Recent Trends in Distributed Online Stream Processing Platform for Big Data: Survey
Ahmed Hussein Ali, Mahmood Zaki Abdullah · 2018
There is no doubt that big data has become an important source of information and knowledge, especially for large profitability companies such as Facebook and Amazon. But, dealing with this kind of data comes with great difficulties; thus, several techniques have been used to analyze them. Many techniques handle big data and give decisions based on off-line batch analysis. Today, we need to make a constructive decision based on online streaming data analysis. Stream computing is gaining interest because it provides the opportunity for real-time data analytics. The objective of this paper is to give an in-depth analysis of efficient big data streaming analysis platforms, as well as to provide solutions for some on-line big data processing problems. Additionally, some recent works in big data streaming were highlighted.