Intelligent Operations for Large-Scale Cloud Infrastructure: Insights from Alibaba and Intel at the 2019 Hangzhou Cloud Expo

The 2019 Hangzhou Cloud Expo featured a forum on large‑scale cloud computing infrastructure intelligent operations, where Alibaba and Intel specialists discussed new concepts and technologies to meet core demands for stability, cost efficiency, and performance as data, compute, and network scales grow.

The forum covered a comprehensive view of infrastructure operations, spanning data‑center hardware, servers, network changes, cloud monitoring, and application‑level operations, highlighting the full‑spectrum development and future opportunities in massive cloud infrastructure management.

Alibaba Cloud Intelligent Infrastructure Division researcher Zhao Xiaoxue hosted the session, outlining the challenges and opportunities in infrastructure operations and guiding the audience through problems and latest solutions across various infrastructure layers.

Senior algorithm expert He Cheng detailed Alibaba Cloud's automated cluster repair system, which leverages natural language processing of massive server logs combined with expert rules to detect faults and generate intelligent repair actions, achieving an approximate 90% success rate.

Senior technical expert Zhai Ennan presented the "Intelligent Network Change Verification" research, describing formal verification, simulation, real‑time validation, and automatic rollback techniques that aim for near‑zero network change failures.

Senior technical expert Liu Fudi introduced the "Alibaba Application Operation Brain"—an integrated monitoring and control hub that transitions from physical resources to cloud‑native architectures, addresses the explosion of microservice operations, defines layered operational responsibilities and SLAs, and moves toward a productized hybrid‑cloud solution.

Senior technical expert Chen Guodong explained Alibaba Cloud monitoring technology and its future direction, emphasizing a globally deployed, load‑balanced architecture that serves as an event center for accurate, stable alerts and enables advanced intelligent operation decisions.

Senior technical expert Song Jun discussed infrastructure power‑consumption control and optimization, using multi‑dimensional data collection and analysis to achieve a globally optimal balance of stability, cost, and resource elasticity, illustrated with three concrete case studies.

Intel senior architect Song Chuan shared Intel's latest cloud data‑center management technologies, highlighting data‑driven optimization and hardware management innovations that help cloud customers tackle challenges in cloud computing and data‑center environments.

The forum concluded with a reaffirmation that the discussions and exchanges will inspire the industry, drive collaborative progress in cloud infrastructure technology, and support China's digital economy and enterprise digital transformation.