Mitigating the Massive Access Problem in the Internet of Things
| dc.contributor.author | Erol Gelenbe | |
| dc.contributor.author | Mert Nakıp | |
| dc.contributor.author | Dariusz Marek | |
| dc.contributor.author | Tadeusz Czachórskí | |
| dc.contributor.author | Czachorski, Tadeusz | |
| dc.contributor.author | Marek, Dariusz | |
| dc.contributor.author | Nakıp, Mert | |
| dc.contributor.author | Gelenbe, Erol | |
| dc.contributor.editor | E. Gelenbe , M. Jankovic , D. Kehagias , A. Marton , A. Vilmos | |
| dc.date.accessioned | 2025-10-06T17:50:11Z | |
| dc.date.issued | 2022 | |
| dc.description.abstract | The traffic from the large number of IoT devices connected to the IoT is a source of congestion known as the Massive Access Problem (MAP) that results in packet losses delays and missed deadlines for real-time data. This paper reviews the literature on MAP and summarizes recent results on two approaches that have been designed to mitigate MAP. One approach is based on randomizing the packet arrival instants to IoT gateways within a given time interval that is chosen so that packet arrivals do not exceed their deadlines but also so that they do not constitute bulk arrivals. The second approach is a novel traffic shaping policy named the Quasi-Deterministic-Transmission-Policy (QDTP) which has been proved to drastically reduce queue formation at the receiving gateway by delaying packet departures from the IoT devices in a judicious manner. Both analytical and experimental results are summarized that describe the benefits of these techniques. © 2022 Elsevier B.V. All rights reserved. | |
| dc.description.sponsorship | Acknowledgments. This research has been supported by the European Commission H2020 Program through the IoTAC Research and Innovation Action, under Grant Agreement No. 952684. | |
| dc.description.sponsorship | European Commission H2020 Program; IoTAC Research and Innovation Action, (952684) | |
| dc.identifier.doi | 10.1007/978-3-031-09357-9_10 | |
| dc.identifier.isbn | 9789819671748, 9789819664610, 9783032026743, 9783032008831, 9783032026712, 9789819671779, 9783031949425, 9789819666874, 9783031936968, 9783031941207 | |
| dc.identifier.isbn | 9783031093562 | |
| dc.identifier.issn | 18650937, 18650929 | |
| dc.identifier.issn | 1865-0929 | |
| dc.identifier.scopus | 2-s2.0-85134345728 | |
| dc.identifier.uri | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134345728&doi=10.1007%2F978-3-031-09357-9_10&partnerID=40&md5=db19c27c36e73f88b510193a2afc67bb | |
| dc.identifier.uri | https://gcris.yasar.edu.tr/handle/123456789/8816 | |
| dc.identifier.uri | https://doi.org/10.1007/978-3-031-09357-9_10 | |
| dc.language.iso | English | |
| dc.publisher | Springer Science and Business Media Deutschland GmbH | |
| dc.relation.ispartof | 2nd International Symposium on Security in Computer and Information Sciences EuroCybersec 2021 | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.source | Communications in Computer and Information Science | |
| dc.subject | Diffusion Approximation, Internet Of Things (iot), Iot Gateways, Massive Access Problem, Quasi-deterministic Transmission Policy, Trace Driven Simulations, Gateways (computer Networks), Packet Networks, Traffic Congestion, Deterministics, Diffusion Approximations, Internet Of Thing, Internet Of Thing Gateway, Massive Access Problem, Packet Arrivals, Packets Loss, Quasi-deterministic Transmission Policy, Trace Driven Simulation, Transmission Policy, Internet Of Things | |
| dc.subject | Gateways (computer networks), Packet networks, Traffic congestion, Deterministics, Diffusion approximations, Internet of thing, Internet of thing gateway, Massive access problem, Packet arrivals, Packets loss, Quasi-deterministic transmission policy, Trace driven simulation, Transmission policy, Internet of things | |
| dc.subject | Massive Access Problem | |
| dc.subject | IoT Gateways | |
| dc.subject | Quasi-Deterministic Transmission Policy | |
| dc.subject | Trace Driven Simulations | |
| dc.subject | Diffusion Approximation | |
| dc.subject | Internet of Things (IoT) | |
| dc.title | Mitigating the Massive Access Problem in the Internet of Things | |
| dc.type | Conference Object | |
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| gdc.description.department | ||
| gdc.description.departmenttemp | [Gelenbe E.] Institute of Theoretical and Applied Informatics Polish Academy of Sciences, Gliwice, 44-100, Poland, Yaşar University, Bornova, İzmir, Turkey, CNRS Lab. I3S Université, Côte d’Azur, Nice, France, CNRS Lab. Abraham de Moivre, London, United Kingdom; [Nakıp M.] Institute of Theoretical and Applied Informatics Polish Academy of Sciences, Gliwice, 44-100, Poland; [Marek D.] Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, 44-100, Poland; [Czachorski T.] Institute of Theoretical and Applied Informatics Polish Academy of Sciences, Gliwice, 44-100, Poland | |
| gdc.description.endpage | 132 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
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| gdc.description.volume | 1596 CCIS | |
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| gdc.virtual.author | Nakip, Mert | |
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| person.identifier.scopus-author-id | Gelenbe- Erol (7006026729), Nakıp- Mert (57212473263), Marek- Dariusz (57202501072), Czachórskí- Tadeusz (23396207600) | |
| project.funder.name | Acknowledgments. This research has been supported by the European Commission H2020 Program through the IoTAC Research and Innovation Action under Grant Agreement No. 952684. | |
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