Fluid | BestHub

Alibaba Cloud Infrastructure

Mar 5, 2025 · Cloud Native

Using Fluid Cloud‑Native Data Caching to Boost Performance and Elasticity of a Quantitative Research Platform on Alibaba Cloud

This article describes how JoinQuant built a cloud‑native quantitative research platform on Alibaba Cloud, identified performance, cost, data‑management, and security challenges, and solved them with Fluid’s JindoRuntime data‑caching, elastic scaling, and Python‑driven workflows, achieving dramatic speed and cost improvements.

Data CachingFluidQuantitative Research

0 likes · 18 min read

Using Fluid Cloud‑Native Data Caching to Boost Performance and Elasticity of a Quantitative Research Platform on Alibaba Cloud

Alibaba Cloud Infrastructure

Jan 17, 2025 · Artificial Intelligence

Elastic Scaling of Large Language Model Inference on Alibaba Cloud ACK with Knative, ResourcePolicy, and Fluid

This article explains how to reduce inference cost and improve performance for large language models on Alibaba Cloud ACK by using Knative's request‑based autoscaling, custom ResourcePolicy priority scheduling, and Fluid data‑caching to achieve elastic scaling, resource pre‑emption, and faster model loading.

FluidInferenceKnative

0 likes · 22 min read

Elastic Scaling of Large Language Model Inference on Alibaba Cloud ACK with Knative, ResourcePolicy, and Fluid

DataFunTalk

Aug 20, 2022 · Artificial Intelligence

Atlas Supercomputing Platform: Architecture, Alluxio‑Fluid Integration, and Performance Improvements for AI Workloads

The article presents CloudKnow's Atlas supercomputing platform, detailing its AI‑focused architecture, early storage and bandwidth challenges, the integration of Alluxio and Fluid for distributed caching, various business adaptations, and experimental results showing significant performance gains across speech denoising, image classification, large‑file processing, and speech recognition workloads.

AlluxioDistributed StorageFluid

0 likes · 16 min read

Atlas Supercomputing Platform: Architecture, Alluxio‑Fluid Integration, and Performance Improvements for AI Workloads

Architecture Digest

Dec 8, 2021 · Cloud Native

Implementing Compute-Storage Separation for Large-Scale Retrieval Systems Using Fluid

This article describes the challenges of operating massive, TB‑scale retrieval clusters at Zuoyebang, and presents a Fluid‑based compute‑storage separation architecture that improves data distribution, update efficiency, scalability, and stability, enabling containerized search services to be managed like regular stateless workloads.

Data OrchestrationFluidcompute-storage separation

0 likes · 13 min read

Implementing Compute-Storage Separation for Large-Scale Retrieval Systems Using Fluid