Data centric large scale business owners have to store tremendous amount of data. These organizations have complex business infrastructure, complicated data flows and have dynamic data that changes with business logics. Managing such a huge amount of dynamic data maintaining the data quality, integrity and security at place is difficult and challenging. That is why we need data lake consulting services. Data must flow like a stream of lake which has no turbulence and overflow. In this blog we will understand the importance of data lake consulting services for large scale businesses.
Understanding data lake architecture for large scale business
Data is collected from various data sources like business applications, different databases, multiple devices like Iot sensors, and device logs and is processed in data processing layer. Here data is indexed, governed, administered and secure using object storage, Meta storage and replication model. ETL tools are used for extract, transform and load the data for preparing it for data analysis and reporting. Data lake engineers make API to connect the dashboard, target EDW, data visualization applications and data science projects with refined, optimized and secure database.
Data lake consulting services is a professional services offered by certified azure data lake engineers to businesses for streamline the flow of data to ensure data is accessible, retrievable and quickly backed up with better recovery and backup plans. The data in the data lake is free from redundancy, optimized and can be retrieved at faster rate than traditional retrieval methods.
Importance of data lake consulting services
Data strategy development
Organization store huge amount of data and some of them contains sensitive data of the consumers. These data must be private and not be accessible in the public domain. That is why we need to set up a data strategy that helps in making the specific data to be invisible or hidden from the public domain and make them secure from data hackers. Data lake consultants can help us build cost effective and powerful data strategy for organization of any scale and composition.
Design data architecture
Organization that has complicated business infrastructure might have issues in scalability. That is why to optimize the work flow in business and implement business logic we need simplified data architecture. Data lake engineers can help you design robust, scalable and secure data architecture as per business needs and team size.
Integrate data in business applications
At times business owners want to check the report of the sales to build the strategy for product promotion. For this purpose we need to collect the data from different sources, refine and process them for integrating it with business applications. In this way data lake engineers help business owners to make informed business decisions.
Security and compliance of data
Data security and compliance is essential and crucial for businesses of all size whether it is small or large scale. For this purpose data lake consultants build security measures that helps in compliance of data with data laws set by data regulatory authorities and ensuring security, integrity and accessibility of data at the time of need.
Continuous improvement
Data Lake consulting services is not one time effort. It is a continuous monitoring of data lake application performance, optimization of data, and evolution and implementation of new technology to save space, and improve performance.
To sum up we must say that we must hire experienced certified azure data lake consultants for availing data lake consulting services. Data lake consulting partners must understand the business need for data lake implementations and plan, design, develop, test and deploy data lake applications that optimize the data, make it accessible with efficient data flow using CI/CD pipelines or APIs that are secure and have high performance all the time.