Margaret Rouse is an award-winning technical writer and teacher known for her ability to explain complex technical subjects simply to a non-technical, business audience. Over…
Real-time data streaming is the process by which big volumes of data are processed quickly such that a firm extracting the info from that data can react to changing conditions in real time. Large chunks of data are stream processed to enable the organizations to react to any fraudulent activity and potential threats, as well as to boost business benefits.
Real-time data streaming works by making use of continuous queries that work on time and buffer windows. This whole process is opposite to the traditional database model where data was first stored and indexed and was then processed. Real-time data streaming makes use of data while in motion through the server.
Real-time data streaming finds various applications. The major ones include:
Techopedia’s editorial policy is centered on delivering thoroughly researched, accurate, and unbiased content. We uphold strict sourcing standards, and each page undergoes diligent review by our team of top technology experts and seasoned editors. This process ensures the integrity, relevance, and value of our content for our readers.
Margaret is an award-winning technical writer and teacher known for her ability to explain complex technical subjects to a non-technical business audience. Over the past twenty years, her IT definitions have been published by Que in an encyclopedia of technology terms and cited in articles by the New York Times, Time Magazine, USA Today, ZDNet, PC Magazine, and Discovery Magazine. She joined Techopedia in 2011. Margaret's idea of a fun day is helping IT and business professionals learn to speak each other’s highly specialized languages.
What is Differential Privacy? Differential privacy is a mathematical framework for determining a quantifiable and adjustable level of privacy protection....
Margaret RouseTechnology Expert
What is cPanel Used For? cPanel is a crucial tool to help you access hosting features via a simple, non-technical...
Ilijia MiljkovacTechnology Writer
What is Operational Technology? Operational Technology, or OT, refers to the hardware and software systems that are used to control...
Marshall GunnellIT & Cybersecurity Expert
Trending NewsLatest GuidesReviewsTerm of the Day