IoT data dissemination scheme for reducing delay in multi-broker environments

Anna Cho, Tae Young Kim, Chang Kyung Kim, Sieun Choi, Su Kyoung Lee

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

With the rapid increase of Internet of Things (IoT) devices, an efficient communication protocol is needed to effectively manage the exchange and generation of data from these devices. Message Queuing Telemetry Transport (MQTT) is widely adopted in IoT systems due to its lightweight design and the support for topic-based publish–subscribe architectures. In MQTT, multiple IoT devices are connected to a server, referred to as a broker, to facilitate efficient data transmission and reduce network overhead. However, the traditional single-broker system is unable to efficiently support the massive number of IoT devices. Although a multi-broker system is proposed as a solution, the use of the flooding method for updating topics has generated a significant amount of inter-broker traffic, causing severe congestion in the brokers. As a result, this will lead to long topic update delay. To resolve this issue, in this paper, we propose a topic update dissemination scheme by considering the congestion in brokers. We formulate the topic update dissemination problem using the Lyapunov function, to minimize the topic update delay in the multi-broker system. To solve the problem, we propose a heuristic algorithm for the update dissemination forwarding decision. The simulation results show that the proposed algorithm can effectively reduce the topic update delay compared to other existing algorithms.

Original languageEnglish
Article number101025
JournalInternet of Things (Netherlands)
Volume25
DOIs
Publication statusPublished - 2024 Apr

Bibliographical note

Publisher Copyright:
© 2023 Elsevier B.V.

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Science (miscellaneous)
  • Information Systems
  • Engineering (miscellaneous)
  • Hardware and Architecture
  • Computer Science Applications
  • Artificial Intelligence
  • Management of Technology and Innovation

Fingerprint

Dive into the research topics of 'IoT data dissemination scheme for reducing delay in multi-broker environments'. Together they form a unique fingerprint.

Cite this