Overcoming Big Data obstacles Make sure that the identified use case is appropriate for a Big Data solution. Highly structured and transaction-oriented data may be better served by a traditional DBMS.

Big data is a moving target, and it comes in waves: before the dust from each wave has settled, new waves in data processing paradigms rise. Streaming, aka real-time / unbounded data processing ...

In today’s data landscape, a distributed architecture is driven by the need for real-time insights, compliance, and the scalability provided by cloud computing, with organizations increasingly ...

An optimal big data storage architecture stores the data you need and archives what you don’t need right away at the lowest possible cost.

One feature of the big data revolution is the acknowledgement that a single database management system architecture cannot meet all needs. However, the Lambda Architecture provides a useful pattern ...

Building big data strategies that not only excel at real-world data analytics tasks in real-time applications, but also mesh with existing enterprise application architecture strategies is an enormous ...

This online data science specialization is for software engineers interested in the principles of building and architecting large software systems that use big data. The first course introduces you to ...

As Big Data is diverted from static data lakes and put into motion, there have been promises of all-in-one solutions — unified architecture for all aspects of Big Data management. Andrea ...

The manufacturer’s hybrid-cloud architecture has enabled many of these capabilities, including running some 120 applications and supporting its big-data architecture in order to complete highly ...