Big Data Consultant

Ranko Mosic

Subscribe to Ranko Mosic: eMailAlertsEmail Alerts
Get Ranko Mosic via: homepageHomepage mobileMobile rssRSS facebookFacebook twitterTwitter linkedinLinkedIn

Top Stories by Ranko Mosic

( For latest information on Oracle 12c database update please refer to the following article: Oracle 12c Database and How It Relates to SAP Hana ) RDBMSs are stable and mature products. While there is nothing radically new on horizon that would challenge Codd's relational theory and related advances in data processing there are some developments that force established vendors like Oracle to come up with new features and products. Column Stores and Oracle Column store concept has been around for quite a while. Vendors like HP Vertica grabbed some market share in data warehousing segment with their column store,  MPP databases. Oracle Exadata is offering Hybrid Columnar Compression -  solution that modifies Oracle standard row based storage (NSM, or row-major) into proprietary format that is probably closer to PAX (as opposed to DSM) classification. Rows of data are reo... (more)

Which Cloud Service Provider Should Host Your Oracle Databases?

Big shift towards Cloud environment has started. It is now clear that this change is similar in magnitude to the shift from mainframe to client-server computing two decades ago. Amazon Web Services is the pioneer and market leader in Cloud computing space. Other vendors are playing catch up and do not come close to the breadth and scale of AWS offerings. Services and features Amazon provides are quite extensive and cover many of the enterprise-class computing needs. APIs and command line interfaces are available for each service, which makes scripting and automation achievable. ... (more)

Oracle Database and Big Data: A Powerful Combination

Ever wondered how it is possible that Google searches through so much data with such speed and precision ? Part of the answer is MapReduce, Google technology for processing and generating large data sets. Apache Hadoop is open source software that can process petabytes of data in parallel on hundreds and thousands of commodity hardware nodes. It was inspired by Google MapReduce. Oracle corporation is acknowledging the power of Oracle/Hadoop combination by announcing Big Data Appliance - essentially Hadoop/Oracle database software/Oracle hardware bundle, to be available next yea... (more)

Oracle Fusion Applications - Installation and First Impressions (Part 5)

Oracle Forms and Reports are Fusion Middleware components needed for OFA installation. Forms is a GUI tool used to develop, generate and run database front end applications. Reports is a GUI tool used to develop, generate and run database reports. For the purposes of Oracle Fusion Applications installation we will secure Forms and Reports with Identity Management. Once you download and unzip  Oracle Forms and Reports software and run installer you will be presented with the welcome screen: Forms installer will recognize WebLogic software we deployed in one of the previous steps ... (more)

Big Data: Enterprise Class Machine Learning with Spark and MLbase

Machine Learning is a critical part of extracting value from Big Data. Choosing proper model, preparing data and getting usable results on large scale data is non-trivial exercise. Typically process consists of model prototyping using higher level, (mostly) single machine based tool like R, Matlab, Weka, then coding in Java or some other language for large scale deployment. This process is fairly involved, error prone, slow and inefficient. Existing tools aiming at automating and improving this process are still somewhat immature and wide scale Machine Learning enterprise adopti... (more)