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Alibaba Cloud Observability
Alibaba Cloud Observability
Apr 27, 2026 · Operations

Scaling Humanoid Robot Operations: Insights from the Human‑Robot Half‑Marathon

The half‑marathon race of over 300 humanoid robots highlighted three core operational bottlenecks—environmental uncertainty, hidden hardware‑software coupling risks, and outdated maintenance models—prompting a cloud‑native observability solution that combines metrics, tracing, and log governance to enable predictive, tiered fault handling for large‑scale deployments.

Cloud NativeEdge ComputingHumanoid Robots
0 likes · 15 min read
Scaling Humanoid Robot Operations: Insights from the Human‑Robot Half‑Marathon
Kuaishou Tech
Kuaishou Tech
Apr 16, 2026 · Artificial Intelligence

Hierarchical Semantic RL Tackles Dynamic Action Spaces in Recommendations

Researchers from Kuaishou, Fudan and Tianjin University introduce the Hierarchical Semantic Reinforcement Learning (HSRL) framework, which maps high‑dimensional, dynamic item spaces into a fixed‑size semantic action space via semantic IDs, employs a hierarchical policy network and multi‑level critics, and demonstrates 13‑18% gains on public datasets and an 18.4% ad spend lift in billion‑scale online tests.

Large‑Scale Deploymenthierarchical policyindustrial experiments
0 likes · 11 min read
Hierarchical Semantic RL Tackles Dynamic Action Spaces in Recommendations
JD Retail Technology
JD Retail Technology
Aug 19, 2024 · Interview Experience

From Campus to Backend Engineer: 3 Years of Growth at JD

This article shares a recent graduate's three‑year journey at JD, offering practical advice for newcomers, detailing a large‑scale system redesign for a merchant conference, outlining promotion‑season preparation, and describing the development of an AI assistant while emphasizing continuous learning and professional mindset.

AI AssistantBackend DevelopmentDomain-Driven Design
0 likes · 12 min read
From Campus to Backend Engineer: 3 Years of Growth at JD
21CTO
21CTO
Jan 8, 2021 · Databases

How ICBC Scales MySQL to 10,000 Nodes: Governance, Challenges, and Solutions

This article summarizes ICBC's experience of deploying nearly ten thousand MySQL nodes, detailing the current status, challenges, governance strategies—including standards, containerization, automated monitoring, emergency handling, and post‑incident analysis—and outlines future improvement plans for core‑application databases.

AutomationDatabase GovernanceICBC
0 likes · 17 min read
How ICBC Scales MySQL to 10,000 Nodes: Governance, Challenges, and Solutions
ITPUB
ITPUB
Jan 8, 2021 · Databases

How ICBC Scales MySQL to 10,000 Nodes: Governance, Automation, and Performance Strategies

This article outlines Industrial and Commercial Bank of China's journey from early MySQL adoption to managing nearly ten thousand production nodes, detailing the challenges of high‑capacity, high‑concurrency workloads and the comprehensive governance framework—including standards, pre‑emptive checks, automated incident response, and future self‑healing plans—used to ensure reliable core‑application data storage.

AutomationDatabase GovernanceLarge‑Scale Deployment
0 likes · 17 min read
How ICBC Scales MySQL to 10,000 Nodes: Governance, Automation, and Performance Strategies
Alibaba Cloud Native
Alibaba Cloud Native
May 28, 2020 · Cloud Native

How Alibaba’s OpenKruise Enhances Kubernetes Deployments for Massive Scale

The article recaps a SIG Cloud‑Provider‑Alibaba webinar, detailing Alibaba’s large‑scale cloud‑native deployment challenges and how the open‑source OpenKruise project introduces extended workloads like CloneSet, Advanced StatefulSet, SidecarSet, and more to improve deployment efficiency, stability, and flexibility on Kubernetes.

Advanced StatefulSetCloneSetCloud Native
0 likes · 16 min read
How Alibaba’s OpenKruise Enhances Kubernetes Deployments for Massive Scale
AntTech
AntTech
Nov 5, 2019 · Cloud Native

Deep Practice of Service Mesh at Ant Financial: Large‑Scale Deployment, Challenges, and Recommendations

This article presents Ant Financial's extensive Service Mesh journey, detailing its multi‑stage large‑scale rollout, performance measurements during the 618 and upcoming Double‑11 events, the technical challenges encountered, optimization techniques applied to the data‑plane and control‑plane, and practical advice for organizations considering Service Mesh adoption.

Ant FinancialLarge‑Scale DeploymentMicroservices
0 likes · 31 min read
Deep Practice of Service Mesh at Ant Financial: Large‑Scale Deployment, Challenges, and Recommendations
21CTO
21CTO
Nov 2, 2019 · Cloud Native

How Meituan Scaled Its Container Platform to 30,000 Pods: Lessons from HULK

This article details Meituan's journey from early container adoption to the HULK 2.0 platform, covering architecture, isolation, stability, performance, and promotion challenges, and shares the engineering solutions that enabled over 30,000 containers to run reliably at massive scale.

Image DistributionKubernetesLarge‑Scale Deployment
0 likes · 22 min read
How Meituan Scaled Its Container Platform to 30,000 Pods: Lessons from HULK
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 30, 2019 · Operations

How Youku Scaled IPv6 from Zero to 500K Users in Days

This article details Youku's rapid, large‑scale IPv6 rollout—from initial pilot to half‑million users—covering the motivations, phased migration plan, technical challenges, implementation steps across client and server, gray‑release strategies, monitoring, and future outlook.

IPv6Large‑Scale DeploymentNetwork Migration
0 likes · 16 min read
How Youku Scaled IPv6 from Zero to 500K Users in Days
dbaplus Community
dbaplus Community
Jan 3, 2017 · Cloud Native

How JD Built and Scaled Its First‑Generation Container Engine (JDOS) from Zero to 150k Containers

This article chronicles JD.com's journey from early OpenStack experiments in 2013 to the development, large‑scale deployment, and evolution of its first‑generation container engine (JDOS), highlighting architectural choices, performance challenges, operational practices, and the open‑source projects that emerged from the experience.

Cloud NativeKubernetesLarge‑Scale Deployment
0 likes · 16 min read
How JD Built and Scaled Its First‑Generation Container Engine (JDOS) from Zero to 150k Containers