Home > Internet > Online Trends

A real-time preprocessing model for massive data streams based on incremental learning

Source: Internet
Author: User
Keywords Massive data stream real-time preprocessing model incremental learning
Developer on Alibaba Coud: Build your first app with APIs, SDKs, and tutorials on the Alibaba Cloud. Read more ＞

A real-time preprocessing model for massive data streams based on incremental learning

Chen Danwei Chenhauzhuangjun

Aiming at the real-time and high efficiency of data stream preprocessing in mass data environment, a real-time preprocessing model of data flow in large data environment is proposed, based on MMHC (Maxmin hillclimbing) and incremental learning method to improve Bayesian network model construction process, Improve the effectiveness of the preprocessing model, but also reduce the time consumed by the model update, to some extent, prevent the data backlog, support the dynamic update of the network structure, suitable for more complex data environment.


A real-time preprocessing model for massive data streams based on incremental learning

This article is an English version of an article which is originally in the Chinese language on aliyun.com and is provided for information purposes only. This website makes no representation or warranty of any kind, either expressed or implied, as to the accuracy, completeness ownership or reliability of the article or any translations thereof. If you have any concerns or complaints relating to the article, please send an email, providing a detailed description of the concern or complaint, to info-contact@alibabacloud.com. A staff member will contact you within 5 working days. Once verified, infringing content will be removed immediately.

Related Keywords:
real estate data model incremental data preprocessing data in r massive amount of data preprocessing data in python a data model massive data analysis
Related Article
Getting Started with CDN
Front-end Must Learn: CDN Acceleration Principle
Elements of CDN Network
Cloud Security Issues Derived from the Development of Cloud C...
8 New Types of Attacks Facing the Cloud Environment

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

Hot Article
Hot Tags
computing conference access forum computer class data get http html applications
Popular Keywords
html add blank space register business logo register ssl certificate full site sign in sign up node js build cloud register register a subdomain in python network management system tutorial how to learn computer science by myself

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

Get Started for Free

  • Sales Support

    1 on 1 presale consultation

    Chat Contact Sales

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

    Open a Ticket

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.

    Learn More