Build profitable and scalable Big data structure for your enterprise. An architecture which is not only sustainable by also expansive and modular in design. This will help justify the investments and streamline your value realization by design.
With the advent of Big Data, enterprises have access to the 100% enterprise data available including trillions of transactional data from enterprises:
Handling massive amounts of data poses its own challenges, and the ROI of big data initiative is achieved based on use case criticality and modularity of big data Architecture.
|SQL Server||Analytical Data Store|
|Azure Storage||Raw Data store|
|HDInsight||Data Processing Layer|
|Azure Express Route||Cloud Integration|
|AWS RedShift||Analytical Data Store|
|AWS S3||Raw Data store|
|AWS EMR||Data Processing Layer|
|AWS VPC, AWS Cloud Watch, AWS Direct Connect||Cloud Integration|
The Data Lake is the hub of business value proposition for establishing a Big Data ecosystem. While the ROI of the ecosystem will depend on the use cases chosen and their criticality, the Business Data Lake helps in accelerating the value realization.
The Data Lake is a centralized pool of disparate data sources in one location. Data Lakes promise rich analytical insights through faster data ingestion ,and focus on storing data from disparate sources ignoring the governance part of it.
Making a ungoverned and uninformed Data Lake business centric requires establishing the following layers and critical consideration of the parameters described below