TelecomTV TelecomTV
  • News
  • Videos
  • Channels
  • Events
  • Directory
  • Smart Studio
  • Surveys
  • Debates
  • Perspectives
  • DSP Leaders World Forum
  • DSP Leaders
  • Great Telco Debate
    • |
    • Follow
    • |
    • Subscribe
  • |
  • More
  • Webcasts
  • Surveys
  • Debates
  • Perspectives
  • Great Telco Debate
  • |
  • Follow TelecomTV
  • |
    • Subscribe
    • |
  • About
  • Privacy
  • Help
  • Contact
  • Follow TelecomTV
  • About
  • Privacy
  • Help
  • Contact
  • Sign In Register Subscribe
    • Subscribe
    • Sign In
    • Register
  • Search

Tracker

TelecomTV TRACKER

Sourced by TelecomTV's TRACKER platform
from Huawei Corporate News

Tracker

Huawei announces Network Mind research results aimed atachieving network control automation

Via Huawei Corporate News

Oct 27, 2016

[Hong Kong, China, October 27, 2016] The Noah's Ark Laboratory of Huawei today announced its research results in relation to Network Mind, the world's first prototype to apply machine learning to achieve intelligent, automated network traffic control through automatic detection and accurate prediction of traffic changes.

Network Mind facilitates the management of millions of network elements with millisecond response time and automatic adaptation and optimization based on service changes. Network Mind is therefore capable of helping telecom operators and enterprises achieve differentiated, self-adaptive control of complex services in ultra-large networks.

The amount of network elements, data traffic, and types of service in communication networks is soaring as new technologies continue to emerge, including 5G, the Internet of Things, Software-Defined Networking, Augmented Reality, and Virtual Reality. This results in a level of network complexity that is impossible to manually control through defined rules. How automatic modeling can be used to realize intelligent network control and management is a major topic of study at many research institutions.

In December 2015, the Noah's Ark Laboratory of Huawei developed the industry's first Network Mind prototype. The prototype is currently being tested in collaboration with telecom operators. Results of tests on live networks prove that Network Mind is highly efficient, flexible, and reliable in complex network control. It is up to 500% more efficient in realizing key performance indicators (such as task completion and policy generation) than existing control methods using template-based algorithms or heuristic optimization algorithms.

Network Mind is over 50 times more efficient when analyzing paths of large optical networks, and this improvement can reduce the time it takes to analyze typical use cases (such as optical network failure prevention), from 5 hours to as little as 6 minutes. When network conditions and business models change, Network Mind automatically adapts and renews its models to minimize the impact on existing services.

Online deep reinforcement learning and real-time Big Data mining and analytics are the key technologies of Network Mind. Deep learning enables effective abstract representations, while reinforcement learning supports self-adaptation and self-evolution. These technologies allow networks to learn and upgrade automatically based on data, thus realizing automated and intelligent control and management.

Important research results on Network Mind have been announced at major network-related academic conferences such as SIGCOMM and INFOCOM.

Huawei believes that the Network Mind prototype will catalyze the adoption of machine learning and artificial intelligence in communication networks, paving the way for automated, intelligent next-generation networks and offer a superior user experience.

Related Topics
  • 5G,
  • AI & ML,
  • AI, Analytics & Automation ,
  • Announcement,
  • Asia-Pacific,
  • Device Software & Apps,
  • Digital Platforms & Services,
  • Enterprise,
  • Huawei,
  • Internet of Things,
  • News,
  • Tracker,
  • Transformation,
  • VR & AR,
  • Zero Touch & Automation

More Like This

Access Evolution

Lumentum And Coherent to combine, uniting global industry leaders to accelerate the future of photonics

Jan 19, 2021

Digital Platforms & Services

Atos and IBM Collaborate to Accelerate Digital Transformation in the Enterprise with AI and Red Hat OpenShift Technologies

Jan 19, 2021

NFV

BATM's NFVTime now available for public cloud networks

Jan 19, 2021

5G

Telefónica Deutschland/O2 continues to focus on profitable growth and further intensifies network expansion in Germany

Jan 19, 2021

Access Evolution

CommScope Files Patent Infringement Suit Against SOLiD in Germany

Jan 18, 2021

This content extract was originally sourced from an external website (Huawei Corporate News) and is the copyright of the external website owner. TelecomTV is not responsible for the content of external websites. Legal Notices

Email Newsletters

Stay up to date with the latest industry developments: sign up to receive TelecomTV's top news and videos plus exclusive subscriber-only content direct to your inbox – including our daily news briefing and weekly wrap.

Subscribe

Top Picks

Highlights of our content from across TelecomTV today

1:4:29

Great Telco Debate: Live Debate – Day 2 (On-demand)

1:18:20

Great Telco Debate: Live Debate – Day 3 (On-demand)

43:08

Developing an ecosystem for vRAN

2:23

The TelecomTV Snapshot: The Great Telco Debate 2020 - CSP Highlights

  • TelecomTV
  • Decisive Media

TelecomTV is produced by the team at Decisive Media

Menu
  • News
  • Videos
  • Channels
  • Directory
  • Smart Studio
 
  • Surveys
  • Debates
  • Perspectives
  • Events
  • About Us
Our Brands
  • TelecomTV Tracker
  • TelecomTV Perspectives
  • DSP Leaders
  • DSP Leaders World Forum
  • The Great Telco Debate
Get In Touch
[email protected]
+44 (0) 207 448 1070

Request a Media Pack

Follow
  • © Decisive Media Limited 2021. All rights reserved. All brands and products are the trademarks of their respective holder(s).
  • Privacy
  • Terms
  • Legal Notices