DataWorks is a Big Data platform product launched by Alibaba Cloud. It provides one-stop Big Data development, data permission management, offline job scheduling, and other features.
DataWorks works straight ‘out-the-box’ without the need to worry about complex underlying cluster establishment and Operations & Management.
- Development Visualization You can drag and drop nodes to create a workflow. You can also edit and debug your code online, and ask other developers to join you.
- Multiple Task Types Supports data integration, MaxCompute SQL, MaxCompute MR, machine learning, and shell tasks.
- Strong Scheduling Capability Runs millions of tasks concurrently and supports hourly, daily, weekly, and monthly schedules.
- Task Monitoring and Alarms Supports task monitoring and sends alarms when errors occur to avoid service interruptions.
Best Platform for Building Big Data Warehouses
DataWorks is the best platform for building big data warehouses, and provides comprehensive data warehousing services.
A comprehensive solution that covers all aspects of data warehousing
DataWorks provides a full solution for data aggregation, data processing, data governance, and date services. The involved features include data integration, data development, data quality, data protection, and data services.
Separate production and development environment
Provides a separate production and development environment. You can debug the code in the development project before releasing your application to the production environment. This ensures the stability and security of your service.
Provides an end-to-end platform for all development and debugging tasks, eliminating the need to switch between different tools.
Secure and reliable
Provides the basic security mechanisms. Allows you to manage your data with multiple permission settings.You can drag and drop nodes to create a workflow. You can also edit and debug your code online, and ask other developers to join you.
Stable and Efficient Scheduling System
Schedules millions of tasks concurrently to ensure the stability of your service.
Stable and reliable
Provides a unified task scheduling platform and supports the scheduling of millions of tasks to streamline data processing.
Provides a DAG-based visual interface.
Supports multiple scheduling periods
Allows you to create minutely, hourly, daily, weekly, and monthly schedules.
Monitoring and alarms
Allows you to create different types of alarms to monitor task status.
Collaborative Development Capability
Provides multiple roles and permissions so that users can collaborate efficiently.
Manage multiple roles
Allows you to manage multiple roles such as administrators, developers, maintenance personnel, and visitors. This reduces management costs.
Provides the version management capability and lock mechanism. This enables multiple developers to participate in collaborative development.
Powered by Strong Compute and Storage Capability of MaxCompute
MaxCompute provides exabyte scale storage and strong compute capability.
Large-scale computing and storage
Meets 100 GB or above storage and compute needs, with a maximum of exabyte scale storage.
The service has been running stably in Alibaba Cloud internal systems for more than three years and meets most of our offline analysis needs. Supports more than one hundred thousand computing tasks and processes hundreds of PB of data every day.
Significantly Lowers the TCO
More cost-effective than your private clouds. Better compute and storage capability can reduce the hardware investment costs by 20 to 30 percent.
Secure and reliable
Multiple sandbox protections and the monitoring system can effectively ensure the security of your data.
Big Data Security Management
Big Data Security Management provides features such as data asset identification, sensitive data identification, data classification and masking, data access monitoring, risk early warning, and risk auditing.
Sensitive data identification
Based on machine learning algorithms, this feature automatically identifies sensitive data in your system and visually displays the types, distribution, and amount of the data. Custom data types can also be identified.
Accurate data classification
This feature allows you to perform information classification and create custom data types for better data management.
Flexible data masking
This feature provides multiple ways to mask data. Both static and dynamic data masking are supported.
Risk monitoring and auditing of suspicious operations
This feature uses multi-dimensional correlation analysis and algorithms to identify exceptions and suspicious operations, and provides the early warning and auditing visualization feature.
East Environment Energy
Cost-effective and quick data uploads to the cloud
MaxCompute helps migrate all related services to the cloud within three months. East Environment Energy does not have to build a big data platform. Instead, all related services are migrated to Alibaba Cloud's MaxCompute. This shortens the data processing time by more than two thirds. MaxCompute also secures green energy usage data in the cloud.
Focused on core businesses
MaxCompute helps migrate all related services to the cloud within three months. A large amount of resources in the cloud can serve businesses.
Cost-effective investment and maintenance
MaxCompute greatly reduces the need to invest in manpower, materials, research and development.
Secure and reliable
Comprehensive services and stable performance secure your data in the cloud.
Efficient development and cost-effective storage and computing
Moji Weather's log analysis business has migrated to MaxCompute. Development efficiency is enhanced by five times, and storage and computing costs are reduced by 70%. MaxCompute processes and analyzes 2TB of logs each day to benefit personalized operating strategies.
Enhanced business efficiency
MaxCompute analyzes all logs using SQL, to enhance business efficiency by more than five times.
Improved storage efficiency
MaxCompute reduces the storage and computing costs by 70% and improves the performance and stability.
Easy application of big data
MaxCompute provides multiple open-source plugins for easy migration to the cloud.
Efficient use of large amounts of data for the refined management of millions of users
Nailist mainly deals with the e-commerce business and currently serves millions of users. Therefore, Nailist needs to extract the best value from its large amounts of user data in order to improve user experience.
Improved business insight
Nailist can manage millions of users with MaxCompute.
MaxCompute provides analysis and monitoring of business data to enhance business efficiency.
Quick response to business demands
MaxCompute is scalable to meet the demand of increasing business data analysis.
MaxCompute supports the ability to process and analyze large amounts of data, and provides e-commence vendors a comprehensive big data service. This helps the vendors build up their data-based business capability and achieve financial gains from big data.
The ability to process and analyze large amounts of data
How to quickly process and analyze the large amounts of data that is collected by branded vendors.
Big data analysis and data agility
In a constantly changing marketplace, branded vendors need to create analysis reports based on the transaction records that are generated seconds ago.
Big data-based business insights
How to help branded vendors discover new business values.
Big data-based precision marketing
Huihe Marketing has built a core precision marketing platform based on big data by using MaxCompute. On this platform, MaxCompute stores all logs, and DataWorks performs offline scheduling and analysis.
Cost-effective analysis of large amounts of data
Maintains high efficiency and low development costs when analyzing large numbers of logs.
Real-time data searching and analysis
The system responds to the customers' search requests and returns the required information based on the tags in milliseconds.
User-friendly machine learning platform
As a vendor that provides precision marketing services, revenue is dependent on the quality of algorithm models.
Tianhong Asset Management
Data security management
“The data protection service can easily solve data security problems, accurately identify sensitive data and implement data classification with fine granularity. The service also identifies suspicious access behaviors and visually displays statistical information.", says the Director of Information Security at Tianhong.
Sensitive data identification
Automatically identifies sensitive data and uses tags to classify the data based on custom rules.
Sensitive data masking and presentation
Allows you to set data masking rules to mask the sensitive information during data presentation.
Risk monitoring of sensitive data operations
Visually monitors data distribution, usage, and exporting, and provides the custom risk identification and auditing feature.
Certification course: Alibaba Cloud DataWorks-Basic Knowledge
This course explains what DataWorks is, including functions, features, product advantages, application scenarios and role isolation.
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