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Slashing Airline Latency: Edge Microservices for Faster Bookings.

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Tired of sluggish flight booking systems? This episode explores a research paper proposing a fix: combining edge computing with a microservices architecture for airline reservations. Learn how moving time-sensitive tasks like seat availability checks closer to the user can dramatically reduce latency, potentially by 60%, enhancing responsiveness. We discuss the conceptual framework using Kubernetes for orchestration and Kafka for real-time data synchronization between distributed edge nodes and the central cloud. Discover the simulated performance gains in latency and throughput reported by the researchers. We also unpack the significant challenge of maintaining data consistency in such a distributed system. Explore how this edge-enabled microservice approach might apply beyond airlines to other real-time, latency-sensitive domains.

Read the original paper: http://arxiv.org/abs/2411.12650v1

Music: 'The Insider - A Difficult Subject'

  continue reading

12 episodes

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Manage episode 480512935 series 3662367
Content provided by podcast_v0.1. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by podcast_v0.1 or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Tired of sluggish flight booking systems? This episode explores a research paper proposing a fix: combining edge computing with a microservices architecture for airline reservations. Learn how moving time-sensitive tasks like seat availability checks closer to the user can dramatically reduce latency, potentially by 60%, enhancing responsiveness. We discuss the conceptual framework using Kubernetes for orchestration and Kafka for real-time data synchronization between distributed edge nodes and the central cloud. Discover the simulated performance gains in latency and throughput reported by the researchers. We also unpack the significant challenge of maintaining data consistency in such a distributed system. Explore how this edge-enabled microservice approach might apply beyond airlines to other real-time, latency-sensitive domains.

Read the original paper: http://arxiv.org/abs/2411.12650v1

Music: 'The Insider - A Difficult Subject'

  continue reading

12 episodes

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