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.

Cloud NativeData CachingFluid

0 likes · 18 min read

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

DaTaobao Tech

Apr 15, 2024 · Product Management

Mastering Market Research: Steps, Tools, and Real‑World Examples

This guide explains the definition, objectives, common goals, step‑by‑step process, and popular methodologies—including PEST, SWOT, Porter’s Five Forces, BCG matrix, qualitative and quantitative techniques, questionnaire design, sampling, and statistical analysis—used to conduct effective market research for product development.

PestQuantitative ResearchQuestionnaire Design

0 likes · 19 min read

Mastering Market Research: Steps, Tools, and Real‑World Examples

Alibaba Cloud Native

Feb 17, 2023 · Cloud Native

How Fluid + JuiceFSRuntime Powers Scalable Cloud‑Native Quantitative Research

This article explains how Metabit Trading built a cloud‑native quantitative research platform using Fluid and JuiceFSRuntime to achieve elastic compute, high‑throughput data caching, and cost‑effective scaling for AI‑driven trading strategies.

Cloud NativeData CachingFluid

0 likes · 20 min read

How Fluid + JuiceFSRuntime Powers Scalable Cloud‑Native Quantitative Research

58UXD

Jun 29, 2020 · Product Management

What Is User Research and How to Conduct It Effectively?

User research studies user behavior to align needs with business goals, helping define target audiences, refine product concepts, and guide design through qualitative and quantitative methods, ensuring solutions match real user habits, motivations, and expectations.

Quantitative ResearchUXUser Research

0 likes · 5 min read

What Is User Research and How to Conduct It Effectively?

58UXD

Oct 12, 2018 · Product Management

How to Build an Effective User Experience Map: A Step‑by‑Step Guide

This article explains what a user experience map is, why it matters, and provides a detailed qualitative‑plus‑quantitative process—including goals, methods, drawing steps, post‑map activities, and common pitfalls—to help product teams create insightful, actionable UX maps.

Quantitative ResearchUX MappingUser Research

0 likes · 9 min read

How to Build an Effective User Experience Map: A Step‑by‑Step Guide