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  • Data Science Follow 125 Followers

    Big Data Processing Using Apache Spark - Part 6: Graph Data Analytics with Spark GraphX

    by Srini Penchikala Follow 6 Followers on  Mar 14, 2017 2

    In this article, author Srini Penchikala discusses Apache Spark GraphX library used for graph data processing and analytics. The article includes sample code for graph algorithms like PageRank, Connected Components and Triangle Counting.

  • Data Science Follow 125 Followers

    Three Experts on Big Data Engineering

    by Clemens Szyperski Follow 0 Followers , Martin Petitclerc Follow 0 Followers , Roger Barga Follow 0 Followers on  Mar 12, 2017

    Clemens Szyperski (Microsoft), Martin Petitclerc (IBM), and Roger Barga (Amazon Web Services) answer three questions: What major challenges do you face when building scalable, big data systems? How do you address these challenges? Where should the research community focus its efforts to create tools and approaches for building highly reliable, scalable, big data systems?

  • Data Science Follow 125 Followers

    Data Preprocessing vs. Data Wrangling in Machine Learning Projects

    by Kai Wähner Follow 0 Followers on  Mar 05, 2017

    This article compares different alternative techniques to prepare data, including extract-transform-load (ETL) batch processing, streaming ingestion and data wrangling. The article also discusses how this is related to visual analytics, and best practices for how different user roles such as the Data Scientist or Business Analyst should work together to build analytic models.

Architecture & Design Follow 264 Followers

Learning Paths: QCon London Expert Recommendations

Posted by Wesley Reisz Follow 4 Followers on  Feb 16, 2017

Advice on the best talks to attend at QCon London 2017 from London Thought Leaders.

DevOps Follow 92 Followers

Q&A with Immuta on the Implications of EU’s General Data Protection Regulation (GDPR)

Posted by Manuel Pais Follow 4 Followers on  Feb 10, 2017

InfoQ talked with Immuta’s Andrew Burt and Steve Touw, to better understand the implications and challenges of the EU's Global Data Protection Regulation, which will come into effect in May 2018.

Data Science Follow 125 Followers

Analysis and Mitigation of NoSQL Injections

Posted by Aviv Ron  Followers , Alexandra-Shulman-Peleg Follow 0 Followers , Anton Puzanov  Followers on  Jan 18, 2017

Because code analysis alone is insufficient to prevent attacks in today's typical large-scale deployment, certain mitigations should be done throughout the entire software life cycle.

.NET Follow 47 Followers

Interview with Entity Modelling Tool Creator, Frans Bouma

Posted by Jonathan Allen Follow 5 Followers on  Jan 06, 2017

Our first .NET interview of the year is with Frans Bouma of the entity modeling tool LLBLGen Pro.

Data Science Follow 125 Followers

Cassandra: The Definitive Guide, 2nd Edition Book Review and Interview

Posted by Srini Penchikala Follow 6 Followers on  Jan 05, 2017

Cassandra: The Definitive Guide, 2nd Edition book authored by Jeff Carpenter and Eben Hewitt covers the Cassandra NoSQL database version 3.0. InfoQ spoke with the co-author Jeff Carpenter.

DevOps Follow 92 Followers

Automating the Database: A Win-Win for DBAs and DevOps

Posted by Yaniv Yehuda Follow 0 Followers on  Dec 19, 2016

The key to effective database administration in DevOps initiatives is safe automation and enforced source control for the database, which prevents many errors from reaching the deployment stage.

JavaScript Follow 32 Followers

Polymorphism of MVC-esque Web Architecture: Real Time Reactive Fulfillment

Posted by Brent Chen Follow 0 Followers , Victor Chen Follow 0 Followers on  Dec 17, 2016

Recent advancements have revitalized the reactive idea of the MVC architecture. In this article, Brent Chen and Victor Chen show how developers can leverage these new technologies.

Data Science Follow 125 Followers

Article Series: Getting a Handle on Data Science

Posted by Francine Bennett Follow 0 Followers on  Dec 05, 2016

In this series we explore ways of making sense of data science - understanding where it’s needed and where it’s not, and how to make it an asset for you, from people who’ve been there and done it.

Data Science Follow 125 Followers

From Raw Data to Data Science: Adding Structure to Unstructured Data to Support Product Development

Posted by Rishi Nalin Kumar Follow 0 Followers on  Nov 25, 2016

With unstructured database technologies like Cassandra, MongoDB and even JSON storage in Postgres, unstructured data has become remarkably easy to store and to process.

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