big data architecture


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big data architecture

The overall framework of big data processing within an organization. Big data architecture covers the data sources, storage formats, analysis tools and reporting methods. See big data, Hadoop and Spark.
References in periodicals archive ?
Figure 3 shows the proposed big data architecture for healthcare.
Review of technologies supporting the big data architecture
Figure 1: Relational vs NoSQL database differences Relational NoSQL Row/Column structure HyperTabie Foreign Key Hypertable Key Rigid Schema No Schema Scale Up Scale Out SQL HiveSQL Figure 2: Big data architecture Runtime Scripting Language Parallel Computing Framework Database Filesystem
Noida, June 18 -- Impetus Technologies (www.impetus.com), the big data thought leader and innovation-based software R&D services company, today announced that it is hosting an informative webinar, titled "Big Data Architecture: Beyond the Elephant Ride" on June 29, 2012 (10:00am PT/ 1:00pm ET/ 10:30pm IST).
The most prominent obstacle being a lack of understanding on how to add Big Data capabilities to the overall information architecture to build an all pervasive Big Data architecture. Companies have to understand that planning Big Data architecture is not about understanding just what is different.
The convergence of Stellar Loyalty's big data architecture with Cheetah Digital's Marketing Suite provides marketers with an unprecedented, single platform solution with next-generation data management and superior cross-channel execution capabilities.
Navistar integrates data from its Teradata data appliance, IBM DB2 database, and big data architecture Hadoop into the SAS environment for analytical use.
Big data architecture, can alternatively be called as hadoop architecture, as today there aren't many Big data implementations without using hadoop.
Hadoop is arguably the most ubiquitous component in today's big data architecture. Hadoop's HDFS distributed file system remains the most economical form of storage for the massive amounts of fine-grained data underlying big data initiatives, and MapReduce remains the default batch processing paradigm.
Big Data & Machine Learning - A big data architecture will allow retailers to be data rich, atomic rich, attribute intensive, and will allow them to run to petabytes.
The Big Data Architecture Camp (BDAC) is an intensive content-packed workshop to effectively jumpstart or accelerate the big data architecture awareness, understanding, ramp-up, knowledge, and expertise, with lectures, case studies, and hands-on labs.
+ Help you design and define Big Data Architecture components