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AI Info Trend
AI Info Trend
Mar 24, 2026 · Industry Insights

NVIDIA’s DLSS 5 & CUDA Flywheel: Transforming AI in Gaming and Enterprise

The GTC 2026 keynote revealed NVIDIA’s latest DLSS 5 technology using 3‑D guided neural rendering to deliver cinematic‑quality graphics in real time, outlined a 20‑year CUDA ecosystem flywheel that fuels AI acceleration across structured and unstructured data, showcased enterprise case studies like Nestlé’s data‑refresh breakthrough, and highlighted a vast partner network, illustrating how AI is moving from experimental labs to everyday production.

CUDADLSSData Acceleration
0 likes · 5 min read
NVIDIA’s DLSS 5 & CUDA Flywheel: Transforming AI in Gaming and Enterprise
DataFunSummit
DataFunSummit
Jul 23, 2024 · Big Data

Multi-Cloud Unified Data Acceleration Layer at Xiaohongshu: Challenges, Alluxio Solution, and Performance Gains

This article presents Xiaohongshu's multi‑cloud unified data acceleration layer built with Alluxio, detailing the challenges of multi‑cloud architectures, the design goals, Alluxio's architecture and features, real‑world case studies in AI training and recommendation indexing, performance improvements, and future plans.

AI trainingAlluxioBig Data
0 likes · 22 min read
Multi-Cloud Unified Data Acceleration Layer at Xiaohongshu: Challenges, Alluxio Solution, and Performance Gains
Alibaba Cloud Native
Alibaba Cloud Native
Mar 5, 2022 · Cloud Native

How Fluid Accelerates Cloud‑Native Deep Learning Training

Fluid, an open‑source CNCF project co‑developed by Alibaba Cloud and Nanjing University, introduces a dataset abstraction and elastic caching architecture that automatically optimizes I/O for cloud‑native deep‑learning training jobs, and its research was accepted as a full paper at the prestigious ICDE 2022 conference.

Cloud NativeData AccelerationDeep Learning
0 likes · 6 min read
How Fluid Accelerates Cloud‑Native Deep Learning Training
Architecture Digest
Architecture Digest
Jun 24, 2021 · Big Data

Kuaishou's Big Data Service Platform: Architecture, Key Technologies, and Future Outlook

This article introduces Kuaishou's data platform serviceification, outlining the background challenges for data engineers, the platform's architecture and key technologies such as configuration‑driven development, multi‑mode APIs, data acceleration, and high‑availability mechanisms, and concludes with a summary of achievements and future directions.

Big DataData AccelerationData Platform
0 likes · 12 min read
Kuaishou's Big Data Service Platform: Architecture, Key Technologies, and Future Outlook
Big Data Technology & Architecture
Big Data Technology & Architecture
May 16, 2021 · Big Data

Kuaishou's Data Service Platform: Architecture, Key Technologies, and Future Directions

This article introduces Kuaishou's data service platform, outlining the background challenges of data development, the platform's architecture and service models, key technologies such as configuration‑driven development, multi‑mode APIs, data acceleration, high‑availability mechanisms, and discusses its current performance and future development directions.

Data AccelerationService Architecturehigh availability
0 likes · 11 min read
Kuaishou's Data Service Platform: Architecture, Key Technologies, and Future Directions
Alibaba Cloud Native
Alibaba Cloud Native
Feb 10, 2021 · Cloud Native

Accelerate AI and Big Data Workloads on Kubernetes with Fluid’s JindoRuntime

Fluid is an open‑source Kubernetes‑native engine that orchestrates and accelerates distributed datasets for AI and big‑data workloads, and this guide explains its core concepts, the JindoRuntime implementation, performance benefits, and step‑by‑step instructions to deploy and test JindoRuntime on a K8s cluster.

Big DataCloud NativeData Acceleration
0 likes · 14 min read
Accelerate AI and Big Data Workloads on Kubernetes with Fluid’s JindoRuntime
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Feb 2, 2021 · Big Data

How Kuaishou Scaled Data Services with a Config‑Driven Big Data Platform

This article explains how Kuaishou’s data‑service platform tackles high development barriers and repetitive work by introducing a self‑service, configuration‑driven architecture, multi‑mode APIs, efficient data acceleration, and robust high‑availability mechanisms, while outlining its evolution and future roadmap.

Data AccelerationData PlatformService Architecture
0 likes · 14 min read
How Kuaishou Scaled Data Services with a Config‑Driven Big Data Platform
Architecture Digest
Architecture Digest
Jan 31, 2021 · Big Data

Building a Unified Big Data Service Platform at Kuaishou: Architecture, Challenges, and Solutions

This article outlines Kuaishou's evolution of a unified big‑data service platform, detailing the pain points of data development, the platform's architecture, key technologies such as configuration‑as‑development, multi‑mode APIs, data acceleration, high‑availability mechanisms, and future directions for data‑service modernization.

Data AccelerationService Architecture
0 likes · 12 min read
Building a Unified Big Data Service Platform at Kuaishou: Architecture, Challenges, and Solutions
21CTO
21CTO
Jan 7, 2021 · Big Data

How Kuaishou Built a Scalable Big Data Service Platform to Eliminate Redundant Development

This article explains Kuaishou's data service platform, detailing the background challenges of high development barriers and duplicated work, the platform's architecture and key technologies such as configuration‑driven development, multi‑mode APIs, data acceleration, and high‑availability mechanisms, and concludes with future directions.

Big DataData AccelerationData Platform
0 likes · 12 min read
How Kuaishou Built a Scalable Big Data Service Platform to Eliminate Redundant Development
Alibaba Cloud Native
Alibaba Cloud Native
Oct 14, 2020 · Cloud Native

How Fluid v0.3 Accelerates Kubernetes PVC Access and Enhances Data Security

Fluid v0.3, the open‑source cloud‑native data acceleration platform, introduces PVC and HostPath acceleration, fine‑grained dataset permission controls, and built‑in parameter optimizations, delivering over 20% faster AI training while simplifying configuration for diverse storage back‑ends.

Cloud NativeData AccelerationFluid
0 likes · 8 min read
How Fluid v0.3 Accelerates Kubernetes PVC Access and Enhances Data Security