, Control and Optimization","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bilbao","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 October 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"netcoop2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/netgcoop2025.univ-avignon.fr\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}