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Big Data

Introduction


Big data is a term for data sets that are so large or complex that traditional data processing application software is inadequate to deal with them. Challenges include capture, storage, analysis, data curation, search, sharing, transfer, visualization, querying, updating and information privacy. The term "big data" often refers simply to the use of predictive analytics, user behavior analytics, or certain other advanced data analytics methods that extract value from data, and seldom to a particular size of data set.

Hadoop Solutions


Apache Hadoop meets the challenges of Big Data by simplifying the implementation of data-intensive, highly parallel distributed applications. Used throughout the world by businesses, universities, and other organizations, it allows analytical tasks to be divided into fragments of work and distributed over thousands of computers, providing fast analytics time and distributed storage of massive amounts of data.

Hbase Solutions


Apache HBase is an open source, distributed NoSQL database which is fault-tolerant, extremely scalable, and perfect for Big Data environments. HBase scales linearly to handle huge data sets with billions of rows and millions of columns, and it easily combines data sources that use a wide variety of different structures and schemas. HBase is natively integrated with Hadoop and works seamlessly alongside other data access engines through YARN.

Hive Solutions


Hive has three main functions data summarization, query and analysis. It supports queries expressed in a language called HiveQL, which automatically translates SQL-like queries into MapReduce jobs executed on Hadoop.

AWS Solutions


Amazon Web Services (AWS) is a bundled remote computing service that provides cloud computing infrastructure over the Internet with storage, bandwidth and customized support for application programming interfaces (API).

SOLR Indexing


Solr is an open source enterprise search platform. Solr is highly reliable, scalable and fault tolerant, providing distributed indexing, replication and load-balanced querying, automated failover and recovery, centralized configuration and more. Solr powers the search and navigation features of many of the world’s largest internet sites.

Realtime Processing


As an AWS Consulting Partner for AWS, Smart Source provides end-to-end solutions that build on our deep understanding of AWS environments. With our enhanced solutions for AWS, customers can effectively integrate AWS into their managed private cloud and traditional IT environments.