Cloud computing can also 'autonomously drive'! Alibaba Cloud uses large models to transform cloud products with AI

"Stability, security, performance, and cost are still the most important cornerstones of the cloud." On October 31, at the Hangzhou Yunqi Conference, Alibaba Cloud CTO Zhou Jingren said that after a large amount of R&D investment, the performance of Alibaba Cloud's basic cloud products has improved. Further improvement, the overall availability has moved from 4 9s to 5 9s, and more than 30 cloud products have been intelligently upgraded. At the same time, Alibaba Cloud's serverless process has entered the fast lane. More than 40 cloud products provide serverless capabilities, and the world's first container computing service ACS has been launched.

The performance of multiple cloud products has been significantly upgraded, and availability and security have continued to improve

With the continuous evolution of the self-developed Feitian operating system, the performance of many basic cloud products of Alibaba Cloud has been greatly upgraded. For example, Alibaba Cloud's latest eighth-generation ECS instances and new HPC instances have performance improvements of 20% and 40% respectively; The OSS object storage read bandwidth has been increased by 10 times to 100 Gbps, effectively accelerating large model-related calculations and data analysis; RDS database read and write performance has been improved by 102%...

While improving performance, the availability and security of cloud products have also continued to improve. ECS single instance availability has been improved to 99.995%, load balancing and NAT gateway reliability have been improved to 99.995%, and PolarDB node failures can be resolved within 5 seconds. Quickly switch and embed security into the native immune protection of cloud products... The overall availability on the cloud has been challenged from 4 9s to 5 9s, and product resilience has been continuously improved to provide highly available cloud computing services.

The world’s first container computing service, a new definition of container computing power

Container technology is one of the hottest technologies in the IT industry today, with 64% of end users using K8s and related container technologies in production. As containerization and cloud migration become the new normal, how to keep up with business needs and avoid resource waste has become a new challenge.

As the earliest cloud vendor in China to deploy container technology, Alibaba Cloud took the lead in launching the world's first container computing service (Alibaba Cloud Container Compute Service, hereinafter referred to as ACS), which delivers computing power in a serverless form. Users do not need to pay attention to the underlying nodes and clusters. Simply configure to create pod resources and deploy applications.

It is reported that ACS adopts Alibaba Cloud’s self-developed scheduling technology, pioneering computing power allocation and resource reuse, supporting computing power switching between user loads and cloud products, improving resource utilization, and saving enterprises 20% of resource costs. . ACS also supports flexible usage modes such as a maximum 1:8 resource ratio and on-demand elasticity and resource reservation to ensure daily needs and achieve the perfect combination of flexibility and certainty.

In the "Magic Quadrant for Container Management 2023" just released by Gartner, Alibaba Cloud has entered the Leaders Quadrant of the report and is the only cloud service provider in Asia selected for this quadrant. "We hope to help customers make full use of the advantages of cloud computing through the technical concept of Serverless and using containers as the computing interface." Zhou Jingren said.

More than 40 core products are serverless, and Alibaba Cloud’s serverless process has entered the fast lane

With the continuous evolution of serverless technology, developers’ cloud use methods have also changed from centralized R&D and distributed R&D in the past to process R&D on the cloud. Whether there are 20,000 users or 20 million users, the IT architecture built on Serverless can be adaptively scaled, automatically expanding in seconds during peak peaks and automatically shrinking during peak and valley periods.

Alibaba Cloud's serverless evolution has also entered the fast lane. As of October 2023, it has more than 40 serverless cloud products, including Function Compute FC, Serverless Application Engine SAE, PolarDB database, and open source big data platform E- MapReduce etc. Among them, Function Compute has been upgraded to version 3.0, cold start has been reduced to seconds, resource costs have been reduced by 92%, complexity has been reduced by 40%, and Tongyi product series, Magic Community, HuggingFace, etc. are deeply integrated, and AI applications can be deployed with one click and the deployment time is Reduced by more than 80%.

At the meeting, Alibaba Cloud also announced price reductions for its entire range of Serverless products. The Serverless versions of big data, databases, middleware, etc. have all been reduced in price by 30%-70%, making them more attractive.

Towards the cloud of autonomous driving, more than 30 cloud products are fully intelligently upgraded

Zhou Jingren said: "With the integration of large model technology and cloud computing itself, we hope that the future cloud can drive autonomously like a car, greatly improving the developer's experience of using the cloud."

It is reported that more than 30 cloud products on Alibaba Cloud have access to large model capabilities. For example, Alibaba Cloud's big data management platform DataWorks has added a new interactive form - Copilot, which allows users to generate generated data simply by inputting in natural language. SQL, and automatically execute corresponding data ETL operations, the overall development and analysis efficiency can be improved by more than 30%, comparable to "autonomous driving".

Alibaba Cloud containers, databases and other products also provide a similar development experience, which can realize functions such as NL2SQL and SQL annotation generation/error correction/optimization. In the future, these capabilities will be integrated into other Alibaba Cloud products.

The above is the detailed content of Cloud computing can also 'autonomously drive'! Alibaba Cloud uses large models to transform cloud products with AI. For more information, please follow other related articles on the PHP Chinese website!