Internet of Things

Chapter 8

Stream processing in IoT: foundations, state-of-the-art, and future directions

X. Liu^*

A.V. Dastjerdi^*

R. Buyya^*,***    Cloud Computing and Distributed Systems (CLOUDS) Laboratory, Department of Computing and Information Systems, The University of Melbourne, Australia^**    Manjrasoft Pty Ltd, Australia

Abstract

The emerging stream-processing paradigm has become an enabling technology that powers the time-critical applications for Internet of Things. It offers the ability to collect, integrate, analyze, and visualize continuous data streams in real time, with a scalable, highly available, and fault-tolerant architecture. This chapter outlines the relationship between stream processing and IoT, provides a discussion on the idea and formal ...