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Smooth Scaling: System Design for High Traffic
Queue-it
15 episodes
1 day ago
Smooth Scaling: System Design for High Traffic focuses on all things scalability, reliability, and performance. Tune in for expert advice on how to scale systems, control costs, boost availability, optimize performance, and get the most out of your tech stack. Host Jose Quaresma is the VP of Technical Engagement at Queue-it, working on the frontlines with some of the world’s biggest businesses on their busiest days, from Ticketmaster to Zalando to Home Office U.K. He’ll be joined by experts across industries, uncovering how major organizations design, build, and deploy systems that remain reliable at scale.
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Technology
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All content for Smooth Scaling: System Design for High Traffic is the property of Queue-it and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Smooth Scaling: System Design for High Traffic focuses on all things scalability, reliability, and performance. Tune in for expert advice on how to scale systems, control costs, boost availability, optimize performance, and get the most out of your tech stack. Host Jose Quaresma is the VP of Technical Engagement at Queue-it, working on the frontlines with some of the world’s biggest businesses on their busiest days, from Ticketmaster to Zalando to Home Office U.K. He’ll be joined by experts across industries, uncovering how major organizations design, build, and deploy systems that remain reliable at scale.
Show more...
Technology
Business
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Scaling Ticketing Systems for traffic bursts & bots with Line-Up's Barnaby Clark
Smooth Scaling: System Design for High Traffic
40 minutes
2 months ago
Scaling Ticketing Systems for traffic bursts & bots with Line-Up's Barnaby Clark

In this episode, Barnaby Clark, CEO of Line-Up, reveals the engineering practices behind resilient ticketing systems that handle real-world demand. Barnaby explains how Line-Up rebuilt their platform from the ground up to meet the complex needs of live events, from unique inventory structures and API scaling to predictive load handling and third-party integrations. Barnaby dives into the evolving threat of bots, the nuances of asynchronous payments, and how to design for bursts in traffic without breaking the customer experience. It’s a practical look at infrastructure, performance, and the unpredictable nature of ticketing at scale.

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Barnaby Clark is CEO and Co-Founder at Line-Up. He has 12 years of experience designing innovative software products across diverse stacks, scaling and guiding cross-functional teams, building high-growth e-commerce platforms, and overcoming complex software challenges. Line-Up was shortlisted for Best Technology Provider at the British Media Awards, won Seedcamp London and has secured multiple funding rounds from angel investors, institutional backers, and corporate entities. Prior to Line-Up, Barnaby spent 5 years working on Mergers & Acquisitions and private capital fundraising efforts within the technology sector. 

This podcast is hosted by José Quaresma, researched by Joseph Thwaites and produced by Perseu Mandillo.

  • (00:00) - Introduction: Designing Scalable Ticketing Systems
  • (00:45) - Barnaby’s Journey to Founding Line-Up
  • (02:15) - Unique Scaling Challenges in Ticket Sales
  • (05:08) - Breaking Down the Ticket Purchase Journey
  • (06:41) - Read vs. Write Operations in Scalability
  • (09:53) - Handling Sudden Traffic Spikes
  • (12:11) - Predictive Scaling and Early User Signals
  • (17:26) - Integrating Third-Party Ticket Sales APIs
  • (20:02) - Payment Providers and Asynchronous Challenges
  • (26:09) - Disaster Recovery and System Protection
  • (30:35) - Tackling Bots and Fraud in Ticketing
  • (35:04) - Rapid-Fire Insights & Recommendations

© Queue-it, 2025 
Smooth Scaling: System Design for High Traffic
Smooth Scaling: System Design for High Traffic focuses on all things scalability, reliability, and performance. Tune in for expert advice on how to scale systems, control costs, boost availability, optimize performance, and get the most out of your tech stack. Host Jose Quaresma is the VP of Technical Engagement at Queue-it, working on the frontlines with some of the world’s biggest businesses on their busiest days, from Ticketmaster to Zalando to Home Office U.K. He’ll be joined by experts across industries, uncovering how major organizations design, build, and deploy systems that remain reliable at scale.