Oracle GoldenGate for Distributed Applications and Analytics: From Replication to Real-Time Data Streaming In this post, we explore how Oracle GoldenGate for Distributed Applications and Analytics moves beyond traditional replication and turns database changes into real-time events. From Extract to Repl…

We all know GoldenGate moves data…

but it is not just about that.

𝗬𝗼𝘂 𝗮𝗿𝗲 𝗽𝗿𝗼𝗱𝘂𝗰𝗶𝗻𝗴 𝗲𝘃𝗲𝗻𝘁𝘀.

I wrote a simple breakdown of how Oracle GoldenGate for Distributed Applications and Analytics works end to end

#Oracle #GoldenGate #DataEngineering #OracleACE

Oracle GoldenGate Containers and One-Off Patches: The Missing Piece Last time I wrote about how to build your own Oracle GoldenGate images. If you missed it, you can check it here: Oracle GoldenGate in Containers: Building and Running Your Own Images, but there wer…

𝗢𝗿𝗮𝗰𝗹𝗲 𝗢𝗚𝗚 𝗖𝗼𝗻𝘁𝗮𝗶𝗻𝗲𝗿𝘀 + 𝗢𝗻𝗲-𝗢𝗳𝗳 𝗣𝗮𝘁𝗰𝗵𝗲𝘀

Need a 𝗽𝗮𝘁𝗰𝗵 before Oracle releases a new image?

Extend the Docker build.
Patch during build time.

#GoldenGate #OGG #GoldenGate26ai #Docker #Containers #OracleAce

Oracle GoldenGate in Containers: Building and Running Your Own Images This blog discusses how to build Oracle GoldenGate container images when specific required versions are unavailable in the Oracle Container Registry. It details steps for cloning the official GitHu…

𝗢𝗿𝗮𝗰𝗹𝗲 𝗚𝗼𝗹𝗱𝗲𝗻𝗚𝗮𝘁𝗲 𝗶𝗻 𝗖𝗼𝗻𝘁𝗮𝗶𝗻𝗲𝗿𝘀

What if the RU you need is not available in Oracle Container Registry?

I wrote a step-by-step guide on building and running custom Oracle GoldenGate container images using Oracle’s official Dockerfiles.

#OracleGoldenGate #Docker #Containers #Oracle26ai

Oracle AI Database 26ai for Linux x86‑64 is finally here - and with AutoUpgrade, setting it up is easier than ever.

www.martinberger.swiss/posts/2026/2...

@oracleace.bsky.social @dohdatabase.com @mikedietrichde.com

#community #curiosity #passion #38743961 #38842609 #6880880

Configure Oracle GoldenGate 23ai Microservices Behind an NGINX Reverse Proxy Oracle GoldenGate Microservices have changed the way we deploy and operate replication. Everything is exposed through HTTP APIs, from administration to runtime services. That is powerful, but it al…

𝐍𝐞𝐰 𝐛𝐥𝐨𝐠!
𝐎𝐫𝐚𝐜𝐥𝐞 𝐆𝐨𝐥𝐝𝐞𝐧𝐆𝐚𝐭𝐞 𝟐𝟑𝐚𝐢 + 𝐍𝐆𝐈𝐍𝐗

GoldenGate Microservices supports native TLS. This post shows a supported alternative using NGINX as a reverse proxy, covering TLS termination, certs, and SELinux pitfalls.

database-verse.com/2026/01/12/c...

#Oracle #GoldenGate #OracleACE

How to Push Docker Images to Oracle Container Registry (OCIR) I have been digging into deploying Oracle GoldenGate on OCI Kubernetes Engine (OKE), and during this work one thing became very clear. If you plan to use OCI as an end-to-end architecture, sooner o…

𝗡𝗲𝘄 𝗯𝗹𝗼𝗴 𝗽𝗼𝘀𝘁 🚀
𝗛𝗼𝘄 𝘁𝗼 𝗣𝘂𝘀𝗵 𝗗𝗼𝗰𝗸𝗲𝗿 𝗜𝗺𝗮𝗴𝗲𝘀 𝘁𝗼 𝗢𝗖𝗜𝗥

A practical guide to Oracle Container Registry, IAM permissions, naming conventions, and a step-by-step Podman demo.

database-verse.com/2026/01/06/h...

#OCI #Docker #OCIR #OracleACE

Oracle GoldenGate Target-Initiated Distribution Paths Explained: Secure Replication Across DMZ and Cloud Networks When setting up Oracle GoldenGate replication, the most common pattern is simple: a Distribution Path on the source side pushes trail files into a Receiver on the target side. I covered that config…

𝗡𝗲𝘄 𝗯𝗹𝗼𝗴 𝗽𝗼𝘀𝘁!

Most Oracle GoldenGate setups 𝗮𝘀𝘀𝘂𝗺𝗲 𝘁𝗵𝗲 𝘀𝗼𝘂𝗿𝗰𝗲 𝗢𝗚𝗚 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗽𝘂𝘀𝗵𝗲𝘀 𝗱𝗮𝘁𝗮 𝘁𝗼 𝘁𝗵𝗲 𝘁𝗮𝗿𝗴𝗲t.

This post explains 𝗧𝗮𝗿𝗴𝗲𝘁-𝗜𝗻𝗶𝘁𝗶𝗮𝘁𝗲𝗱 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻 𝗣𝗮𝘁𝗵𝘀, 𝘄𝗵𝗲𝗿𝗲 𝘁𝗵𝗲 𝘁𝗮𝗿𝗴𝗲𝘁 𝗶𝗻𝗶𝘁𝗶𝗮𝘁𝗲𝘀 𝘁𝗵𝗲 𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗽𝘂𝗹𝗹𝘀 𝘁𝗵𝗲 𝘁𝗿𝗮𝗶𝗹𝘀, ideal for DMZ and secure networks.

database-verse.com/2025/12/15/o...

How to Securely Connect Oracle GoldenGate 23/26ai Microservices Deployments Using Distribution and Receiver Services I have been working a lot with GoldenGate recently, and this is not my first time with the product. Over the years I have completed many migrations, both partial and full, and I have even suffered …

𝗡𝗲𝘄 𝗯𝗹𝗼𝗴: 𝗛𝗼𝘄 𝘁𝗼 𝘀𝗲𝗰𝘂𝗿𝗲𝗹𝘆 𝗰𝗼𝗻𝗻𝗲𝗰𝘁 𝗢𝗿𝗮𝗰𝗹𝗲 𝗚𝗼𝗹𝗱𝗲𝗻𝗚𝗮𝘁𝗲 𝟮𝟯/𝟮𝟲𝗮𝗶 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀.

Covers 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻 𝗦𝗲𝗿𝘃𝗶𝗰𝗲, 𝗥𝗲𝗰𝗲𝗶𝘃𝗲𝗿 𝗦𝗲𝗿𝘃𝗶𝗰𝗲, 𝗨𝗦𝗘𝗥𝗜𝗗𝗔𝗟𝗜𝗔𝗦, 𝗰𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲 𝗮𝘂𝘁𝗵, and the secure trail transfer flow.

Great reference for OCI and on-prem deployments.

database-verse.com/2025/12/09/h...

#GoldenGate #OracleAce

𝗝𝘂𝘀𝘁 𝗽𝘂𝗯𝗹𝗶𝘀𝗵𝗲𝗱: 𝗥𝘂𝗻𝗻𝗶𝗻𝗴 𝗢𝗿𝗮𝗰𝗹𝗲 𝗗𝘆𝗻𝗮𝗺𝗶𝗰 𝗦𝗰𝗮𝗹𝗶𝗻𝗴 (𝗢𝗗𝘆𝗦) 𝗶𝗻 𝗞𝘂𝗯𝗲𝗿𝗻𝗲𝘁𝗲𝘀

Learn how to deploy 𝗢𝗗𝘆𝗦 using 𝗱𝘀𝟰𝗸𝟴𝘀 to automate 𝗢𝗖𝗣𝗨/𝗘𝗖𝗣𝗨 𝘀𝗰𝗮𝗹𝗶𝗻𝗴 𝗳𝗼𝗿 𝗘𝘅𝗮𝗱𝗮𝘁𝗮 𝗲𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁𝘀. Cloud-native, efficient, and FinOps-ready.

Link: database-verse.com/2025/11/10/r...

#OCI #Exadata #ExaDB #ODyS #Oracle #OracleAce

How to Install and Secure Oracle GoldenGate 23ai Using Silent Mode (Step-by-Step Guide) Oracle GoldenGate (OGG) continues to evolve as the gold standard for real-time data replication and streaming. With its refreshed architecture, modern security, and automation features, it’s now ea…

𝗔 𝘀𝗶𝗹𝗲𝗻𝘁 𝗶𝗻𝘀𝘁𝗮𝗹𝗹 𝗱𝗼𝗲𝘀𝗻’𝘁 𝗺𝗲𝗮𝗻 𝗮𝗻 𝗶𝗻𝘀𝗲𝗰𝘂𝗿𝗲 𝗼𝗻𝗲.

𝗜𝗻𝘀𝘁𝗮𝗹𝗹𝗶𝗻𝗴 𝗢𝗿𝗮𝗰𝗹𝗲 𝗚𝗼𝗹𝗱𝗲𝗻𝗚𝗮𝘁𝗲 𝟮𝟯𝗮𝗶 𝘀𝗶𝗹𝗲𝗻𝘁𝗹𝘆 𝗮𝗻𝗱 𝘀𝗲𝗰𝘂𝗿𝗲𝗹𝘆, 𝗻𝗼 𝗰𝗹𝗶𝗰𝗸𝘀, 𝗳𝘂𝗹𝗹 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻, 𝗮𝗻𝗱 𝗧𝗟𝗦 𝗲𝗻𝗰𝗿𝘆𝗽𝘁𝗶𝗼𝗻 𝗶𝗻𝗰𝗹𝘂𝗱𝗲𝗱.

👉 database-verse.com/2025/10/28/h...

#OracleGoldenGate #Oracle23ai #Automation #Databases #OracleACE

Thanks Dani!

ExaDB-D vs ExaDB-XS in OCI: Architecture, Pricing, and When to Choose Each When people hear Exadata in OCI, the first reaction is usually “so it’s all the same thing, right?” Not quite. Oracle actually offers several flavors of Exadata in the cloud. There’s ExaDB-D, the d…

🔥 New blog on DatabaseVerse!
ExaDB-D vs ExaDB-XS in OCI: two Exadata models, two philosophies.
Architecture, pricing, scaling, and when each one fits best.

Read here 👉 database-verse.com/2025/10/06/e...

#Oracle #Exadata #OCI #ExaDBXS #ExaDBD #23ai #DatabaseVerse #OracleACE

OCI Local Peering explained: A Step-by-Step guide with Demo I usually write about Oracle databases and Oracle Engineering Systems, but not much about OCI. The funny thing is, I use OCI quite often. I’m not a DevOps expert, I just know the basics, but whenev…

Blog link here: database-verse.com/2025/09/15/o...

New blog: setting up 𝐥𝐨𝐜𝐚𝐥 𝐩𝐞𝐞𝐫𝐢𝐧𝐠 in 𝐎𝐂𝐈! Walkthrough of connecting 𝐩𝐮𝐛𝐥𝐢𝐜 → 𝐩𝐫𝐢𝐯𝐚𝐭𝐞 subnets across 𝐕𝐂𝐍𝐬. Includes screenshots, routing tips, and 𝐍𝐒𝐆 gotchas. Blog link in comments.

Thin Cloning with Oracle Exascale: What You Need to Know Last week I wrote about Exascale. If you missed it, you can check it out here: Exploring Oracle Exascale: Architecture, Storage Changes, and Why It Matters Exascale is impressive in many ways, but …

Oracle Exascale takes cloning to the next level.
𝗦𝗽𝗮𝗿𝘀𝗲 clones? Read only.
𝗔𝗖𝗙𝗦 clones? Performance pain.
Now you get 𝗶𝗻𝘀𝘁𝗮𝗻𝘁, 𝘁𝗵𝗶𝗻, 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 clones.

Check it out latest post about thin clonning with Oracle Exascale

Cheers,
FS

#Oracle #Exascale #Oracle23ai #PDBCloning #OracleACE

Exploring Oracle Exascale: Architecture, Storage Changes, and Why It Matters I’m quite familiar with Exadata platforms, having been lucky enough to work on several projects over the past five years helping customers migrate their on-premises database workloads to the cloud. Most of these have been to Exadata Cloud at Customer (ExaDB-C@C) and Exadata on Dedicated Infrastructure (previously ExaCS, now ExaDB-D). When I first heard about Exascale (Oracle Exadata Database Service on Exascale Infrastructure…

𝐎𝐫𝐚𝐜𝐥𝐞 𝐄𝐱𝐚𝐬𝐜𝐚𝐥𝐞 is here!
𝐍𝐞𝐰 𝐚𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞, 𝐕𝐚𝐮𝐥𝐭 𝐬𝐭𝐨𝐫𝐚𝐠𝐞, 𝐧𝐨 𝐀𝐒𝐌, and 𝐟𝐚𝐬𝐭𝐞𝐫 𝐏𝐃𝐁 𝐜𝐥𝐨𝐧𝐢𝐧𝐠. I explored what makes it different and why it matters. 𝐓𝐡𝐢𝐬 𝐢𝐬 𝐣𝐮𝐬𝐭 𝐭𝐡𝐞 𝐛𝐞𝐠𝐢𝐧𝐧𝐢𝐧𝐠.

#Exascale #Exadata #OracleACE

Running Hugging Face models inside Oracle 23ai with ONNX and OML4Py About a year ago, I published a blog post on vector search in Oracle 23ai. At that time, I wasn’t aware of the ONNX format or how it could be used to bring machine learning models into the database. That realization came later, and ever since, I’ve been thinking: "I need to write a follow-up post to cover this!" Well... the time has finally come.

A year ago, I explored vector search in Oracle 23ai using external models. Now, it's all happening inside the database.

ONNX + OML4Py + Oracle 23ai = pure magic (with SQL).

New blog is out! let me know what you think!

Cheers,
FS

#Oracle23ai #AI #VectorSearch #EmbeddingModels #OracleACE

ODCC: The missing piece in your Oracle CPU scaling strategy Over the past few months, I’ve been working with Oracle Dynamic Scaling (ODyS) and Oracle Dynamic CPU Count (ODCC) in a customer environment on EXADB-D X9M and X11. These two tools are game changers if you want to allocate only the resources you really need and, more importantly, save some money. ODyS takes care of scaling OCPUs/ECPUs up or down based on actual demand, so your…

Tired of managing cpu_count manually? ODCC takes care of it for you. In my latest blog, I show how ODCC + ODyS can automate scaling and save resources on Exadata.
Check it out

Cheers,
FS
#OracleDatabase #ODCC #ODyS #ExaDB-D #OracleAce

No more manual KILL: Oracle 23ai handles blocking with Priority Transactions If you are a DBA you’ve probably received an urgent call time to time from someone saying my applications is blocked, the query is not ending or you are seeing in the monitoring that blocking session counts is increasing overtime and you are looking for what is going on in the database Good news in 23ai! this is probably going to change (hopefully!)

Kill that session! how many times have we, DBAs, had to do that manually?

Discover how Oracle 23ai’s Priority Transactions feature can resolve blocking automatically by rolling back low-priority sessions, no more manual KILLs

Drop a comment if you've tried this feature
#Oracle23ai #OracleACE

DGPDB Switchover Failed! Lessons from a Live Demo Disaster (and Recovery) It’s been a while since my last blog post life and work kept me busy. But recently, I gave a webinar on Oracle 23ai Per-PDB Data Guard (DGPDB), and let’s just say... the live demo didn’t go as planned 😅 My goal was to showcase a simple PDB switchover in real-time. I had validated everything. All signs pointed to…

My DGPDB switchover demo failed - live.
And honestly? I’m glad it did.

What looked like a simple switchover turned into:
* ORA-28098 (password grace period)
* Dropped PDB by mistake with REMOVE PLUGGABLE DATABASE

It was painful, but I learned a lot, check it out!

Cheers,
FS
#Oracle23ai #DGPDB

Hot Online Patching in Oracle: Benefits and Pitfalls If you need to patch your database, you want to do it easily, right? why complicate it? As a DBA, I have a choice to avoid interrupting the availability of the database instance. So, why bother stopping the database if you can do something online? In this blog, I want to talk about hot online patching. It is not about RAC rolling patches.

🔥 Hot Online Patching: Worth It or Risky?

Zero downtime sounds great—but at what cost? ⚠

✅ No interruptions
✅ High availability
⚠ Increased memory usage
⚠ Not all patches work

When should you use it? Find out in my latest post + decision flowchart as example! 👇

#Oracle #DBA #Patching

Oracle Online Index Rebuild Failure: How SMON & DBMS_REPAIR Can Save You Imagine running an online index rebuild on an Oracle 19c database, only to have it unexpectedly fail. No rollback in progress, no active session, just an error leaving your index in limbo. That’s e…

Ever had an online index rebuild fail unexpectedly? 😱 𝙎𝙈𝙊𝙉 & 𝐃𝐁𝐌𝐒_𝐑𝐄𝐏𝐀𝐈𝐑.𝐎𝐍𝐋𝐈𝐍𝐄_𝐈𝐍𝐃𝐄𝐗_𝐂𝐋𝐄𝐀𝐍 ensure automatic recovery & database stability. Learn how Oracle self-heals!

Read more in my recent blog post!

#Oracle #Database #DBA #DatabaseRecovery #SMON

Become part of the Oracle ACE Program LinkedIn group and join the community of tech enthusiasts and experts from all over the world! ♠️

Stay up to date with what the ACEs are doing and see how you can also become an ACE 👉
www.linkedin.com/groups/72183/

Mastering Metadata with Oracle’s DBMS_DEVELOPER in 23.7 Oracle has introduced numerous features in 23ai, with a significant focus on developers—don’t you agree? I certainly think so! Let’s take a look at some of the things Oracle has done to enhance the developer experience in this release: AI Vector Search: This feature enables fast similarity searches on both structured and unstructured data by utilizing vectors. It allows developers to integrate AI capabilities into applications without requiring specialized AI expertise.

🚀 Explore the power of Oracle DBMS_DEVELOPER in 23.7! Unlock metadata with the GET_METADATA function for faster, simpler JSON-based insights. Dive into my latest blog for examples, use cases, and real-world tips.

#Oracle23ai #Database #23.7

Step-by-Step Guide to Oracle Key Vault Deployment in OCI: Benefits and Features In today's world, data security is paramount as organizations face increasing threats to their sensitive information. Oracle Key Vault (OKV) is a secure and standards-compliant key and secrets management appliance that allows you to store, manage, and share your security objects. Oracle Key Vault centralizes key and secrets management across your organization quickly and efficiently. Security objects that you can manage with…

Protect what matters most with Oracle Key Vault! 🔒 Simplify encryption key management, enhance security, and stay compliant—all in one powerful tool. Ready to level up your data protection? Let’s dive in! 🚀

#OKV #OracleKeyVault #DataSecurity

Cheers,