@article{bibcite_15718,
  author = {Erol Gelenbe and Mert Nakip and Tadeusz Czach{\'o}rski},
  title = {Improving Massive Access to IoT Gateways},
  abstract = {<p>IoT networks handle incoming packets from large numbers of IoT Devices (IoTDs) to IoT Gateways. This can lead to the IoT Massive Access Problem that causes buffer overflow, large end-to-end delays and missed deadlines. This paper analyzes a novel traffic shaping method named the Quasi-Deterministic Traffic Policy (QDTP) that mitigates this problem by shaping the incoming traffic without increasing the end-to-end delay or dropping packets. Using queueing theoretic techniques and extensive data driven simulations with real IoT datasets, the value of QDTP is shown as a means to considerably reduce congestion at the Gateway, and significantly improve the IoT network{\textquoteright}s overall performance.</p>
},
  year = {2022},
  journal = {Performance Evaluation},
  chapter = {102308},
  month = {08/2022},
  doi = {10.1016/j.peva.2022.102308},
  language = {eng},
}