By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data-driven white label SEO
    Does Data Mining Really Help with White Label SEO?
    7 Min Read
    marketing analytics for hardware vendors
    IT Hardware Startups Turn to Data Analytics for Market Research
    9 Min Read
    big data and digital signage
    The Power of Big Data and Analytics in Digital Signage
    5 Min Read
    data analytics investing
    Data Analytics Boosts ROI of Investment Trusts
    9 Min Read
    football data collection and analytics
    Unleashing Victory: How Data Collection Is Revolutionizing Football Performance Analysis!
    4 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-23 SmartData Collective. All Rights Reserved.
Reading: Trillion Triple Semantic Database
Share
Notification Show More
Aa
SmartData CollectiveSmartData Collective
Aa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > Trillion Triple Semantic Database
Data MiningKnowledge Management

Trillion Triple Semantic Database

TheodoreOmtzigt
Last updated: 2011/09/15 at 9:48 AM
TheodoreOmtzigt
3 Min Read
SHARE
The Semantic Web captures the semantics, or meaning, of data, and machines are enabled to interact with that meta data. It is an idea of WWW pioneer Tim Berners-Lee who observed that although search engines index much of the Web’s content, keywords can only provide an indirect association to the meaning of the article’s content. He foresees a number of ways in which developers and authors can create and use the semantic web to help context-understanding programs to better serve knowledge discovery.

The Semantic Web captures the semantics, or meaning, of data, and machines are enabled to interact with that meta data. It is an idea of WWW pioneer Tim Berners-Lee who observed that although search engines index much of the Web’s content, keywords can only provide an indirect association to the meaning of the article’s content. He foresees a number of ways in which developers and authors can create and use the semantic web to help context-understanding programs to better serve knowledge discovery.

Tim Berners-Lee originally expressed the vision of the Semantic Web as follows:

I have a dream for the Web [in which computers] become capable of analyzing all the data on the Web – the content, links, and transactions between people and computers. A ‘Semantic Web’, which should make this possible, has yet to emerge, but when it does, the day-to-day mechanisms of trade, bureaucracy and our daily lives will be handled by machines talking to machines. The intelligent agents people have touted for ages will finally materialize.

More Read

Image

Grover: A Business Syntax for Semantic English

Could Big Data Spur Semantic Web Development?
Scale, Structure and Semantics
Happy New Year: What’s Ahead for the Semantic Web (Part 2)
The Semantic Web, Part V: Getting Ready

The world of semantic databases just got a little bit more interesting with the announcement by Franz, Inc. and Stillwater SC of having reached a trillion triple semantic data store for telecommunication data.

http://www.franz.com/about/press_room/trillion-triples.lhtml

The database was constructed with an HPC on-demand cloud service and occupied 8 compute servers and 8 storage servers. The compute servers contained dual socket Xeons with 64GB of memory connecting through an QDR IB network to a 300TB SAN. The trillion triple data set spanned roughly 100TB of storage. It took roughly two weeks to load the data, but after that database provided interactive query rates for knowledge discovery and data mining.

The gear on which this result was produced is traditional HPC gear that emphasizes scalability and low latency interconnect. As a comparison, a billion triple version of the database was created on Amazon Web Services but the performance was roughly 3-5x slower. To create a trillion triple semantic database on AWS would have cost $75k and would have taken 6 weeks to complete.

TAGGED: semantic web
TheodoreOmtzigt September 15, 2011
Share This Article
Facebook Twitter Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

IoT Cybersecurity
4 Common Misconceptions Surrounding IoT Cybersecurity Compliance
Internet of Things
iot and cloud technology
IoT And Cloud Integration is the Future!
Internet of Things
ai in marketing
4 Ways AI Can Improve Your Marketing Strategy
Artificial Intelligence
data security unveiled
Data Security Unveiled: Protecting Your Information in a Connected World
Security

Stay Connected

1.2k Followers Like
33.7k Followers Follow
222 Followers Pin

You Might also Like

Image
Analytics

Grover: A Business Syntax for Semantic English

8 Min Read

Could Big Data Spur Semantic Web Development?

7 Min Read

Scale, Structure and Semantics

2 Min Read

Happy New Year: What’s Ahead for the Semantic Web (Part 2)

2 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Lost your password?