Our experts will assist you leverage secured integration pipelines from all sort of sources along with proper data security, privacy and governance.
Recently, the world has seen an increasing demand for faster and highly efficient data access at our fingertips. This has given birth to the concept of enterprise data repositories. These enterprise data solutions are termed as Data Lake. This enterprise data lake has offered various benefits such as -
- Centralized enterprise content repositories
- Win over the traditional systems for data source
- Cleanse, enrich and transform data and analytics
- Search, analyse and derive insights from both structured as well as unstructured data.
Enterprise Data Services Data Lake (or EDS DL) project is an one stop shop for enterprise wide reporting and analytical data needs. Data is procured from disparate sources, both internal and external to the organization. The data comes in multiple formats (relational, structured, unstructured) and at various cadence. The procured data is processed and shared with downstream systems, analysts and end users through various channels like Looker Reports, ETL pushes etc.
AWS S3 service is used for data lake storage. Different S3 Buckets are created as per business needs. Various AWS technologies are engaged for procurement and processing of Data. Most of the Data pipeline jobs run on Amazon Elastic Container Service (ECS) on Fargate services. Amazon EC2 instances are created and used in Amazon EMR Clusters where Spark services are hosted to handle streaming jobs. Amazon Relational Database Service (RDS) is used to host necessary metadata for various jobs and tables. Amazon DynamoDB is used to store watermark values that’s needed for the incremental data pull and push. Security is implemented through IAM services. Multiple IAM roles are defined to control access for storage and processes based on business and team needs.
At VirtueTech, we help with smart data lake designs and help with managing the data migrations and transformations. We also empower the analytic team so they can work, experiment, and innovate. VirtueTech has had a trusted and continuing relationship with their Customer Getty Images. Our relationship has been developed as a result of our flawless AWS service and support to all our clients’ project needs.
