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360 Smart Cloud

Official service account of 360 Smart Cloud, dedicated to building a high-quality, secure, highly available, convenient, and stable one‑stop cloud service platform.

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Recent Articles

Latest from 360 Smart Cloud

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360 Smart Cloud
360 Smart Cloud
May 16, 2025 · Cloud Computing

Why Cloud‑Hosted MCP Servers Are Redefining AI Application Development

The Model Context Protocol (MCP) is emerging as a de‑facto standard for AI interactions, and cloud‑hosted MCP servers are gaining traction by lowering developer barriers, enhancing SaaS integration, meeting enterprise compliance, while also facing deployment speed, traffic variability, and complex logic challenges that serverless function compute aims to resolve.

AIFunction ComputeMCP
0 likes · 9 min read
Why Cloud‑Hosted MCP Servers Are Redefining AI Application Development
360 Smart Cloud
360 Smart Cloud
Jul 17, 2024 · Artificial Intelligence

Parallelism and Memory‑Optimization Techniques for Distributed Large‑Scale Transformer Training

This article reviews the principles and practical implementations of data, pipeline, tensor, sequence, and context parallelism together with memory‑saving strategies such as recomputation and ZeRO, and demonstrates how the QLM framework leverages these techniques to accelerate large‑model training and fine‑tuning on multi‑GPU clusters.

GPUMegatron-LMMemory Optimization
0 likes · 18 min read
Parallelism and Memory‑Optimization Techniques for Distributed Large‑Scale Transformer Training
360 Smart Cloud
360 Smart Cloud
Jul 9, 2024 · Big Data

Understanding Shuffle in Spark: From Native Shuffle to External and Remote Shuffle Services (Uniffle)

This article examines the critical role of shuffle in big‑data processing, compares Spark's native shuffle with the External Shuffle Service (ESS) and Remote Shuffle Service (RSS) solutions, introduces Uniffle's architecture and configuration, and shares practical deployment experiences and performance results within a 360 internal environment.

External Shuffle ServiceRemote Shuffle ServiceShuffle
0 likes · 15 min read
Understanding Shuffle in Spark: From Native Shuffle to External and Remote Shuffle Services (Uniffle)
360 Smart Cloud
360 Smart Cloud
Jul 4, 2024 · Artificial Intelligence

Optimizing Mixture-of-Experts (MoE) Training with the QLM Framework

This article introduces the background and challenges of large language model training, explains the Mixture-of-Experts (MoE) architecture, and details several optimization techniques implemented in the QLM framework—including fine-grained and shared experts, top‑k gating, token distribution, expert parallelism, and grouped GEMM – to improve training efficiency and performance.

AIDistributed TrainingMixture of Experts
0 likes · 10 min read
Optimizing Mixture-of-Experts (MoE) Training with the QLM Framework
360 Smart Cloud
360 Smart Cloud
Jul 3, 2024 · Operations

Practical Practices for Enhancing Kafka Cluster Stability at 360

This article details 360's comprehensive approach to improving Apache Kafka cluster stability through proactive operations, capacity assessment, parameter tuning, monitoring, version upgrades, and traffic control, offering concrete guidelines and best‑practice recommendations for large‑scale message‑queue deployments.

ClusterKafkaStability
0 likes · 33 min read
Practical Practices for Enhancing Kafka Cluster Stability at 360