Oracle GoldenGate Cloud Service and AWS Glue compete in the data integration and transformation space. AWS Glue stands out due to its integration with the AWS ecosystem and scalability features.
Features: Oracle GoldenGate Cloud Service offers valuable features such as real-time data integration, high availability, and transactional support which are suited for mission-critical applications. AWS Glue provides a serverless environment, comprehensive ETL capabilities, and easy integration with AWS services. It also features a data catalog and an intuitive user interface for rapid job creation.
Room for Improvement: Oracle GoldenGate Cloud Service could improve by reducing its complexity and enhancing its user interface. Better documentation and easier configuration options would also be beneficial. AWS Glue could benefit from enhancing its support for non-AWS platforms, providing more intuitive debugging tools, and expanding its data format support.
Ease of Deployment and Customer Service: AWS Glue's serverless architecture simplifies deployment and is supported by Amazon's robust ecosystem. Oracle GoldenGate requires more configuration but is well-suited for complex data environments, offering customization and enterprise-class support.
Pricing and ROI: Oracle GoldenGate Cloud Service involves substantial initial investments, suitable for enterprises requiring high returns from critical operations. AWS Glue's pay-as-you-go model is cost-efficient, providing quicker ROI for cloud-native applications.
AWS Glue is a serverless cloud data integration tool that facilitates the discovery, preparation, movement, and integration of data from multiple sources for machine learning (ML), analytics, and application development. The solution includes additional productivity and data ops tooling for running jobs, implementing business workflows, and authoring.
AWS Glue allows users to connect to more than 70 diverse data sources and manage data in a centralized data catalog. The solution facilitates visual creation, running, and monitoring of extract, transform, and load (ETL) pipelines to load data into users' data lakes. This Amazon product seamlessly integrates with other native applications of the brand and allows users to search and query cataloged data using Amazon EMR, Amazon Athena, and Amazon Redshift Spectrum.
The solution also utilizes application programming interface (API) operations to transform users' data, create runtime logs, store job logic, and create notifications for monitoring job runs. The console of AWS Glue connects all of these services into a managed application, facilitating the monitoring and operational processes. The solution also performs provisioning and management of the resources required to run users' workloads in order to minimize manual work time for organizations.
AWS Glue Features
AWS Glue groups its features into four categories - discover, prepare, integrate, and transform. Within those groups are the following features:
AWS Glue Benefits
AWS Glue offers a wide range of benefits for its users. These benefits include:
Reviews from Real Users
Mustapha A., a cloud data engineer at Jems Groupe, likes AWS Glue because it is a product that is great for serverless data transformations.
Liana I., CEO at Quark Technologies SRL, describes AWS Glue as a highly scalable, reliable, and beneficial pay-as-you-go pricing model.
GoldenGate Cloud Service is a cloud based real-time data integration and replication service, which provides seamless data movement from various on-premises relational databases to databases in the cloud while maintaining data consistency and offering fault tolerance and resiliency.
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