How Progress DataDirect connectors improve data pipelines

Oracle Autonomous AI Database on Exadata Cloud@Customer use cases Lower the cost of using a fully managed autonomous AI database service Reduce infrastructure and management costs by running Oracle Autonomous AI Database Service on isolated VM clusters deployed on the same Cloud@Customer infrastructure as Exadata Database Service. Improve developer impact Enable developers to rapidly build, test, and deploy applications with APIs, CLIs, and SDKs using a secure, self-service database cloud based on Oracle best practices. Accelerate insights Create secure, governed, self-service data warehouses that enable lines of business to rapidly gain insights from multiple data sources without moving workloads and data to the cloud. Increase runtime efficiency for Oracle applications Run JD Edwards, Siebel, and PeopleSoft with the lowest possible database costs and without the complexity of managing the databases. Automate database management Gain autonomous operations with databases that tune, scale, and secure themselves, help reduce human errors, and enable diverse OLTP, analytics, and mixed workloads to run faster. Consolidate diverse databases Concurrently run autonomous and non-autonomous databases on the same Oracle Exadata Cloud@Customer to improve operational efficiency costs for all types of database workloads.

🚀 The 4 Stages of Oracle Fusion Data Migration Reconciliation Data migration is one of the most important (and challenging) parts of any Oracle Fusion implementation. Getting it right ensures accuracy, business trust, and a smooth go-live experience. At DataFusing, we help data migration consultants simplify this process with automation and real-time SQL insights through CloudSQL and CloudMigrate. Here’s a quick look at the 4 key stages of a successful Oracle Fusion data migration 👇 1️⃣ Data Extract Pull clean and complete data from your source systems. Always start by cleansing data early—fixing issues later only adds delays. 2️⃣ Data Validation & Transformation Validate data quality before loading into Oracle Fusion. Use SQL or PL/SQL to check completeness, accuracy, and consistency. Our CloudSQL Editor helps automate validation and lookup checks in minutes. 3️⃣ Data Load Load data into Oracle Fusion using HDL or FBDI templates. Automate this process with CloudMigrate to save time and reduce manual effort. 4️⃣ Reconciliation The final and most critical stage is verifying that all data in Fusion matches the source. Automated reconciliation ensures every record is complete, accurate, and business-approved. ✅ Pro Tip: Always treat reconciliation as part of your migration cycle, not an afterthought. It builds business confidence and ensures data integrity before go-live. 💡 Whether you’re managing a single data object or a full-scale enterprise migration, DataFusing CloudSQL and CloudMigrate help automate, validate, and reconcile Oracle Fusion data with speed and accuracy. 👉 Explore how CloudSQL can transform your data migration projects: https://lnkd.in/dBZYp2i #OracleFusion #DataMigration #CloudSQL #CloudMigrate #DataFusing #OracleCloud #DigitalTransformation

𝐃𝐚𝐭𝐚 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐞𝐬, 𝐓𝐞𝐜𝐡𝐧𝐢𝐪𝐮𝐞𝐬 & 𝐁𝐞𝐧𝐞𝐟𝐢𝐭𝐬 𝐃𝐨𝐰𝐧𝐥𝐨𝐚𝐝 𝐩𝐝𝐟 𝐁𝐫𝐨𝐜𝐡𝐮𝐫𝐞 – https://lnkd.in/deqJ2YsV   🔷 𝐓𝐨𝐩 𝐅𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐚𝐥𝐢𝐭𝐲: ➼ DATA INTEGRATION PLATFORMS ➼ ETL/ELT ENGINES ➼ CDC ➼ DATA REPLICATION ➼ DATA TRANSFORMATION    🔷 𝐊𝐞𝐲 𝐀𝐫𝐞𝐚𝐬 𝐚𝐧𝐝 𝐓𝐡𝐞𝐢𝐫 𝐈𝐦𝐩𝐨𝐫𝐭𝐚𝐧𝐜𝐞: 📎 INTEGRATION PLATFORM-AS-A-SERVICE (IPAAS) 📎 CLOUD/SAAS-NATIVE INTEGRATIONS 📎 WORKFLOW AUTOMATION 📎 DATA VIRTUALIZATION 📎 DATA QUALITY AND GOVERNANCE 📎 STREAMING & EVENT-DRIVEN INTEGRATION 📎 SEMANTIC MAPPING    🔷𝐋𝐞𝐚𝐝𝐢𝐧𝐠 𝐂𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 𝐢𝐧 𝐃𝐚𝐭𝐚 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧:   ➼ SAP (US) ➼ Oracle (US) ➼ Informatica (US) ➼ Salesforce (US) ➼ Microsoft (US) ➼ IBM (US) ➼ Boomi (US) ➼ Palantir (US) ➼ Qlik (US) ➼ Confluent (US) ➼ Google (US) ➼ Celigo (US) ➼ Zapier (US) ➼ Denodo (US) ➼ Matillion (UK)   The data integration market is projected to grow from USD 17.58 billion in 2025 to USD 33.24 billion by 2030, at a CAGR of 13.6% during the forecast period. This growth is fueled by the increasing complexity of enterprise data environments, marked by the rise of multi-cloud, edge, and hybrid infrastructures that demand seamless, scalable integration. #dataintegration #DataCenter #aidatacenter #Infrastructure #CloudComputing #DataCenterManagement #ITInfrastructure #DataCenterDesign #Colocation #Virtualization #NetworkInfrastructure #DataCenterOptimization #GreenDataCenters #EdgeComputing #DataCenterSecurity #ITStrategy #DigitalTransformation #ModularDataCenter #DataCenter #DataCenterDesign #EdgeComputing #Colocation #DataInfrastructure #ITInfrastructure #TechInfrastructure #ServerRoom #CloudInfrastructure #FutureOfDataCenters #SmartInfrastructure #ScalableSolutions #DigitalTransformation #TechInnovation #NextGenDataCenter #ModularTechnology #GreenDataCenter #EnergyEfficient #SustainableTech

🔍 New Tutorial Alert! Learn how to delete data in a database table using the Database Adapter in our latest YouTube video! 🎥 In this step-by-step guide, you'll discover: 🗂️ How to delete a table record using the Database message type (with a MySQL example) 🔁 Handling nested deletions in hierarchical Salesforce sObjects like Account, Contact, and Case ⚙️ When to use synchronous vs asynchronous execution modes 🔄 Understanding transactional vs non-transactional operations for safe data deletion Whether you're optimizing integrations or building new flows, this tutorial gives you the tools to delete records cleanly and confidently. 🚀 👉 Watch it here: http://bit.ly/48nTUU2 #Salesforce #DatabaseAdapter #Integration #MySQL #Boomi #DataManagement #TechTutorials #skyvva #salesforceintegration #erp #cloudintegration #datamigration #dataintegration #apsaraconsulting #api #sap #salesforce #saperp #appexchange #dataloader

🔍 New Tutorial Alert! Learn how to delete data in a database table using the Database Adapter in our latest YouTube video! 🎥 In this step-by-step guide, you'll discover: 🗂️ How to delete a table record using the Database message type (with a MySQL example) 🔁 Handling nested deletions in hierarchical Salesforce sObjects like Account, Contact, and Case ⚙️ When to use synchronous vs asynchronous execution modes 🔄 Understanding transactional vs non-transactional operations for safe data deletion Whether you're optimizing integrations or building new flows, this tutorial gives you the tools to delete records cleanly and confidently. 🚀 👉 Watch it here: http://bit.ly/48nTUU2 #Salesforce #DatabaseAdapter #Integration #MySQL #Boomi #DataManagement #TechTutorials #skyvva #salesforceintegration #erp #cloudintegration #datamigration #dataintegration #apsaraconsulting #api #sap #salesforce #saperp #appexchange #dataloader

🔍 New Tutorial Alert! Learn how to delete data in a database table using the Database Adapter in our latest YouTube video! 🎥 In this step-by-step guide, you'll discover: 🗂️ How to delete a table record using the Database message type (with a MySQL example) 🔁 Handling nested deletions in hierarchical Salesforce sObjects like Account, Contact, and Case ⚙️ When to use synchronous vs asynchronous execution modes 🔄 Understanding transactional vs non-transactional operations for safe data deletion Whether you're optimizing integrations or building new flows, this tutorial gives you the tools to delete records cleanly and confidently. 🚀 👉 Watch it here: http://bit.ly/48nTUU2 #Salesforce #DatabaseAdapter #Integration #MySQL #Boomi #DataManagement #TechTutorials #skyvva #salesforceintegration #erp #cloudintegration #datamigration #dataintegration #apsaraconsulting #api #sap #salesforce #saperp #appexchange #dataloader

🗄️Oracle Fusion Application Composer – Finding Where Custom Object Data is Stored in the Database! Continuing from the previous post where we created REST-based web services for our Custom Object “Project”, this time I explored how to identify the exact table and columns where that data is stored in the Oracle Fusion database. Here’s what I covered in this step: 📂 Exited Sandbox and navigated directly to Application Composer. 📥 Downloaded the Excel file containing all custom object metadata. 🔍 Located the sheet for Project to see the table name and column names (highlighted in red) that store the corresponding field values (shown in green). 📊 This gives a clear view of how the Application Composer custom object connects to the backend data model in Oracle Fusion. This step helps bridge the gap between frontend configuration and backend data mapping, which is essential for technical consultants and integration developers working with Fusion Cloud Applications. 💬 If this helped you understand how data from Application Composer objects is stored behind the scenes, please Like ❤️, Comment 💬, and Repost 🔁 so others can learn too! 📢 Next up: “Understanding Types of Relationships in Application Composer” – exploring how objects connect and interact with each other inside Fusion! #OracleFusion #ApplicationComposer #FusionTechnical #ERPCloud #SCMCloud #OracleIntegration #CustomObject #Database #LearningJourney

🚀 Database Connection Pooling in MuleSoft Ever wondered how MuleSoft handles multiple database requests efficiently? Connection pooling is like having a smart “bench” of ready-to-use connections — boosting performance, saving resources, and keeping your integrations lightning-fast ⚡ In this article, I’ve explained: ✅ What connection pooling really means ✅ How min & max connections work ✅ What happens when the pool is full ✅ Why you should configure pooling in the Domain Project ✅ Step-by-step setup with visuals Read the full article here 👇 🔗 https://lnkd.in/g8DPRbTc #MuleSoft #Integration #DatabaseConnectionPooling #Mule4 #MuleSoftDevelopers #TechCommunity

🤝 Oracle Fusion Application Composer – Understanding Relationship Types! Continuing my learning journey in Oracle Fusion Application Composer, after exploring how to identify which database tables store our Custom Object data, I’ve now moved on to one of the most important concepts — Relationships. In this step, I explored the Parent-Child Relationship, which defines a One-to-Many link between two custom objects. Here’s what I covered: 🔹 Created a Child Object directly inside the “Project” custom object using the Create Child Object option. 🔹 Added required fields in the child object without creating separate pages (since it will appear within the parent object’s detail page). 🔹 Verified the setup in the UI (Springboard → Project → Detail Page), where the child object and its fields appeared under the parent record. This approach helps establish strong data connections, making your custom objects more dynamic and relational, similar to standard Fusion data models. 💬 If you found this helpful in understanding how Parent-Child relationships work in Application Composer, please Like ❤️, Comment 💬, and Repost 🔁 to help others learn too! 📢 Next up: “Dynamic Relationships in Oracle Fusion Application Composer” – Learn how to create flexible relationships that adapt to your data model needs! #OracleFusion #ApplicationComposer #OracleIntegration #FusionTechnical #ERPCloud #SCMCloud #CustomObject #RelationshipModel #LearningJourney

According to Gartner, the challenge has been that enterprises need to incur data latencies and data egress costs while moving data between different cloud platforms and their on-premises data sources. Five major benefits of modernizing to DataStage on IBM Cloud Pak for Data: ✅ IBM DataStage on IBM CP4D allows users to have the freedom to choose any cloud provider with one solution ✅ 30% faster workload execution compared to traditional DataStage thanks to built-in workload balancing and best-in-breed parallel runtime that optimizes workload execution ✅ 87% savings in development cost with automation of CI/CD pipelines for jobs from dev to test to production ✅AI capabilities, built for AI projects ✅ With DataStage on IBM CP4D, it is easy to integrate and leverage capabilities from the broader IBM and open source ecosystems https://lnkd.in/enQqVrqm