Скачать с ютуб Accelerating AI Securely with GVisor - Lucas Manning, Google в хорошем качестве

Accelerating AI Securely with GVisor - Lucas Manning, Google

Don't miss out! Join us at our next Flagship Conference: KubeCon + CloudNativeCon North America in Salt Lake City from November 12 - 15, 2024. Connect with our current graduated, incubating, and sandbox projects as the community gathers to further the education and advancement of cloud native computing. Learn more at https://kubecon.io Accelerating AI Securely with GVisor - Lucas Manning, Google Container sandboxing is one of the best approaches we have to securing high-risk or untrusted container workloads. In the AI-first world, demand for these types of workloads, whether it be running untrusted LLM-generated code or training on proprietary datasets, is growing fast. In this talk you will learn about the different approaches to sandboxing containers and tradeoffs associated with them. Then Lucas will dive deep into the implementation of the open source gVisor sandbox and container runtime. Lucas will discuss new sandboxed hardware accelerator support in gVisor, implementation trade-offs, the ways gVisor is being used to mitigate AI/ML security risks, and the work the gVisor team has done to reduce the performance costs of sandboxing.