HugeCTR Talks and Blogs

Web pages

NVIDIA Merlin on developer.nvidia.com

NVIDIA HugeCTR on developer.nvidia.com

Talks

Conference / Website

Title

Date

Speaker

Language

Short Videos Episode 1

Merlin HugeCTR:GPU 加速的推荐系统框架

May 2022

Joey Wang

中文

Short Videos Episode 2

HugeCTR 分级参数服务器如何加速推理

May 2022

Joey Wang

中文

Short Videos Episode 3

使用 HugeCTR SOK 加速 TensorFlow 训练

May 2022

Gems Guo

中文

GTC Sping 2022

Merlin HugeCTR: Distributed Hierarchical Inference Parameter Server Using GPU Embedding Cache

March 2022

Matthias Langer, Yingcan Wei, Yu Fan

English

APSARA 2021

GPU 推荐系统 Merlin

Oct 2021

Joey Wang

中文

GTC Spring 2021

Learn how Tencent Deployed an Advertising System on the Merlin GPU Recommender Framework

April 2021

Xiangting Kong, Joey Wang

English

GTC Spring 2021

Merlin HugeCTR: Deep Dive Into Performance Optimization

April 2021

Minseok Lee

English

GTC Spring 2021

Integrate HugeCTR Embedding with TensorFlow

April 2021

Jianbing Dong

English

GTC China 2020

MERLIN HUGECTR :深入研究性能优化

Oct 2020

Minseok Lee

English

GTC China 2020

性能提升 7 倍 + 的高性能 GPU 广告推荐加速系统的落地实现

Oct 2020

Xiangting Kong

中文

GTC China 2020

使用 GPU EMBEDDING CACHE 加速 CTR 推理过程

Oct 2020

Fan Yu

中文

GTC China 2020

将 HUGECTR EMBEDDING 集成于 TENSORFLOW

Oct 2020

Jianbing Dong

中文

GTC Spring 2020

HugeCTR: High-Performance Click-Through Rate Estimation Training

March 2020

Minseok Lee, Joey Wang

English

GTC China 2019

HUGECTR: GPU 加速的推荐系统训练

Oct 2019

Joey Wang

中文

Blogs

Conference / Website

Title

Date

Authors

Language

Wechat Blog

Merlin HugeCTR 分级参数服务器系列之三:集成到TensorFlow

Nov. 2022

Kingsley Liu

中文

NVIDIA Devblog

Scaling Recommendation System Inference with Merlin Hierarchical Parameter Server/使用 Merlin 分层参数服务器扩展推荐系统推理

August 2022

Shashank Verma, Wenwen Gao, Yingcan Wei, Matthias Langer, Jerry Shi, Fan Yu, Kingsley Liu, Minseok Lee

English/中文

NVIDIA Devblog

Merlin HugeCTR Sparse Operation Kit 系列之二

June 2022

Kunlun Li

中文

NVIDIA Devblog

Merlin HugeCTR Sparse Operation Kit 系列之一

March 2022

Gems Guo, Jianbing Dong

中文

Wechat Blog

Merlin HugeCTR 分级参数服务器系列之二

March 2022

Yingcan Wei, Matthias Langer, Jerry Shi

中文

Wechat Blog

Merlin HugeCTR 分级参数服务器系列之一

Jan. 2022

Yingcan Wei, Jerry Shi

中文

NVIDIA Devblog

Accelerating Embedding with the HugeCTR TensorFlow Embedding Plugin

Sept 2021

Vinh Nguyen, Ann Spencer, Joey Wang and Jianbing Dong

English

medium.com

Optimizing Meituan’s Machine Learning Platform: An Interview with Jun Huang

Sept 2021

Sheng Luo and Benedikt Schifferer

English

medium.com

Leading Design and Development of the Advertising Recommender System at Tencent: An Interview with Xiangting Kong

Sept 2021

Xiangting Kong, Ann Spencer

English

NVIDIA Devblog

扩展和加速大型深度学习推荐系统 – HugeCTR 系列第 1 部分

June 2021

Minseok Lee

中文

NVIDIA Devblog

使用 Merlin HugeCTR 的 Python API 训练大型深度学习推荐模型 – HugeCTR 系列第 2 部分

June 2021

Vinh Nguyen

中文

medium.com

Training large Deep Learning Recommender Models with Merlin HugeCTR’s Python APIs — HugeCTR Series Part 2

May 2021

Minseok Lee, Joey Wang, Vinh Nguyen and Ashish Sardana

English

medium.com

Scaling and Accelerating large Deep Learning Recommender Systems — HugeCTR Series Part 1

May 2021

Minseok Lee

English

IRS 2020

Merlin: A GPU Accelerated Recommendation Framework

Aug 2020

Even Oldridge etc.

English

NVIDIA Devblog

Introducing NVIDIA Merlin HugeCTR: A Training Framework Dedicated to Recommender Systems

July 2020

Minseok Lee and Joey Wang

English