Choices in Architecture, Design, Algorithms, Data Structures for effective RDF Reasoning and Querying in a Big Data Environment [on hold]

Posted by user2891213 on Programmers See other posts from Programmers or by user2891213
Published on 2013-10-17T17:19:30Z Indexed on 2013/10/17 22:18 UTC
Read the original article Hit count: 182

Filed under:

big-data

|

semantic-web

As part of my academic project I would like to know what choices in Architecture, Design, Algorithms, Data Structures do we need in order to provide effective and efficient RDF Reasoning and Querying in a Big Data Environment.

Basically I want to get info regarding below points:

What are the Systems and Software to get appropriate Architecture?
What kind of API layer(s) would we need on top of the Big Data stores, to make this possible?
The Indexing structures we will need.
The appropriate Algorithms, and appropriate Algorithms for Query Planning across Big Data stores.
The Performance Analysis and Cost Models we will need to justify the design decisions we have made along the way.

Can anyone please provide pointers..

Thanks, David

© Programmers or respective owner

Related posts about big-data

Big Data – Buzz Words: Importance of Relational Database in Big Data World – Day 9 of 21

as seen on SQL Authority - Search for 'SQL Authority'
In yesterday’s blog post we learned what is HDFS. In this article we will take a quick look at the importance of the Relational Database in Big Data world. A Big Question? Here are a few questions I often received since the beginning of the Big Data Series - Does the relational database have… >>> More
Big Data – Role of Cloud Computing in Big Data – Day 11 of 21

as seen on SQL Authority - Search for 'SQL Authority'
In yesterday’s blog post we learned the importance of the NewSQL. In this article we will understand the role of Cloud in Big Data Story What is Cloud? Cloud is the biggest buzzword around from last few years. Everyone knows about the Cloud and it is extremely well defined online. In this article… >>> More
Big Data – Operational Databases Supporting Big Data – RDBMS and NoSQL – Day 12 of 21

as seen on SQL Authority - Search for 'SQL Authority'
In yesterday’s blog post we learned the importance of the Cloud in the Big Data Story. In this article we will understand the role of Operational Databases Supporting Big Data Story. Even though we keep on talking about Big Data architecture, it is extremely crucial to understand that Big Data… >>> More
Big Data – Basics of Big Data Architecture – Day 4 of 21

as seen on SQL Authority - Search for 'SQL Authority'
In yesterday’s blog post we understood how Big Data evolution happened. Today we will understand basics of the Big Data Architecture. Big Data Cycle Just like every other database related applications, bit data project have its development cycle. Though three Vs (link) for sure plays an important… >>> More
Big Data – Is Big Data Relevant to me? – Big Data Questionnaires – Guest Post by Vinod Kumar

as seen on SQL Authority - Search for 'SQL Authority'
This guest post is by Vinod Kumar. Vinod Kumar has worked with SQL Server extensively since joining the industry over a decade ago. Working on various versions of SQL Server 7.0, Oracle 7.3 and other database technologies – he now works with the Microsoft Technology Center (MTC) as a Technology Architect… >>> More

Related posts about semantic-web

Top 10 Reasons Not To Do a Semantic Web Project

as seen on Devx - Search for 'Devx'
A startup's goal is success via the most simple and fastest route, and the Semantic Web rarely offers that in practice. >>> More
Recommend a Semantic Web book?

as seen on Stack Overflow - Search for 'Stack Overflow'
I've looked around but most books seem to fall into one of two categories: Either the book talks about SW technologies but doesn't teach you how to use them Or the book is geared for very complex data modeling and ontology creation. Worse, many of those books are outdated. I'm looking for an… >>> More
The Art of Narrative and the Semantic Web

as seen on Internet.com - Search for 'Internet.com'
As the Internet continues to evolve, Semantic Web technologies are beginning to emerge, but widespread adoption is likely to still be two to three years out. >>> More
Use Cases Dictate How You Adopt the Semantic Web

as seen on Internet.com - Search for 'Internet.com'
Designing Semantic Web applications involves a much more sophisticated and forward-thinking set of use cases than traditional web applications do. Find out why. >>> More
RDF and OWL: Have these delivered the promises of the Semantic Web?

as seen on Programmers - Search for 'Programmers'
These days I've been learning a lot about how different scientific fields are trying to move their data over to the Semantic Web in order to "free up data from being stored in isolated silos". I read a lot about how these fields are saying how their efforts are implementing the "visions" of the Semantic… >>> More