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  • Quality Code - Book Review and Interview

    Quality Code book, authored by Stephen Vance, covers the different aspects of software development lifecycle with focus on delivering quality product. In the book, Stephen discusses the practices for supporting software craftsmanship testing. InfoQ spoke with the author about the book and the best practices for testing application code.

    Srini Penchikala
    on Feb 25, 2014

  • Embedded Analytics and Statistics for Big Data

    This article provides an overview of tools and libraries available for embedded data analytics and statistics, both stand-alone software packages and programming languages with statistical capabilities. The authors also discuss how to combine and integrate these embedded analytics technologies to handle big data.

    Christof Ebert Panos Louridas
    on Feb 23, 2014

  • From Imperative Programming to Fork/Join to Parallel Streams in Java 8

    The authors compare different methods to compute the variance of a large data set using an imperative style, The fork/join framework and the new Streams API in Java 8

    Mario Fusco Raoul-Gabriel Urma
    on Feb 21, 2014

  • Reliable Auto-Scaling using Feedback Control

    Philipp K. Janert explains how to reliably auto-scale systems using a reactive approach based on feedback control which provides a more accurate solution than deterministic or rule-based ones.

    Philipp K. Janert
    on Feb 19, 2014

  • Modern Enterprise Performance Analysis Antipatterns

    In this article we present some of the most common performance analysis antipatterns in the enterprise platform, expressed in terms of their basic causes along with remediation strategies.

    Ben Evans
    on Feb 15, 2014

  • Big Data Analytics for Security

    In this article, authors discuss the role of big data and Hadoop in security analytics space and how to use MapReduce to efficiently process data for security analysis for use cases like Security Information and Event Management (SIEM) and Fraud Detection.

    Sreeranga P. Rajan Alvaro A. Cárdenas Pratyusa K. Manadhata
    on Feb 11, 2014

  • How LinkedIn Uses Apache Samza

    Apache Samza is a stream processor LinkedIn recently open-sourced. In his presentation, Samza: Real-time Stream Processing at LinkedIn, Chris Riccomini discusses Samza's feature set, how Samza integrates with YARN and Kafka, how it's used at LinkedIn, and what's next on the roadmap.

    Roopesh Shenoy
    on Feb 09, 2014

  • Virtual Roundtable: The Future of PaaS in Cloud Computing

    There has been a raging debate about PaaS and whether it is still a valuable part of a cloud portfolio, so InfoQ reached out to four leaders in the cloud domain (cloud advocate Krish Subramanian, cloud developer Dan Turkenkopf, cloud executive JP Morgenthal, and cloud expert James Urquhart) for their opinions on the future of PaaS.

    Richard Seroter
    on Feb 05, 2014

  • Building Applications With Hadoop

    When building applications using Hadoop, it is common to have input data from various sources coming in various formats. In his presentation, “New Tools for Building Applications on Apache Hadoop”, Eli Collins overviews how to build better products with Hadoop and various tools that can help, such as Apache Avro, Apache Crunch, Cloudera ML and the Cloudera Development Kit.

    Roopesh Shenoy
    on Jan 30, 2014

  • ActiveJPA – Active Record Pattern for JPA

    ActiveJPA is a Java implementation of Martin Fowler’s Active Record pattern that wraps around JPA and provides useful abstractions to simplify data access. With ActiveJPA, models themselves act as a DAO and interact with the database without requiring additional code for the DAL. In this article the primary committer discusses ActiveJPA and provides plenty of usage examples.

    Ganesh Subramanian
    on Jan 22, 2014

  • Discover and Diagnose Java Concurrency Problems Using Contemplate's ThreadSafe

    Writing Java software that correctly and safely makes use of concurrency requires careful thought. Software that incorrectly accounts for concurrency can contain intermittent defects that elude even the most rigorous testing regimes. Static analysis tools can analyze source code or compiled bytecode to discover latent bugs hidden within code, long before it is executed.

    Robert Atkey
    on Jan 14, 2014

  • Book Review and Interview: Real World OCaml

    The new book Real World OCaml provides a deep dive into the OCaml programming language. InfoQ caught up with the authors to hear about real world Ocaml users, its unique features, and much more.

    Werner Schuster
    on Jan 08, 2014
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