{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,17]],"date-time":"2026-01-17T10:16:15Z","timestamp":1768644975717,"version":"3.49.0"},"reference-count":54,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2021,10,27]],"date-time":"2021-10-27T00:00:00Z","timestamp":1635292800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2021,10,27]],"date-time":"2021-10-27T00:00:00Z","timestamp":1635292800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"name":"Fed4Fire+","award":["F4Fp-08-M30"],"award-info":[{"award-number":["F4Fp-08-M30"]}]},{"name":"Conference of Italian University Rectors","award":["CONTWARE"],"award-info":[{"award-number":["CONTWARE"]}]},{"DOI":"10.13039\/100014440","name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","doi-asserted-by":"publisher","award":["TIN2017-88547-P"],"award-info":[{"award-number":["TIN2017-88547-P"]}],"id":[{"id":"10.13039\/100014440","id-type":"DOI","asserted-by":"publisher"}]},{"name":"FEDER-EU","award":["TIN2017-88547-P"],"award-info":[{"award-number":["TIN2017-88547-P"]}]},{"DOI":"10.13039\/501100007514","name":"Universit\u00e0 di Pisa","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100007514","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Grid Computing"],"published-print":{"date-parts":[[2021,12]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Orchestrating next-gen applications over heterogeneous resources along the Cloud-IoT continuum calls for new strategies and tools to enable scalable and application-specific managements. Inspired by the self-organisation capabilities of bacteria colonies, we propose a declarative, fully decentralised application management solution, targeting pervasive opportunistic Cloud-IoT infrastructures. We present a customisable declarative implementation of the approach and validate its scalability through simulation over motivating scenarios, also considering end-user\u2019s mobility and the possibility to enforce application-specific management policies for different (classes of) applications.<\/jats:p>","DOI":"10.1007\/s10723-021-09582-y","type":"journal-article","created":{"date-parts":[[2021,10,27]],"date-time":"2021-10-27T16:03:01Z","timestamp":1635350581000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Declarative Application Management in the Fog"],"prefix":"10.1007","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2048-2468","authenticated-orcid":false,"given":"Antonio","family":"Brogi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4159-8761","authenticated-orcid":false,"given":"Stefano","family":"Forti","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2969-0597","authenticated-orcid":false,"given":"Carlos","family":"Guerrero","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2826-5970","authenticated-orcid":false,"given":"Isaac","family":"Lera","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,10,27]]},"reference":[{"key":"9582_CR1","doi-asserted-by":"publisher","first-page":"69105","DOI":"10.1109\/ACCESS.2020.2983253","volume":"8","author":"P Habibi","year":"2020","unstructured":"Habibi, P., Farhoudi, M., Kazemian, S., Khorsandi, S., Leon-Garcia, A.: Fog computing: a comprehensive architectural survey. IEEE Access 8, 69105\u201369133 (2020)","journal-title":"IEEE Access"},{"issue":"8","key":"9582_CR2","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1109\/MC.2018.2888767","volume":"52","author":"M Villari","year":"2019","unstructured":"Villari, M., Fazio, M., Dustdar, S., Rana, O., Jha, D.N., Ranjan, R.: Osmosis: The osmotic computing platform for microelements in the cloud, edge, and internet of things. Computer 52(8), 14\u201326 (2019)","journal-title":"Computer"},{"key":"9582_CR3","doi-asserted-by":"publisher","first-page":"116974","DOI":"10.1109\/ACCESS.2020.3001277","volume":"8","author":"Q-V Pham","year":"2020","unstructured":"Pham, Q.-V., Fang, F., Ha, V.N., Piran, M.J., Le, M., Le, L.B., Hwang, W.-J., Ding, Z.: A survey of multi-access edge computing in 5g and beyond: fundamentals, technology integration, and state-of-the-art. IEEE Access 8, 116974\u2013117017 (2020)","journal-title":"IEEE Access"},{"key":"9582_CR4","doi-asserted-by":"crossref","unstructured":"Filali, A., Abouaomar, A., Cherkaoui, S., Kobbane, A., Guizani, M.: Multi-access edge computing: A survey. IEEE Access (2020)","DOI":"10.1109\/ACCESS.2020.3034136"},{"issue":"5","key":"9582_CR5","doi-asserted-by":"publisher","first-page":"719","DOI":"10.1002\/spe.2766","volume":"50","author":"A Brogi","year":"2020","unstructured":"Brogi, A., Forti, S., Guerrero, C., Lera, I.: How to place your apps in the fog: state of the art and open challenges. Softw. Pract. Exp. 50(5), 719\u2013740 (2020)","journal-title":"Softw. Pract. Exp."},{"key":"9582_CR6","doi-asserted-by":"crossref","unstructured":"Mahmud, R., Ramamohanarao, K., Buyya, R.: Application management in fog computing environments: a taxonomy, review and future directions. ACM Comput. Surv., 53(4) (2020)","DOI":"10.1145\/3403955"},{"key":"9582_CR7","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.future.2018.07.039","volume":"90","author":"LM Vaquero","year":"2019","unstructured":"Vaquero, L.M., Cuadrado, F., Elkhatib, Y., Bernal-Bernabe, J., Srirama, S.N., Zhani, M.F.: Research challenges in nextgen service orchestration. Future Gener. Comput. Syst. 90, 20\u201338 (2019)","journal-title":"Future Gener. Comput. Syst."},{"issue":"1","key":"9582_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10723-019-09491-1","volume":"18","author":"M Ghobaei-Arani","year":"2020","unstructured":"Ghobaei-Arani, M., Souri, A., Rahmanian, A.A.: Resource management approaches in fog computing: a comprehensive review. J. Grid Comput. 18(1), 1\u201342 (2020). https:\/\/doi.org\/10.1007\/s10723-019-09491-1","journal-title":"J. Grid Comput."},{"key":"9582_CR9","doi-asserted-by":"crossref","unstructured":"Forti, S., Brogi, A.: Continuous reasoning for managing next-gen distributed applications. In: ICLP Technical Communications 2020, ser. EPTCS, vol. 325, pp. 164\u2013177 (2020)","DOI":"10.4204\/EPTCS.325.22"},{"issue":"2","key":"9582_CR10","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/s10723-018-9432-8","volume":"16","author":"C Guerrero","year":"2018","unstructured":"Guerrero, C., Lera, I., Juiz, C.: Migration-aware genetic optimization for mapreduce scheduling and replica placement in hadoop. J. Grid Comput. 16(2), 265\u2013284 (2018)","journal-title":"J. Grid Comput."},{"issue":"5","key":"9582_CR11","doi-asserted-by":"publisher","first-page":"8897","DOI":"10.1109\/JIOT.2019.2924182","volume":"6","author":"N Fernando","year":"2019","unstructured":"Fernando, N., Loke, S.W., Avazpour, I., Chen, F., Abkenar, A.B., Ibrahim, A.: Opportunistic fog for IoT: challenges and opportunities. IEEE Internet Things J. 6(5), 8897\u20138910 (2019)","journal-title":"IEEE Internet Things J."},{"key":"9582_CR12","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1016\/j.future.2018.09.005","volume":"91","author":"R Casadei","year":"2019","unstructured":"Casadei, R., Fortino, G., Pianini, D., Russo, W., Savaglio, C., Viroli, M.: Modelling and simulation of opportunistic IoT services with aggregate computing. Future Gener. Comput. Syst. 91, 252\u2013262 (2019)","journal-title":"Future Gener. Comput. Syst."},{"key":"9582_CR13","unstructured":"Lera, I., Guerrero, C., Juiz, C.: Algoritmo descentralizado para la asignaci\u00f3n de servicios en arquitecturas de fog computing basado en un proceso expansivo de migraci\u00f3n de instancias in Jornadas SARTECO (2019)"},{"issue":"3","key":"9582_CR14","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1007\/s10723-020-09521-3","volume":"18","author":"P Dazzi","year":"2020","unstructured":"Dazzi, P., Mordacchini, M.: Scalable decentralized indexing and querying of multi-streams in the fog. J. Grid Comput. 18(3), 395\u2013418 (2020). https:\/\/doi.org\/10.1007\/s10723-020-09521-3","journal-title":"J. Grid Comput."},{"key":"9582_CR15","doi-asserted-by":"crossref","unstructured":"Brogi, A., Forti, S., Guerrero, C., Lera, I.: Towards declarative decentralised application management in the fog. In: GAUSS. In press (2020)","DOI":"10.1109\/ISSREW51248.2020.00077"},{"key":"9582_CR16","doi-asserted-by":"publisher","first-page":"91745","DOI":"10.1109\/ACCESS.2019.2927895","volume":"7","author":"I Lera","year":"2019","unstructured":"Lera, I., Guerrero, C., Juiz, C.: YAFS: A simulator for IoT scenarios in Fog computing. IEEE Access 7, 91745\u201391758 (2019)","journal-title":"IEEE Access"},{"key":"9582_CR17","unstructured":"Bracciale, L., Bonola, M., Loreti, P., Bianchi, G., Amici, R., Rabuffi, A.: CRAWDAD dataset roma\/taxi (v. 2014-07-17). https:\/\/crawdad.org\/roma\/taxi\/20140717\/taxicabs (2014)"},{"key":"9582_CR18","volume-title":"Campbell Biology","author":"LA Urry","year":"2017","unstructured":"Urry, L.A., Cain, M.L., Wasserman, S., Minorsky, P., Jane, R.: Campbell Biology, 11th edn. Pearson, London (2017)","edition":"11th edn."},{"issue":"1","key":"9582_CR19","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1038\/nrmicro3136","volume":"12","author":"KW Bayles","year":"2014","unstructured":"Bayles, K.W.: Bacterial programmed cell death: making sense of a paradox. Nature Rev. Microbiol. 12(1), 63\u201369 (2014)","journal-title":"Nature Rev. Microbiol."},{"key":"9582_CR20","doi-asserted-by":"crossref","unstructured":"Brogi, A., Forti, S., Gaglianese, M.: Measuring the fog, gently. In: ICSOC, pp. 523\u2013538 (2019)","DOI":"10.1007\/978-3-030-33702-5_40"},{"key":"9582_CR21","doi-asserted-by":"publisher","first-page":"605","DOI":"10.1016\/j.future.2020.08.011","volume":"114","author":"S Forti","year":"2021","unstructured":"Forti, S., Gaglianese, M., Brogi, A.: Lightweight self-organising distributed monitoring of Fog infrastructures. Future Gener. Comput. Syst. 114, 605\u2013618 (2021). (In press)","journal-title":"Future Gener. Comput. Syst."},{"key":"9582_CR22","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.jss.2017.10.033","volume":"136","author":"S Taherizadeh","year":"2018","unstructured":"Taherizadeh, S., Jones, A.C., Taylor, I., Zhao, Z., Stankovski, V.: Monitoring self-adaptive applications within edge computing frameworks: a state-of-the-art review. J. Syst. Softw. 136, 19\u201338 (2018)","journal-title":"J. Syst. Softw."},{"key":"9582_CR23","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1016\/j.future.2019.02.056","volume":"97","author":"C Guerrero","year":"2019","unstructured":"Guerrero, C., Lera, I., Juiz, C.: Evaluation and efficiency comparison of evolutionary algorithms for service placement optimization in fog architectures. Future Gener. Comput. Syst. 97, 131\u2013144 (2019)","journal-title":"Future Gener. Comput. Syst."},{"key":"9582_CR24","doi-asserted-by":"crossref","unstructured":"Drabent, W.: The prolog debugger and declarative programming. In: International Symposium on Logic-Based Program Synthesis and Transformation, pp. 193\u2013208. Springer (2019)","DOI":"10.1007\/978-3-030-45260-5_12"},{"key":"9582_CR25","doi-asserted-by":"crossref","unstructured":"Brogi, A., Forti, S., Guerrero, C., Lera, I.: Meet genetic algorithms in monte carlo: optimised placement of multi-service applications in the fog. In: 2019 IEEE International Conference on Edge Computing (EDGE). IEEE, pp. 13\u201317 (2019)","DOI":"10.1109\/EDGE.2019.00016"},{"issue":"3","key":"9582_CR26","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2983575","volume":"49","author":"I Pietri","year":"2016","unstructured":"Pietri, I., Sakellariou, R.: Mapping virtual machines onto physical machines in cloud computing: a survey. ACM Comput. Surv. 49(3), 1\u201330 (2016)","journal-title":"ACM Comput. Surv."},{"key":"9582_CR27","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1186\/s13677-020-00194-7","volume":"9","author":"O Tomarchio","year":"2020","unstructured":"Tomarchio, O., Calcaterra, D., Modica, G.D.: Cloud resource orchestration in the multi-cloud landscape: a systematic review of existing frameworks. J. Cloud Comput. 9, 49 (2020). https:\/\/doi.org\/10.1186\/s13677-020-00194-7","journal-title":"J. Cloud Comput."},{"key":"9582_CR28","doi-asserted-by":"crossref","unstructured":"Kadioglu, S., Colena, M., Sebbah, S.: Heterogeneous resource allocation in Cloud Management. In: NCA, pp. 35\u201338 (2016)","DOI":"10.1109\/NCA.2016.7778589"},{"key":"9582_CR29","doi-asserted-by":"crossref","unstructured":"Yin, Q., Sch\u00fcpbach, A., Cappos, J., Baumann, A., Roscoe, T.: Rhizoma: a runtime for self-deploying, self-managing overlays. In: Middleware 2009, pp. 184\u2013204 (2009)","DOI":"10.1007\/978-3-642-10445-9_10"},{"key":"9582_CR30","doi-asserted-by":"crossref","unstructured":"Carlini, E., Coppola, M., Dazzi, P., Mordacchini, M.: A Passarella, Self-optimising decentralised service placement in heterogeneous cloud federation. In: SASO, pp. 110\u2013119 (2016)","DOI":"10.1109\/SASO.2016.17"},{"key":"9582_CR31","doi-asserted-by":"crossref","unstructured":"Sathiaseelan, A., Selimi, M., Molina, C., Lertsinsrubtavee, A., Navarro, L., Freitag, F., Ramos, F., Baig, R.: Towards decentralised resilient community clouds. In: MECC, pp. 1\u20136 (2017)","DOI":"10.1145\/3152360.3152363"},{"issue":"6","key":"9582_CR32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3243929","volume":"51","author":"AJ Ferrer","year":"2019","unstructured":"Ferrer, A.J., Marqu\u00e8s, J.M., Jorba, J.: Towards the decentralised cloud: survey on approaches and challenges for mobile, ad hoc, and edge computing. ACM Comput. Surv. 51(6), 1\u201336 (2019)","journal-title":"ACM Comput. Surv."},{"issue":"2","key":"9582_CR33","doi-asserted-by":"publisher","first-page":"674","DOI":"10.1007\/s11036-019-01449-7","volume":"25","author":"Z Xiang","year":"2020","unstructured":"Xiang, Z., Deng, S., Taheri, J., Zomaya, A.Y.: Dynamical service deployment and replacement in resource-constrained edges. Mob. Netw. Appl. 25(2), 674\u2013689 (2020). https:\/\/doi.org\/10.1007\/s11036-019-01449-7","journal-title":"Mob. Netw. Appl."},{"key":"9582_CR34","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.comnet.2014.07.011","volume":"73","author":"G Colistra","year":"2014","unstructured":"Colistra, G., Pilloni, V., Atzori, L.: The problem of task allocation in the internet of things and the consensus-based approach. Comput. Networks 73, 98\u2013111 (2014)","journal-title":"Comput. Networks"},{"key":"9582_CR35","doi-asserted-by":"crossref","unstructured":"Mennes, R., Spinnewyn, B., Latr\u00e9, S., F. Botero, J.: GRECO: A distributed genetic algorithm for reliable application placement in hybrid clouds. In: CloudNet, pp. 14\u201320 (2016)","DOI":"10.1109\/CloudNet.2016.45"},{"issue":"6","key":"9582_CR36","doi-asserted-by":"publisher","first-page":"2435","DOI":"10.1007\/s12652-018-0914-0","volume":"10","author":"C Guerrero","year":"2019","unstructured":"Guerrero, C., Lera, I., Juiz, C.: A lightweight decentralized service placement policy for performance optimization in fog computing. J. Ambient Intell. Humaniz. Comput. 10(6), 2435\u20132452 (2019)","journal-title":"J. Ambient Intell. Humaniz. Comput."},{"key":"9582_CR37","doi-asserted-by":"publisher","first-page":"52139","DOI":"10.1109\/ACCESS.2020.2980852","volume":"8","author":"J Herrera","year":"2020","unstructured":"Herrera, J., Molt\u00f3, G.: Toward bio-inspired auto-scaling algorithms: An elasticity approach for container orchestration platforms. IEEE Access 8, 52139\u201352150 (2020)","journal-title":"IEEE Access"},{"key":"9582_CR38","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1016\/j.comcom.2020.04.061","volume":"159","author":"F Rossi","year":"2020","unstructured":"Rossi, F., Cardellini, V., Lo Presti, F., Nardelli, M.: Geo-distributed efficient deployment of containers with kubernetes. Comput. Commun. 159, 161\u2013174 (2020)","journal-title":"Comput. Commun."},{"key":"9582_CR39","doi-asserted-by":"crossref","unstructured":"Hinrichs, T.L., Gude, N.S., Casado, M., Mitchell, J.C., Shenker, S.: Practical declarative network management. In: WREN, pp. 1\u201310 (2009)","DOI":"10.1145\/1592681.1592683"},{"key":"9582_CR40","doi-asserted-by":"crossref","unstructured":"Herden, S., Zwanziger, A., Robinson, P: Declarative application deployment and change management. In: CNSM, pp. 126\u2013133 (2010)","DOI":"10.1109\/CNSM.2010.5691323"},{"key":"9582_CR41","doi-asserted-by":"crossref","unstructured":"Forti, S., Paganelli, F., Brogi, A.: Probabilistic QoS-aware placement of VNF chains at the Edge. Theory Pract. Log. Program. In press (2021)","DOI":"10.1017\/S1471068421000016"},{"key":"9582_CR42","doi-asserted-by":"publisher","first-page":"775","DOI":"10.1016\/j.future.2019.08.020","volume":"102","author":"S Forti","year":"2020","unstructured":"Forti, S., Ferrari, G., Brogi, A.: Secure Cloud-Edge deployments, with trust. Future Gener. Comput. Syst. 102, 775\u2013788 (2020)","journal-title":"Future Gener. Comput. Syst."},{"key":"9582_CR43","doi-asserted-by":"crossref","unstructured":"Harzenetter, L., Breitenb\u00fccher, U., Leymann, F., Saatkamp, K., Weder, B., Wurster, M: Automated generation of management workflows for applications based on deployment models. In: EDOC, pp. 216\u2013225 (2019)","DOI":"10.1109\/EDOC.2019.00034"},{"key":"9582_CR44","doi-asserted-by":"publisher","unstructured":"Casadei, R., Viroli, M: Coordinating computation at the edge: a decentralized, self-organizing, spatial approach. In: FMEC 2019, pp. 60\u201367 (2019), https:\/\/doi.org\/10.1109\/FMEC.2019.8795355","DOI":"10.1109\/FMEC.2019.8795355"},{"key":"9582_CR45","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1016\/j.future.2020.07.032","volume":"114","author":"D Pianini","year":"2021","unstructured":"Pianini, D., Casadei, R., Viroli, M., Natali, A.: Partitioned integration and coordination via the self-organising coordination regions pattern. Future Gener. Comput. Syst. 114, 44\u201368 (2021)","journal-title":"Future Gener. Comput. Syst."},{"key":"9582_CR46","doi-asserted-by":"crossref","unstructured":"Viroli, M., Beal, J., Damiani, F., Audrito, G., Casadei, R., Pianini, D.: From field-based coordination to aggregate computing. In: COORDINATION 2018, vol. 10852, pp. 252\u2013279. Springer (2018)","DOI":"10.1007\/978-3-319-92408-3_12"},{"issue":"5","key":"9582_CR47","doi-asserted-by":"publisher","first-page":"89","DOI":"10.3390\/fi12050089","volume":"12","author":"SV Margariti","year":"2020","unstructured":"Margariti, S.V., Dimakopoulos, V.V., Tsoumanis, G.: Modeling and simulation tools for fog computing\u2013a comprehensive survey from a cost perspective. Future Internet 12(5), 89 (2020)","journal-title":"Future Internet"},{"issue":"9","key":"9582_CR48","doi-asserted-by":"publisher","first-page":"1275","DOI":"10.1002\/spe.2509","volume":"47","author":"H Gupta","year":"2017","unstructured":"Gupta, H., Vahid Dastjerdi, A., Ghosh, S.K., Buyya, R.: iFogSim: A toolkit for modeling and simulation of resource management techniques in the internet of things, edge and fog computing environments. Soft. Pract. Exp. 47(9), 1275\u20131296 (2017)","journal-title":"Soft. Pract. Exp."},{"key":"9582_CR49","doi-asserted-by":"publisher","first-page":"e3493","DOI":"10.1002\/ett.3493","volume":"29","author":"C Sonmez","year":"2018","unstructured":"Sonmez, C., Ozgovde, A., Ersoy, C.: EdgeCloudSim: An environment for performance evaluation of edge computing systems. Trans. Emerg. Telecommun. Technol. 29, e3493 (2018)","journal-title":"Trans. Emerg. Telecommun. Technol."},{"issue":"102021","key":"9582_CR50","first-page":"1","volume":"101","author":"S Forti","year":"2020","unstructured":"Forti, S., Pagiaro, A., Brogi, A.: Simulating FogDirector application management. Simul. Model. Pract. Theory 101(102021), 1\u201318 (2020)","journal-title":"Simul. Model. Pract. Theory"},{"key":"9582_CR51","doi-asserted-by":"crossref","unstructured":"Kurdi, H.A., Aldaood, M.F., Al-Megren, S., Aloboud, E., Aldawood, A.S., Youcef-Toumi, K.: Adaptive task allocation for multi-uav systems based on bacteria foraging behaviour. Appl. Soft Comput. 83 (2019)","DOI":"10.1016\/j.asoc.2019.105643"},{"key":"9582_CR52","doi-asserted-by":"crossref","unstructured":"Ahsan, M.M., Gupta, K.D., Nag, A.K., Pouydal, S., Kouzani, A.Z., Mahmud, M.P.: Applications and evaluations of bio-inspired approaches in cloud security: a review. IEEE Access (2020)","DOI":"10.1109\/ACCESS.2020.3027841"},{"key":"9582_CR53","doi-asserted-by":"crossref","unstructured":"Chang, Y.-C., Cai, W.-X., Jhuang, J.-W.: Bacteria-inspired communication mechanism based on software-defined network. In: WOCC, pp. 1\u20133 (2018)","DOI":"10.1109\/WOCC.2018.8372712"},{"issue":"4","key":"9582_CR54","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1109\/MNET.2019.1700210","volume":"33","author":"H Chao","year":"2019","unstructured":"Chao, H., Cho, H., Shih, T.K., Chen, C.: Bacteria-inspired network for 5g mobile communication. IEEE Netw. 33(4), 138\u2013145 (2019)","journal-title":"IEEE Netw."}],"container-title":["Journal of Grid Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-021-09582-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10723-021-09582-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-021-09582-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,30]],"date-time":"2021-12-30T11:10:35Z","timestamp":1640862635000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10723-021-09582-y"}},"subtitle":["A Bacteria-Inspired Decentralised Approach"],"short-title":[],"issued":{"date-parts":[[2021,10,27]]},"references-count":54,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021,12]]}},"alternative-id":["9582"],"URL":"https:\/\/doi.org\/10.1007\/s10723-021-09582-y","relation":{},"ISSN":["1570-7873","1572-9184"],"issn-type":[{"value":"1570-7873","type":"print"},{"value":"1572-9184","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,10,27]]},"assertion":[{"value":"23 November 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 July 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 October 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"45"}}