Cilium - Container Networking with BPF & XDP

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3 recomendaciones•4,852 vistas

This talk demonstrates that programmability and performance does not require user space networking, it can be achieved in the kernel by generating BPF programs and leveraging the existing kernel subsystems. We will demo an early prototype which provides fast IPv6 & IPv4 connectivity to containers, container labels based security policy with avg cost O(1), and debugging and monitoring based on the per-cpu perf ring buffer. We encourage a lively discussion on the approach taken and next steps.

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Cluster Wide Label ID Table: This ID is carried in the network packet and used
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Policy enforcement cost is reduced to a
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Intel Xeon 3.5Ghz Sandy Bridge, 24 cores,
1 TCP flow per core, netperf -t TCP_SENDFILE, 10’000 policies

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In the realm of real-time applications, Large Language Models (LLMs) have long dominated language-centric tasks, while tools like OpenCV have excelled in the visual domain. However, the future (maybe) lies in the fusion of LLMs and deep learning, giving birth to the revolutionary concept of Large Action Models (LAMs). Imagine a world where AI not only comprehends language but mimics human actions on technology interfaces. For example, the Rabbit r1 device presented at CES 2024, driven by an AI operating system and LAM, brings this vision to life. It executes complex commands, leveraging GUIs with unprecedented ease. In this presentation, join me on a journey as a software engineer tinkering with WebRTC, Janus, and LLM/LAMs. Together, we’ll evaluate the current state of these AI technologies, unraveling the potential they hold for shaping the future of real-time applications.

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications

Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications

Alberto González Trastoy

Hand gesture recognition PROJECT PPT.pptx

Hand gesture recognition PROJECT PPT.pptx

Hand gesture recognition PROJECT PPT.pptx

bodapatigopi8531

Test automation is a cornerstone of software development and quality assurance in today's rapidly evolving digital landscape. Its significance cannot be overstated. Businesses can enhance efficiency, productivity, and accelerate software delivery to market through automation, streamlining testing processes effectively. This comprehensive guide addresses the best practices for test automation in 2024. It offers a detailed checklist to empower you to optimize your automation efforts and maintain a competitive edge.

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The Ultimate Test Automation Guide_ Best Practices and Tips.pdf

The Ultimate Test Automation Guide_ Best Practices and Tips.pdf

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