Practical Guide to Smart Factory Transition Using IoT, Big Data and Edge Analytics
نویسندگان
چکیده
منابع مشابه
A Fuzzy TOPSIS Approach for Big Data Analytics Platform Selection
Big data sizes are constantly increasing. Big data analytics is where advanced analytic techniques are applied on big data sets. Analytics based on large data samples reveals and leverages business change. The popularity of big data analytics platforms, which are often available as open-source, has not remained unnoticed by big companies. Google uses MapReduce for PageRank and inverted indexes....
متن کاملIoT Data Analytics Using Deep Learning
Xiaofeng Xie, Di Wu, Siping Liu, Renfa Li Abstract: Deep learning is a popular machine learning approach which has achieved a lot of progress in all traditional machine learning areas. Internet of thing (IoT) and Smart City deployments are generating large amounts of time-series sensor data in need of analysis. Applying deep learning to these domains has been an important topic of research. The...
متن کاملBig Data Analytics using Hadoop
This paper is an effort to present the basic understanding of BIG DATA is and it's usefulness to an organization from the performance perspective. Along-with the introduction of BIG DATA, the important parameters and attributes that make this emerging concept attractive to organizations has been highlighted. The paper also evaluates the difference in the challenges faced by a small organiz...
متن کاملRunning head : A PRACTICAL GUIDE TO BIG DATA
The massive volume of data that now covers a wide variety of human behaviors offers researchers in psychology an unprecedented opportunity to conduct innovative theoryand datadriven field research. This article is a practical guide to conducting big data research, covering data management, acquisition, processing, and analytics (including key supervised and unsupervised learning data mining met...
متن کاملRole of Big Data and Analytics in Smart Cities
The aim of this paper is to study the real potential of using Big Data Analytics in Smart Cities. In this work, we studied cases across the globe where decision maker are using Big Data Analytics as a tool for making Smart City. The paper covers how Internet of Things, Machine to machine, Big Data and Smart Cities Linkages can help in doing predictive analytics which can be helpful to human wel...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2018
ISSN: 2169-3536
DOI: 10.1109/access.2018.2872799