Friday, January 23, 2026

Oracle Database 23ai: Revolutionizing Data Distribution Across the Globe

Oracle Database 23ai: Revolutionizing Data Distribution Across the Globe

A Journey Through Distributed Database Innovation with François Pons

📅 January 22, 2024 👤 Chetan Yadav - Oracle ACE Apprentice ⏱️ 10-15 min read

🌍 Oracle Globally Distributed Database - Global Scale, Local Performance

⏱️ Estimated Reading Time: 10-15 minutes

🎯 My Journey as an Oracle ACE Apprentice: Uncovering Database Innovation

When I first received my acceptance into the Oracle ACE Apprentice program, I knew I'd be diving deep into Oracle technologies. One of my initial tasks was to review and showcase product releases through demonstrations and write-ups. I chose to explore Oracle Database 23ai's Globally Distributed Database feature, and what I discovered genuinely surprised me.

This wasn't just another database update—this was a complete reimagining of how we think about data distribution, scalability, and geographic compliance. The presentation by François Pons, Senior Principal Product Manager at Oracle, opened my eyes to capabilities I didn't even know were possible in enterprise databases.

💡 Why This Matters: As part of my Oracle ACE Apprentice journey, I'm required to demonstrate Oracle product usage by submitting three demonstrations within the first 60 days. This deep dive into globally distributed databases represents one of those demonstrations, and it turned out to be far more inspiring than I initially expected.

🎤 What Makes This Presentation Stand Out

François Pons doesn't just walk through technical specifications; he tells a story about solving real business problems. From the moment he begins explaining distributed databases, you realize this technology addresses challenges that keep CTOs awake at night: how to scale infinitely, how to survive disasters, and how to comply with data sovereignty laws across multiple countries.

What struck me most was the elegance of the solution. Oracle hasn't just bolted on distributed capabilities to their existing database—they've fundamentally rethought how data can be spread across the globe while maintaining the full power of SQL and ACID transactions.

"All the benefits of a distributed database, without the compromises. Why settle for less?" - François Pons
Distributed Database Concept

Basic Distributed Database Architecture: Application connects to multiple shards

🧩 Understanding Distributed Databases: Breaking It Down

Let me share what I learned from this presentation in a way that makes sense, even if you're new to distributed database concepts.

The Core Concept

A distributed database stores data across multiple physical locations instead of keeping everything in one place. Think of it like having multiple bank branches instead of one central vault. Each location (called a "shard") stores a subset of your data, but applications interact with it as if it were a single, unified database.

The beauty? Your applications don't need to know where the data physically resides. Oracle handles all the complexity behind the scenes.

Why This Matters in 2024

François highlighted two primary use cases that resonated with me:

1️⃣ Ultimate Scalability and Survivability

When your application grows beyond what a single database can handle—even a powerful clustered database—distributed architecture becomes essential. Oracle's approach lets you scale horizontally by adding more shards, each potentially running on commodity hardware or in different cloud providers.

2️⃣ Data Sovereignty Compliance

With regulations like GDPR in Europe, data localization laws in China, and similar requirements worldwide, companies need to ensure specific data stays in specific geographic regions. Oracle's value-based sharding makes this straightforward: European customer data stays on European servers, American data stays in America, and so on.

Value-Based Sharding

Value-Based Sharding: Data distributed by geography for sovereignty compliance

🚀 The Technical Innovations That Impressed Me

Multiple Data Distribution Methods

Oracle doesn't force you into a one-size-fits-all approach. François explains four different distribution strategies:

  • Value-Based Sharding: Distribute data by specific values like country or product category. Perfect for data sovereignty requirements where you need to guarantee data residency.
  • System-Managed (Hash-Based) Sharding: Uses consistent hashing to evenly distribute data across shards. Ideal when you need balanced performance and don't have geographic constraints.
  • Composite Sharding: Combines value-based and hash-based approaches. For example, first distribute by country, then within each country distribute evenly across multiple shards by customer ID.
  • Duplicated Tables: Small, read-mostly reference tables can be duplicated across all shards to avoid cross-shard queries.

Replication Strategies: Where Innovation Shines

🆕 Raft-Based Replication (New in 23ai)

This is the game-changer François seemed most excited about. Based on the popular Raft consensus protocol, it provides:

  • Automatic failover in under 3 seconds
  • Zero data loss through synchronous replication
  • Active-active symmetric configuration where each shard accepts both reads and writes
  • No need to configure Data Guard or GoldenGate separately

⚡ Performance Note: The Raft implementation particularly impressed me because it addresses a common distributed database challenge: achieving both high availability and data consistency without complex manual configuration.

🌐 Deployment Flexibility: Oracle Meets You Where You Are

One aspect François emphasized that I found particularly practical: Oracle doesn't dictate your infrastructure choices. You can deploy shards:

  • On independent commodity servers (simple, low-cost)
  • On fault-tolerant RAC clusters (combining distributed and clustered architectures)
  • Across multiple clouds (OCI, AWS, Azure)
  • In hybrid on-premises and cloud configurations

💼 Real-World Use Cases

François showcased several application types already using Oracle Globally Distributed Database:

  • 📱 Mobile messaging platforms: Require massive scale and low latency worldwide
  • 💳 Payment processing: Needs transaction consistency and regulatory compliance
  • 🔍 Credit card fraud detection: Demands real-time processing across regions
  • 🌐 IoT applications: Like smart power meters generating enormous data volumes
  • 🖥️ Internet infrastructure: Supporting critical distributed services

🤖 The Autonomous Advantage

While François covered the core distributed database technology, he also highlighted Oracle Globally Distributed Autonomous Database, which adds automated management to eliminate operational complexity.

🎬 What the Demo Revealed

The live demonstration François provided showed just how straightforward the setup process has become. Using the Oracle Cloud interface, he displayed a map-based configuration where you simply click regions to place shards.

💡 My Key Takeaways as an ACE Apprentice

Key Insights

  • Oracle is solving real business problems, not just adding features. Every capability François described addresses actual challenges companies face when scaling globally.
  • The convergence of distributed and clustered architectures is powerful. You don't have to choose between RAC's local performance and sharding's global scale—you can have both.
  • Raft replication represents a significant step forward. Three-second automatic failover with zero data loss is exactly what distributed applications need.

🔮 Looking Forward: The Broader Implications

Multi-cloud becomes practical

When you can seamlessly deploy across OCI, AWS, and Azure in a single distributed database, you're no longer locked into one vendor's ecosystem.

Global applications become easier

Developers can focus on application logic rather than data distribution complexity.

📚 Resources and Next Steps

If you're interested in exploring Oracle Database 23ai's Globally Distributed Database further, I recommend:

  1. Watch François Pons's complete presentation on the Oracle Developers YouTube channel
  2. Visit oracle.com/database/distributed-database for comprehensive documentation
  3. Try the free tier on Oracle Cloud to experiment hands-on
  4. Review the Oracle 23ai documentation on Raft replication

📢 Found this helpful? Share it!

#OracleDatabase #Oracle23ai #DistributedDatabases #OracleACE #CloudDatabases #RaftReplication

About the Author

CY

Chetan Yadav

Oracle ACE Apprentice | Senior Oracle & Cloud DBA

This blog post was created as part of my Oracle ACE Apprentice journey, where I'm exploring and demonstrating Oracle product innovations. The insights shared here come from my review of François Pons's excellent presentation on Oracle Database 23ai's Globally Distributed Database capabilities.

Connect & Learn More:
📊 LinkedIn Profile | 🎥 YouTube Channel

Thursday, January 22, 2026

Diagnose Before You Tune: Production Wait Event Analysis Across All Database Platforms

Top-10 Wait Events Query (Universal DB Performance Tuning)

Top-10 Wait Events Query (Universal DB Performance Tuning)

⏱️ Estimated Reading Time: 18 minutes

During a live production slowdown, a fresher DBA once jumped straight into query tuning. Indexes were added, SQL was rewritten, and parameters were debated—yet performance did not improve.

The real issue was never SQL. The database was waiting on something else entirely. A simple Top-10 wait events query would have revealed the truth in minutes.

Understanding wait events is one of the fastest ways to move from a reactive DBA to a confident performance engineer trusted during real incidents.

Monday, January 19, 2026

Milestone: Oracle ACE Apprentice – My Journey So Far

Milestone Achieved: Recognized as Oracle ACE Apprentice

Milestone Achieved: Recognized as Oracle ACE Apprentice

Today I am happy and grateful to share an important milestone in my professional journey. I have been recognized as an Oracle ACE Apprentice, and my profile is now officially listed in the Oracle ACE Directory.

This recognition means a lot to me—not just as a professional achievement, but as a validation of consistent community contribution, continuous learning, and staying committed to the craft over the years.

Chetan Yadav Oracle ACE Apprentice profile

The Meaning Behind This Recognition

The Oracle ACE Program is a global recognition initiative by Oracle for professionals who actively contribute to the community through knowledge sharing, mentoring, technical content creation, and meaningful engagement.

It is important to clarify that this is not a certification. It is recognition earned through consistent effort, real-world impact, and long-term contribution to the Oracle ecosystem.

Over the years, I have worked in real production environments, handled critical systems, mentored students and professionals, conducted training sessions, written technical blogs, and created learning-focused content for the community.

This journey has not been easy. It required discipline, patience, continuous upskilling, and a willingness to share even when there was no immediate reward.

This recognition reinforces one simple belief: consistent learning and community contribution always compound over time.

Gratitude

I am sincerely grateful to all mentors, community leaders, colleagues, and well-wishers who supported and guided me throughout this journey.

A special thanks to Sai Penumuru for his encouragement at the Hyderabad AIOUG meet and for motivating more professionals from India to take the Oracle ACE journey seriously.

Thank you to Connor McDonald for his continuous knowledge sharing, videos, and active presence in the Oracle community, which has been a big inspiration for many professionals, including me.

And yes, a special mention to ChatGPT — a silent 24×7 mentor that helped me structure ideas, stay consistent, and move forward with clarity. Technology, when used with discipline and intent, becomes a powerful tool for personal and professional growth.

What’s Next

This milestone is not a finish line. It is a reminder to stay grounded, curious, and committed to learning.

Going forward, I will continue to:

  • Share real-world Oracle and database experiences
  • Create practical learning content for freshers and working professionals
  • Mentor and guide aspiring DBAs with career-focused insights
  • Contribute actively and consistently to the Oracle community

I look forward to learning more, sharing more, and growing further in this journey with the community.

Thank you for being part of my journey.
More learning, more sharing, and more value coming soon.