BestHub
Sign in
360 Smart Cloud
Author

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.

102
Articles
0
Likes
691
Views
0
Comments
Recent Articles

Latest from 360 Smart Cloud

100 recent articles max
360 Smart Cloud
360 Smart Cloud
May 20, 2024 · Cloud Native

Design and Implementation of Managed (Dedicated) Kubernetes Clusters

This article introduces the concept of managed Kubernetes clusters, compares them with traditional setups, details the architecture and implementation process, discusses challenges such as cross‑cluster webhook routing, certificate issuance, container runtime integration, and outlines the diverse features of the dedicated cluster solution.

Cloud NativeKubernetesManaged Cluster
0 likes · 13 min read
Design and Implementation of Managed (Dedicated) Kubernetes Clusters
360 Smart Cloud
360 Smart Cloud
May 15, 2024 · Cloud Native

Polefs: A Cloud‑Native Distributed Cache File System for AI Training Workloads

The article outlines the challenges of massive AI training data, defines storage performance requirements, and presents Polefs—a cloud‑native distributed cache file system with unified storage, metadata acceleration, and read/write caching designed to improve GPU utilization and reduce data redundancy.

AICloud NativeGPU utilization
0 likes · 14 min read
Polefs: A Cloud‑Native Distributed Cache File System for AI Training Workloads
360 Smart Cloud
360 Smart Cloud
May 9, 2024 · Cloud Native

Practical Experience of Deploying and Optimizing Apache Pulsar on Kubernetes at 360

This article shares 360's practical experience deploying Apache Pulsar on Kubernetes, covering architecture design, storage choices, multi‑cluster modes, service discovery, performance tuning, monitoring, alerting, and future plans, offering valuable guidance for engineers building cloud‑native messaging platforms.

Apache PulsarCloud NativeDistributed Messaging
0 likes · 19 min read
Practical Experience of Deploying and Optimizing Apache Pulsar on Kubernetes at 360
360 Smart Cloud
360 Smart Cloud
Apr 25, 2024 · Cloud Native

Building High‑Performance RoCE v2 and InfiniBand Networks in a Cloud‑Native Environment for Large‑Model Training

This article explains how to construct high‑performance RoCE v2 and InfiniBand networks within a cloud‑native Kubernetes environment, detailing the underlying technologies, required components, configuration steps, and performance test results that demonstrate significant communication speed improvements for large‑scale AI model training.

AI trainingCloud NativeInfiniBand
0 likes · 12 min read
Building High‑Performance RoCE v2 and InfiniBand Networks in a Cloud‑Native Environment for Large‑Model Training
360 Smart Cloud
360 Smart Cloud
Apr 15, 2024 · Artificial Intelligence

Fine‑Tuning Qwen‑14B Large Language Model: A Complete Guide

This article provides a comprehensive tutorial on fine‑tuning the Qwen‑14B large language model, covering the motivation, fine‑tuning concepts, step‑by‑step workflow, required code, DeepSpeed training parameters, testing scripts, and deployment using FastChat and the 360AI platform.

AI Model DeploymentDeepSpeedFastChat
0 likes · 9 min read
Fine‑Tuning Qwen‑14B Large Language Model: A Complete Guide
360 Smart Cloud
360 Smart Cloud
Apr 3, 2024 · Backend Development

Understanding FFmpeg Hardware Acceleration Architecture and Implementation

FFmpeg provides a comprehensive, cross‑platform hardware acceleration framework that abstracts diverse GPU and dedicated video codec interfaces, defines HWContext types, device and frame contexts, and various codec configuration methods, enabling efficient video encoding, decoding, and filtering while addressing performance, compatibility, and pipeline complexity challenges.

FFmpegGPUhardware-acceleration
0 likes · 10 min read
Understanding FFmpeg Hardware Acceleration Architecture and Implementation