Loading [MathJax]/extensions/MathMenu.js
Ride: A Resilient IoT Data Exchange Middleware Leveraging SDN and Edge Cloud Resources | IEEE Conference Publication | IEEE Xplore

Ride: A Resilient IoT Data Exchange Middleware Leveraging SDN and Edge Cloud Resources


Abstract:

Internet of Things (IoT) deployments rely on data exchange middleware to manage communications between constrained devices and cloud resources that provide analytics, dat...Show More

Abstract:

Internet of Things (IoT) deployments rely on data exchange middleware to manage communications between constrained devices and cloud resources that provide analytics, data storage, and serve user applications. In this paper, we propose the Resilient IoT Data Exchange (Ride) middleware that enables resilient operation of IoT applications despite prevalent network failures and congestion. It leverages programmable Software-Defined Networking (SDN)-enabled infrastructure along with both localized edge and cloud services. The two-phase Ride middleware extends existing publish-subscribe oriented IoT data exchanges according to application-specified resilience requirements and without IoT device client modifications. The first phase, Ride-C, improves IoT data collection by gathering network-awareness via a novel resource-aware adaptive probing mechanism and dynamically redirecting IoT data flows across multiple public and local (edge) cloud data exchange connections. The second phase, Ride-D, uses this information to disseminate time-critical alerts via an intelligent network-aware resilient multicast mechanism. Results from our prototype smart campus testbed implementation, Mininet-based emulated experiments, and larger-scale simulations show that Ride enables network awareness for greater cloud connection up-times, timely fail-over to edge services, and more resilient local alert dissemination.
Date of Conference: 17-20 April 2018
Date Added to IEEE Xplore: 28 May 2018
ISBN Information:
Conference Location: Orlando, FL, USA

Contact IEEE to Subscribe

References

References is not available for this document.