TiDB and Amazon Aurora Compare / Contrast / Combine Ed Huang, CTO @ PingCAP h@pingcap.com TiDB Community Slack Channel https://pingcap.com/tidbslack/ Compare Why Aurora? ● Amazon Aurora is popular popular ● Amazon Aurora is designed for OLTP workload ● Amazon Aurora is still using the MySQL code base ● It would be cool to do some lightweight OLAP queries directly on the transactional database. ○ --db-driver=mysql oltp_common prepare --tables=16 --table-size=10000000 --auto-inc=false Thread TiDB 3.0 Amazon Aurora 150 158,908.53 496,746.62 300 279,335.92 727,939.27 600 422,278.72 763,700.65 900 484,304

Page 1 of 18 Apache RocketMQ on Amazon Web Services 部署手册 顾明 版本：v1.0.0 最后更新时间: 2021 年 01 月 Copyright (c) 2021 by Amazon.com, Inc. or its affiliates. Page ......................................................................................... 6 启动 AMAZON CLOUDFORMATION 堆栈............................................................................... 内 外的互联网公司。针对 AMAZON WEB SERVICES 客户需要在 AMAZON WEB SERVICES 上 使用 RocketMQ 的需求，我们开发了一键部署的方案，帮助客户快速的在自己的账号 部署一个基于 EC2 的高可用的 RocketMQ 集群。 架构 AMAZON CloudFormation 提供了一种创建和管理相关 AMAZON WEB SERVICES 资源的简

© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential AWS 中国（宁夏）区域由西云数据运营 AWS 中国（北京）区域由光环新网运营 周琦，AWS 解决方案架构师 Amazon Elastic Kubernetes Service (EKS) 初探秘 © 2019 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential AWS 容器服务概览 镜像仓库 容器镜像保存地址 Amazon Elastic Container Registry 管理 容器化应用的部署，调度，扩 展和管理 Amazon Elastic Container Container Service Amazon Elastic Container Service for Kubernetes 主机 容器在哪里运行 Amazon EC2 AWS Fargate 服务注册发现 云端服务的黄页 AWS Cloud Map 服务网格 服务间通信的基础设施层 © 2019, Amazon Web Services, Inc. or its Affiliates

Apache RocketMQ 集群 部署手册 顾明 版本：v1.2.0 最后更新时间: 2023 年 11 月 Copyright (c) 2021 by Amazon.com, Inc. or its affiliates. Page 2 of 21 目 录 背景介绍 ............. ......................................................................................... 7 启动 AMAZON CLOUDFORMATION 堆栈 .............................................................................. RocketMQ 的需求，我们开发了一键部署的方案，帮助客户快速的在自己的账号部署 一个基于 EC2 的高可用的 RocketMQ 集群。 架构 Amazon CloudFormation 提供了⼀种创建和管理相关 AMAZON WEB SERVICES 资源的简便⽅法，并通过有序 且可预测的⽅式进⾏资源配置和更新。本快速⼊⻔提供 两种部署选项，⼀种是将 Apache RocketMQ

events in AWS services such as adding /removing files in S3 bucket, updating Amazon DynamoDB tables, HTTP request from Amazon API Gateway etc. Audience This tutorial is designed for software programmers .................. 195 Amazon Simple Notification Service ...................................................................................................... 200 Amazon Simple Mail Service .... ................ 202 Amazon Cloudwatch Logs ...................................................................................................................... 205 Amazon API Gateway ..........

23 10/22 4/25 800MM Big Six* USA Technology Company CapEx *Apple, NVIDIA, Microsoft, Alphabet, Amazon (AWS only), & Meta Platforms Source: Capital IQ (3/25), Morgan Stanley 2014 2024 CapEx, $B +63% the installed based of smartphones & tablets in 2020. Cloud & data center capex includes Google, Amazon, Microsoft, Meta, Alibaba, Apple, IBM, Oracle, Tencent, & Baidu for ten years ending 2022. ‘Tens the Future of Music’ (5/2/25); Spotify earnings releases; eMarketer, ‘Spotify dominates Apple and Amazon in digital audio’ (4/25) AI-Powered Audio Translation – 5/25, per Spotify Imagine if you’re a creator

© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Presenter: Haichen Shen, Yao Wang Amazon SageMaker Neo, Deep Engine Science Dynamic Model in TVM AWS AI© 2019, Amazon Web Services within a while loop Limitation of TVM/graph runtime ● Cannot compile and run dynamic models© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Support dynamic model in TVM ● Support ○ Graph dispatch for a (sub-)graph In collaboration with Jared Roesch, Zhi Chen, Wei Chen© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. “Any” in Relay typing Any: represent

v2.6 2008/10 v3.0 2008/12 v2.7 2010/7 v3.7 2018/6 贝索斯开始思考 微服务 2000 Amazon S3 2006/3 Amazon SQS 2006/7 Amazon EC2 2006/8 开始研发 2004 AWS Lambda 2014/11 2019/10 22个区域 165项服务 Python被称为“瑞士军刀” 涵盖计算、存储、数据库、联网、分析、机器人、 机器学习与人工智能、物联网、移动、安全、混 合云、虚拟现实与增强现实、媒体，以及应用开 发、部署与管理等方面。 如何管理和使用海量的云API Amazon Athena Amazon Redshift 超过165项服务 数千个不同的API AWS Tools and SDKs • Python (boto3) • C++ • PHP • .NET • 无服务器服务不止Lambda AWS Lambda Amazon SNS Amazon SQS AWS Step Functions Amazon DynamoDB Amazon Kinesis AWS Amplify AWS AppSync Amazon S3 Amazon CloudFront Amazon API Gateway Amazon Athena 范例：媒体分析解决方案 用户上传

© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon/Intel Confidentia Presenter: Zhi Chen, Cody Yu Amazon SageMaker Neo, Deep Engine Science Bring Your Own Codegen to TVM TVM AWS AI© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Considering You... Design and manufacture a deep learning chip which achieves amazing performance on widely-used operators Maximum Suppression (NMS) is too new to be supported by your chip But NMS is supported by TVM!© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Let TVM Be the Compiler of Your Chip

© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Animesh Jain Amazon SageMaker Neo Compilation of Quantized Models in TVM AWS AI© 2019, Amazon Web Services, Inc. or its Affiliates 𝑟𝑒𝑎𝑙_𝑣𝑎𝑙𝑢𝑒 = 𝑠𝑐𝑎𝑙𝑒 ∗ (𝑞𝑢𝑎𝑛𝑡𝑖𝑧𝑒𝑑_𝑣𝑎𝑙𝑢𝑒 − 𝑧𝑒𝑟𝑜_𝑝𝑜𝑖𝑛𝑡)© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Quantization in TVM • Quantization within ingests a pre-quantized graph in TFLite or MxNet • Use high-level wrapper ops of QNN dialect© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. TVM Overview Framework Graph Mxnet