Speaker
Abstract
Designing systems that take advantage of modern platforms, tools, and techniques is critical for building scalable, evolvable applications that underpin businesses of all stripes. Leveraging those when your data is captured in a mainframe, which does not scale well, is challenging. Technical and architectural debt is often a stifling element and the momentum to modernize can be both hard to gain and to maintain.
This talk discusses how National Grid built an event driven system using change data capture on top of a DB2 mainframe to power a cloud native GraphQL API hosted in Azure.
National Grid uses mainframes to power their customer billing capabilities. These mainframes encompass decades of data and capabilities in a monolithic, inelastic system. Many business and customer channels rely on this data and functionality. The motivating application for our project is the customer web portal. Earlier iterations of the portal relied on direct synchronous calls to the mainframe. This constraint historically caused problems for scaling to their customer base’s needs on the web. Availability and performance were key challenges.
Our architecture works by disconnecting the needs of the web application from the constraints of the mainframe. This ‘system of reference’ is hosted in the cloud with modern tech and is far better suited to adapting to business and (by extension) customer needs. It is a foundation which can, and is, being built upon to modernize National Grid’s technology portfolio, with no direct dependency on the legacy systems underlying them.
- Change data capture enables near-real time synchronization
- The ‘Customer Graph’ system-of-reference provides capability to scale independently from mainframe and be resilient to on-prem volatility
- Asynchronous boundaries between cloud/on-prem resources decouples applications from connectivity/availability issues
- APIs developed with domain-driven design, providing multi-channel support for diverse business applications
Interview
Jason: Cloud architecture and distributed systems
Jason: Growth
Jason: Senior engineers and architects
Jason: Ideas and context for creating innovation when dealing with legacy systems
Jason: AI seems too obvious. I actually think it will be the second or third order effects of AI. Particularly around what types of skill sets AI-aided development foster in new generations of engineers.
QCon San Francisco 2024 is a three day conference for senior software engineers, architects and team leads. An international program committee of working engineers selects every session. Patterns and practices, not products and pitches.
Part of the track
Architectures You've Always Wondered About Hosted by Thomas Betts Senior Laureate Software Architect @BlackbaudFrom the same track
Monday 18 November
10:35 Ballroom A Session MLOps Supporting Diverse ML Systems at Netflix David Berg, Romain Cledat Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications. 11:45 Ballroom A Session Architecture Optimizing Search at Uber Eats Janani Narayanan, Karthik Ramasamy Uber has an in-house search engine called Search In Action (SIA). As the backbone behind the feed and search capabilities of Uber's Delivery business, SIA plays a crucial role in expanding selection seamlessly for customers which is a strategic advantage to the business. 13:35 Ballroom A Session Architecture Changing the Model: Why and How We Re-Architected Slack Ian Hoffman Staff Software Engineer @Slack, Previously @Chairish Over time, the architectural assumptions underpinning a software application may diverge further and further from that application's product requirements. 14:45 Seacliff D Unconference Unconference: Architectures You've Always Wondered About 15:55 Ballroom A Session HTTP How GitHub Copilot Serves 400 Million Completion Requests a Day David Cheney Lead, Copilot Proxy @GitHub, Open Source Contributor and Project Member for Go Programming Language, Previously @VMware GitHub Copilot is the largest LLM powered Code Completion service in the world, serving hundreds of millions of requests per day with an average response time of under 200ms. This is the story of the architecture which powers this product. 17:05 Ballroom A Session Legacy Modernization: Architecting Real-Time Systems Around a Mainframe Jason Roberts, Sonia Mathew Designing systems that take advantage of modern platforms, tools, and techniques is critical for building scalable, evolvable applications that underpin businesses of all stripes. Leveraging those when your data is captured in a mainframe, which does not scale well, is challenging.