Ideal Cloud-based Data Lake Framework

We know that with the right technology, we can do much better than just keep up and if we could also ensure flexible development and make it easier to protect our data, process to access, process and analyze data whenever it’s required. With the right tools and best practices, an organization can use all its data, making it accessible to more users and fueling better business decisions.

New technologies innovations can improve improve the modern cloud-based data lakes, data warehousing and analytics with regard to availability, simplicity, cost, and performance which should be meet current and future needs by ableing to scale both compute and storage independently. It shouldn’t interfere with any ongoing workloads, degrade performance, or result in service unavailability due to backup processes running in the background. And it should be cheap, with clever ways to preserve our data without having to copy and move it somewhere else.

The modern data lake is foundational for the modern enterprise. If set up properly, a data lake will draw people to naturally gravitate there with ideas and come away with useful insights when it comes to ensuring the durability, resiliency, and availability of the system. 

Technology is the most basic need for Any Modern Data Lakes — Now a days, many technologies such as Databricks, Microsoft Azure, AWS cloud are providing many services to support Big data which is an idea as much as a particular methodology to enabling powerful insights, faster and better decisions, and even business transformations across many industries.

The pillars of a data lake include scalable and durable storage of data, mechanisms to collect and organize that data, and tools to process and analyze the data and share the findings.

So, we focus on the key technologies that should be part of any modern data lakes for supporting big data means any kind of the data.

1. Cloud comes with Unlimited Resource— Cloud based services are particularly well-suited for data lakes because it gives us unlimited resources means cloud infrastructure delivers near-unlimited resources, on demand, and within minutes or seconds without worrying any thing. Organizations pay only for what they use, making it possible to dynamically support any scale of users…