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Mar 15, 2021
4 min read

Hyperscale Optical Network Automation

Automated Oracle's global optical infrastructure, saving 844 engineering hours annually and accelerating $27M in datacenter revenue

Leading Oracle’s Optical Revolution

As Senior Network Development Manager & Service Owner for OCI Optical Networking, I was responsible for delivering secure and scalable Wave Division Multiplexing (WDM) services to all generations of Oracle’s hyperscale cloud. With an annual capital budget exceeding $70 million, my mandate was clear: scale faster, operate leaner, and never compromise reliability.

The Challenge

Oracle’s explosive cloud growth demanded optical infrastructure that could:

  • Scale to support 300% year-over-year growth
  • Maintain 99.999% availability for nation-state customers
  • Deploy new capacity in weeks, not months
  • Operate efficiently despite global supply chain disruptions
  • Support both legacy Gen1 and modern Gen2 architectures

Traditional optical network management required armies of engineers for provisioning, monitoring, and maintenance. We had to find a better way.

The Automation Breakthrough

844 Hours Saved Annually

I led the development of an optical automation platform that transformed how we operated:

Automated Provisioning

  • Zero-touch wavelength deployment
  • Automated power optimization
  • Self-configuring amplifier chains
  • Intelligent route computation

Predictive Maintenance

  • Optical signal degradation prediction
  • Proactive component replacement
  • Automated failover orchestration
  • Self-healing fiber paths

Capacity Planning Intelligence

  • ML-driven demand forecasting
  • Automated inventory management
  • Supply chain optimization
  • Just-in-time deployment strategies

$27 Million Revenue Acceleration

The real magic happened when we applied this automation to datacenter deployments:

  • Before: 16-week optical deployment timeline
  • After: 6-week fully automated deployment
  • Impact: 10 weeks faster time-to-revenue per datacenter

This acceleration directly resulted in $27 million in additional revenue by bringing capacity online faster than competitors.

Technical Innovation

The Stack

  • Control Plane: Custom Python automation framework
  • Monitoring: Optical performance monitoring (OPM) integration
  • Analytics: Time-series analysis for predictive maintenance
  • Orchestration: Ansible for configuration management
  • APIs: RESTful interfaces for cross-platform integration

Key Innovations

  1. Optical Digital Twin: Created virtual models of the entire optical network for testing changes before deployment
  2. API-First Design: Every optical element exposed via APIs for programmability
  3. GitOps for Optics: Configuration as code for all optical systems
  4. Closed-Loop Automation: Self-optimizing optical paths based on real-time performance

During my tenure, we faced unprecedented supply chain disruptions. My team’s response:

  • Re-engineered deployment processes for component flexibility
  • Created vendor-agnostic automation frameworks
  • Built strategic inventory reserves using predictive analytics
  • Established alternative supply chains across three continents

Result: Zero deployment delays despite global chip shortages.

Impact Beyond the Numbers

For Oracle:

  • Established optical networking as a competitive advantage
  • Created IP that influenced Oracle’s entire infrastructure approach
  • Built a team that became the gold standard for infrastructure automation

For the Industry:

  • Proved that optical networks could be as programmable as servers
  • Set new benchmarks for capital efficiency in optical deployments
  • Influenced vendor roadmaps toward automation-friendly designs

Leading Through Transformation

This role taught me that infrastructure leadership isn’t just about technology—it’s about:

  • Building teams that can innovate under pressure
  • Turning constraints (budget, supply chain) into innovation catalysts
  • Creating systems that scale beyond your tenure
  • Balancing fiscal responsibility with technical excellence

The principles I developed here—automation-first thinking, API-driven infrastructure, and lean operations—continue to influence how I approach every technical challenge, from AI systems to supply chain optimization.

The Bottom Line

With a $70M budget and a small team, we didn’t just build optical infrastructure—we revolutionized how Oracle thinks about infrastructure automation. The 844 hours we saved annually was just the beginning. The real victory was proving that with the right approach, infrastructure can be a profit center, not just a cost center.

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