Tensorflow and PyTorch. 3.18 云原生组件/工具 / 3.18 Cloud-native components/tools 云原生组件/工具的使用中，Kubernetes 一枝独秀。 Kubernetes stands alone in the use of cloud-native components/tools. 【专家点评】/ [Expert Comment] flyteorg/flyte 599.7098834735150 830 8 quantumblacklabs/kedro 548.7625383934240 1726 9 cloud-hypervisor/cloud- hypervisor 499.94850252068700 638 10 Trusted-AI/adversarial- robustness-toolbox community of developers who are constantly innovating, open source has become the foundation for cloud computing, SaaS services, next-generation databases, mobile devices, the Internet, and even blockchain

7625383934240 1726 1150 8 quantumblacklabs/kedro 169 157 409 104 9 cloud-hypervisor/cloud-hypervisor 499.94850252068700 638 1619 9 cloud-hypervisor/cloud-hypervisor 172 1035 1062 915 10 Trusted-AI/adversarial-robustness-toolbox 7625383934240 1726 1150 8 quantumblacklabs/kedro 169 157 409 104 9 cloud-hypervisor/cloud-hypervisor 499.94850252068700 638 1619 9 cloud-hypervisor/cloud-hypervisor 172 1035 1062 915 10 Trusted-AI/adversarial-robustness-toolbox 2020 财年的 13%，复合增长率高达 221%， 超过其总收入的增长率，可以看出 Confluent 很看重云市场，下一步将重点发展 Confluent Cloud。 Confluent 通过三个公共云提供 Confluent Cloud ：Microsoft、AWS 和 Google。 108 图表 51 ：Confluent FY18 至 FY20 云服务年收益 图表 52 ：Confluent

馈来帮助开发者进行产品升级——这是一种只有在软件这样的产品上才能够实现的发展模式；然而，自由软件理念与企业 商业化运营背道而驰。随着计算机产业的发展，软件作为一种产品的商业价值显著提升，在当时的微软、IBM等IT龙头企 业的影响下，市场亟需一种结合了自由软件的创造力和私有软件的商业性的发展模式，1998年，“开源软件”理念在这一 背景下应运而生。 全球范围内开源软件理念发展历史简述 开源软件的【理念萌芽期】 主流数据库中开源产品占据核心地位，并在云平台上得到广泛应用 1 Oracle 2 MySQL 3 SQL Server 4 PostgreSQL 5 MongoDB 6 Redis 7 IBM Db2 8 Elasticsearch 9 Access 10 SQLite 提供托管MySQL服务的（部分）公有云 闭源 开源 DB Engine 全球DBMS流行度排名 云厂商托管开源产品的动机 云轴科技（ZStack）由阿里云、中国电信战略投资并战略合作，是国内领先的开源云服务提供商，拥有完全自主知识产权， 是和VMware、Openstack等并行的独立云计算路线，提供自研的ZStack Cloud云平台以及软硬一体的ZStack Cube超融合 等多款基础云产品，以及自主的开源IaaS社区——ZStack.io社区。支持“一云、多芯、多OS”的异构信创，切实解决了云 平台的国产化问题。在生

小的代价，尽可能多地消耗闭源对手的资源与心气。 顾钧 资深开发者社区运营专家，目前担任杭州映云科技 (EMQ) 市场&开发者 社区总监一职。 2004 年，顾钧从北京大学计算机系本科毕业，其后在工商银行、IBM、 摩根士丹利、华为和 Zilliz 等多家知名企业工作。 曾联合发起全球首个开源向量数据库项目 Milvus，并帮助 Milvus 社区 在两年间迅速拓展到两千家企业用户。 29 / 111 产品集成，可简化开发工作流程，让开发者可以快速、轻松、高效地跨平台构建和 发布应用。尽管 IDX 还非常早期，但是我们可以看到，未来的云 IDE 将会更加智能化，更加适 应我们的工作流程。在国内，我们也可以看到 Babel Cloud、MarsCode 等一系列云 IDE 工具， 也在不断的发展中。 黄峰达（Phodal） Thoughtworks AI 辅助研发工具与开源解决方案负责人，开源 Unit Mesh AI

drawing some shapes, with and without those keys to get an idea of how they can be used. Sketching a cloud from ellipses. The Selector Tool F1 or S The Selector tool is a fundamental tool in the program This cloud consists of 10 different colors. Each color has been applied to one of the grey diamond-shaped nodes. The shape of the mesh has been modified to better fit the shape of the cloud. A landscape on a name for the image that you put into the text. Then, you specify its properties in a separate block. It’s best to put these blocks at the bottom of the document (scroll down to the end to see it). This

drawing some shapes, with and without those keys to get an idea of how they can be used. Sketching a cloud from ellipses. The Selector Tool F1 or S The Selector tool is a fundamental tool in the program object. This cloud consists of 10 different colors. Each color has been applied to one of the grey diamond-shaped nodes. The shape of the mesh has been modified to better fit the shape of the cloud. A landscape on a name for the image that you put into the text. Then, you specify its properties in a separate block. It’s best to put these blocks at the bottom of the document (scroll down to the end to see it). This

drawing some shapes, with and without those keys to get an idea of how they can be used. Sketching a cloud from ellipses. The Selector Tool F1 or S The Selector tool is a fundamental tool in the program This cloud consists of 10 different colors. Each color has been applied to one of the grey diamond-shaped nodes. The shape of the mesh has been modified to better fit the shape of the cloud. A landscape on a name for the image that you put into the text. Then, you specify its properties in a separate block. It’s best to put these blocks at the bottom of the document (scroll down to the end to see it). This

shapes, with and without those keys to get an idea of how they can be used. Fig. 3: Sketching a cloud from ellipses. 56 CHAPTER TEN THE SELECTOR TOOL F1 or S The Selector tool is a fundamental tool 1: This cloud consists of 10 different colors. Each color has been applied to one of the grey diamond-shaped nodes. The shape of the mesh has been modified to better fit the shape of the cloud. 133 on a name for the image that you put into the text. Then, you specify its properties in a separate block. It’s best to put these blocks at the bottom of the document (scroll down to the end to see it). This

shapes, with and without those keys to get an idea of how they can be used. Fig. 3: Sketching a cloud from ellipses. 58 CHAPTER TEN THE SELECTOR TOOL F1 or S The Selector tool is a fundamental tool 1: This cloud consists of 10 different colors. Each color has been applied to one of the grey diamond-shaped nodes. The shape of the mesh has been modified to better fit the shape of the cloud. 135 on a name for the image that you put into the text. Then, you specify its properties in a separate block. It’s best to put these blocks at the bottom of the document (scroll down to the end to see it). This

idea of how they can be used. 55 Ink s c ap e B eg i nners ’ G u i de, Rel eas e 1.0 Sketching a cloud from ellipses. 56 CHAPT ER 10 T he S el ec tor T ool F1 or S The Selector tool is a fundamental 1: This cloud consists of 10 different colors. Each color has been applied to one of the grey diamond-shaped nodes. The shape of the mesh has been modified to better fit the shape of the cloud. 135 Ink on a name for the image that you put into the text. Then, you specify its properties in a separate block. It’s best to put these blocks at the bottom of the document (scroll down to the end to see it). This