efficiency in the community. The open source community should increase innovation in the area of infrastructure, continuously reduce communication costs, and improve the developer experience. 4.10 开源活动 cloud growth has continued to exceed expectations. The growing demand for flexible and scalable infrastructure drives IT organizations' cloud spending with increasing cloud penetration worldwide. Against application development, leaving the cloud provider to build, maintain and scale the server infrastructure, while developers can package code into containers for deployment. The global size of Serverless

来源：艾瑞咨询研究院自主研究及绘制。 ZStack 私有云商业化路径，坚持IaaS开源产品化发展 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 资源调度层(高可用、热迁移、快照、克隆、弹性伸缩) 计算资源 网络资源 存储资源 容灾备份 大屏监控 多云接入 服务目录 监控告警 第三方应用接入 资源管理 成本分析 …… 阿里云 天翼云 华为 VMware …… Intel 37 ©2022.2 iResearch Inc 云管平台 PaaS平台 云管平台 VMware 资源环境 阿里云 公有云 计算集群节点 本地存储 分布式存储 阿里云NAS NAS/SAN 资源 业务资源按 需交付，客 户也可按需 使用 开放 形成开放云 平台，提供 标准API接 口，对接其 他平台系统 高效管控 1台管理节 点可以管理 1万台计算 节点 ZStack Cloud 高级功能 VMware管理 企业管理 灾备服务

是全球开源 MQTT 消息服务器领导者。EMQ 目前在全球拥有近 1 万家开源用户、近 400 家企 业客户和 20 多家世界五百强合作伙伴。公司商业客户与合作伙伴来自多个国家和地区，包括 HPE、 Vmware、Ericsson、Verifone、Telstra、Nokia、华为、中国电信、中国移动、上汽大众、中国银联、 国家电网、台积电等海内外大型企业，从车联网到工业互联网，从运营商到金融支付，从能源电力到智 Instructure Canvas $90 2015/2 4.1k 1.7k 248 Datastax Cassandra $228 2021/5 1.8k 868 95 Pivotal(Now Vmware Tanzu) CloudFoundry $1,700 2016/5 2k 648 303 Couchbase Couchbase $251 2020/5 1.5k 291 48 Acquia 孵化 毕业时间 Occlum LibOS Linux 基金会 Confidential Computing Consortium 蚂蚁集团 harbor Linux 基金会 CNCF VMWare 中 国研发中心 2018 年 8 月 2018 年 11 月 2020 年 6 月 TiKV Linux 基金会 CNCF PingCAP 2018 年 8 月 2019 年 5 月 2020

layers of AI infrastructure: agentic interfaces, enterprise copilots, real-world autonomous systems, and sovereign models. Rapid advances in artificial intelligence, compute infrastructure, and global ‘AI Index: Mapping the $4 Trillion Enterprise Impact’ via Morgan Stanley (10/23) Enabling Infrastructure CPUs Big Data / Cloud GPUs Computing Cycles Over Time – 1960s-2020s, per Morgan Stanley we access and move information is happening much faster… …AI is a compounder – on internet infrastructure, which allows for wicked-fast adoption of easy-to-use broad-interest services. AI Technology

Apache (incubating) TVM project. A goal is to nurture the TVM community and contribute new infrastructure and features. octom|.ai @octoml Q octoML Founding Team - The Octonauts - 四人全外日 Luis Ceze employees to contribute to TVML. ee Today we'ltouch on a few of those contribution areas: o Core Infrastructure Improvements to TVM o_uTVM: support for microcontrollers in TVM o_ Virtual Machine and dynamic o_ Improved NLP support, with focus on transformers QQ octoML Core Infrastructure Refactors ee New Integer Analysis Infrastructure o_ Supports the ability to handle nested division and modulus o_ Improves

and TVM infrastructure. Option 2 – Lower to a sequence of existing Relay operators • We introduced a new Relay dialect – QNN to encapsulate this work • Complete reuse of Relay pass infrastructure • Possible

base on a scenario test, or use methods coming from them. Constrains are more on the technical infrastructure, to be able to run multiple instance in the same time. 3 2. Installation OfbSwd project is but it need that the ofbiz which will be tested is on, the ofbiz can be local or on an other infrastructure. Most of time developers (technical or functional) works in the same time on application development

FBGEMMPyTorch and TVM - Lots of opportunity in PyTorch - Graph optimization - Existing fusion infrastructure fairly limited (CUDA-only, injective-only) - Kernel synthesis - Dynamic shapes, stride specialization

part of the system is designed for basic routing of web requests and may be considered as the infrastructure or plumbing where everything is wired together. 1.2.2. Entity Engine The entity engine allows

faster—a win for everyone. We see a lot of opportunity to continue to invest 
 in this new infrastructure in ways that will help 
 us grow revenue. Chris Hyams CEO 10 AI in the EnterpriseLesson 3