ACK Cloud Native AI Suite | Elastic Acceleration of Generative AI Model Inference with Fluid

The fourth episode of ACK Cloud Native AI Suite series introduces Fluid, the data orchestration acceleration engine in the ACK Cloud-Native AI suite.

Welcome to Cloud Forward, where we go back to basics and talk about everything cloud-centric, from Infrastructure, Computing, Storage, Network, Security, to Database, AI, and Machine Learning.

In this series, we will talk about Alibaba Cloud's Cloud-Native AI Suite. Cloud-Native AI Suite is a Container Service for Kubernetes (ACK) solution powered by Cloud-Native AI technologies and products. The Cloud-Native AI Suite can help you fully utilize cloud-native architectures and technologies to quickly develop an AI-assisted production system in ACK. The Cloud-Native AI Suite also provides full-stack optimization for AI or machine learning applications and systems.

In the era of AI commercialization, foundation model inference is expected to be more widely used than training, posing a significant challenge to infrastructure service capabilities. The requirements for "cost, performance, efficiency" become high hurdles for the rapid deployment of LLM/AIGC.

How to address high-latency data access and bandwidth limitations? How to achieve a balance between cost, performance, and efficiency?

Hello and welcome to this episode of Cloud Forward. Today, we will introduce you to Fluid, the data orchestration acceleration engine in the ACK Cloud-Native AI suite.

Watch the videos below for a comprehensive understanding.

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ACK Cloud Native AI Suite | Elastic Acceleration of Generative AI Model Inference with Fluid

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