A data lake is a trending data analytics structure that supports massive amounts of data. It is a kind of centralized library to store structured, semi-structured, and unstructured data in its raw and native format. Data lakes accommodate all types of data, regardless of source, because of their open and scalable architecture.
Typically, raw, cleansed, and curated data files are stored in staged zones to allow different types of users to access them in various forms. The core function of a data lake is to make data consistent across a variety of applications, enabling advanced analytics, machine learning, predictive analytics, and other forms of intelligent action.
The Alibaba Cloud Data Lake solution lets you store, manage, and analyze massively structured, semi-structured, and unstructured stream data to gain insights and break down data silos.
In addition, you can store all types of data as-is, configure rules throughout the data lifecycle to flexibly store hot and cold data in response to changing business needs, and seamlessly integrate your data lake with different computing and AI engines (like MaxCompute, Hologres, DataBricks, Machine Learning Platform for AI, etc.) for unified batch and stream processing.
The Alibaba Cloud Data Lake solution reduces O&M workload and simplifies data development and management through a serverless architecture that supports multiple data analysis scenarios.
As a result of creating a system that combines real-time data processing with offline batch processing in a single programming model, the Alibaba Cloud Data Lake solution removes the operational complexity of code and replaces it with accuracy, consistency, and high performance.
The Alibaba Cloud Data Lake solution allows users to integrate and develop data, catalog, and manage data security and service management for all types of data in a data lake with high durability, backed by an industry-leading SLA.
Across an array of layers, the Alibaba Cloud Data Lake solution is based on a cohesive architecture. A wide range of products and tools are available for the integration, storage, and processing of data at each layer.
A key feature of Alibaba Cloud Object Storage (OSS) is its industry-leading scalability, durability, and performance. Data can be easily ingested from IoT devices, on-premises environments, and cloud environments into your data lake, and data lifecycle rules can be configured to store hot and cold data in different storage classes based on data access requirements and costs.
Architects and builds a cloud-native data lake that supports batch and stream data processing and ensures enterprise-level permission control throughout the entire data lifecycle.
Executes user queries, performs advanced data analysis, and extracts business insights from managed data by seamlessly connecting to a variety of computing engines and AI platforms
Based on data computing engines, it provides efficient, secure, and reliable data development and governance services.
Many users require a data storage and analytics solution that offers more agility and flexibility than traditional data management systems.
Users face numerous challenges when storing data on a data lake, including the migration process, data management, self-service analytics, storage costs, and others.
Click2Cloud provides many of the building blocks required to help customers implement a secure, flexible, and cost-effective data lake. It helps find, process, store, and analyze structured and unstructured data.
As a support service for building data lakes, Click2Cloud enables users to store data on Alibaba Cloud Data Lake, which deploys a highly available, cost-effective data lake architecture coupled with a user-friendly interface for browsing and requesting data sets.
Innovation Factory powered by Click2Cloud offers the most secure, scalable, comprehensive, and cost-effective portfolio of services that enables customers to build their data lake on the Alibaba Cloud and analyze all the data, including IoT data, with multiple analytical approaches, including machine learning.
Innovation Factory helps customers build powerful, high-scale data lakes using Alibaba Storage, which tends to increase their competitive edge.
The Alibaba Cloud Data Lake solution enables users to establish data lake platforms for to transform enterprises' big data. Users can store, manage, and analyze data of all sizes and types in real-time using the Alibaba Cloud Data Lake solution.
Alibaba Clouder - January 11, 2018
Rupal_Click2Cloud - December 26, 2022
Alibaba Clouder - February 12, 2021
Alibaba Cloud Community - December 7, 2022
Alibaba EMR - June 8, 2021
Alibaba EMR - July 9, 2021
An end-to-end solution to efficiently build a secure data lakeLearn More
Alibaba Cloud provides big data consulting services to help enterprises leverage advanced data technology.Learn More
Build a Data Lake with Alibaba Cloud Object Storage Service (OSS) with 99.9999999999% (12 9s) availability, 99.995% SLA, and high scalabilityLearn More
Alibaba Cloud experts provide retailers with a lightweight and customized big data consulting service to help you assess your big data maturity and plan your big data journey.Learn More
More Posts by PM - C2C_Yuan