Cloud-Based Data Lake
A Cloud-Based Data Lake is a robust data storage and administration architecture that uses cloud computing's scalability, flexibility, and cost-effectiveness to manage massive amounts of organized and unstructured data. This article investigates the design, deployment options, and advantages of employing a cloud-hosted information lake, focusing on its role as part of contemporary data-driven processes for making decisions. If a data centre or data mart appears to be a container of water cleansed and ready for consumption, then “Data Lake” is a full lake of data that has been cleaned and is ready to use. A major emphasis is on how cloud-based solutions, such as expandable storage, analytics in real time, and machine learning connections, enable businesses to store, process, and review data with unparalleled efficiency and agility. The report also looks at the obstacles that come with cloud-based information lakes, such as data security, administration, and compliance and suggests solutions. This research offers a detailed review of data stored in cloud lakes, providing significant insights for enterprises. This research offers an in-depth analysis of cloud-based information lakes, providing useful knowledge to enterprises contemplating using cloud infrastructure for more efficient data management and data analysis, which will promote innovation and edge in a rapidly changing digital landscape.
Authors
- Neetu Bala
- V. K. Choudhary (ORCID: https://orcid.org/0000-0003-3588-4224)
- Kartik
Institutions
- Chandigarh University (IN)
Publication Details
- Published
- 2024-12-20
- DOI
- https://doi.org/10.1109/icaiqsa64000.2024.10882348
- Primary Topic
- Big Data and Business Intelligence
- Type
- article
- Field-Weighted Citation Impact
- 0.00