AIoTtalk : A SIP-Based Service Platform for Heterogeneous Artificial Intelligence of Things Applications

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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Detail(s)

Original languageEnglish
Pages (from-to)14167-14181
Journal / PublicationIEEE Internet of Things Journal
Volume10
Issue number16
Online published10 Apr 2023
Publication statusPublished - 15 Aug 2023

Abstract

Recently, several Internet of Things (IoT) service platforms have been proposed to facilitate IoT application deployment. These platforms typically utilize the lightweight MQTT or CoAP application protocol, optimized for massive IoT applications. Unfortunately, these protocols are not suitable for the emerging, more sophisticated Artificial Intelligence of Things (AIoT). Session Initiation Protocol (SIP), in contrast, is a signaling and controlling protocol for real-time multimedia sessions, and has been viewed as a better candidate to provide a full range support of different broadband, critical, and industrial AIoT applications. However, there exists no generic SIP-based AIoT service platform that supports creations and operations of heterogeneous AIoT applications with various quality of service. This paper presents the first SIP-based AIoT service platform, AIoTtalk, that enables rapid development of scalar and multimedia AIoT applications. Moreover, we deploy an experimental testbed and two real SIP-based AIoT applications to demonstrate the applicability and the performance of our AIoTtalk under both the cloud and edge scenarios. The experimental results show that, together with accurate model predictions and edge-virtualization auto scaling, AIoTtalk guarantees low latency and high quality of experience for messaging and streaming-based AIoT applications. © 2023 IEEE.

Research Area(s)

  • Artificial intelligence, Artificial Intelligence of Things (AIoT), Cloud computing, edge virtualization, Engines, Internet of Things (IoT), Protocols, Real-time systems, Sensors, service platform, Session Initiation Protocol (SIP)

Citation Format(s)

AIoTtalk: A SIP-Based Service Platform for Heterogeneous Artificial Intelligence of Things Applications. / Yang, Shun-Ren; Lin, Yi-Chun; Lin, Phone et al.
In: IEEE Internet of Things Journal, Vol. 10, No. 16, 15.08.2023, p. 14167-14181.

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review