Razor 组件 （远程应⽤） MySQL √ √ √ √ 通过各数据库客户端应 ⽤虚拟化来实现数据库 运维安全审计。 MariaDB √ √ √ PostgreSQL √ √ √ Oracle - √ √ SQL Server √ √ √ Redis √ × √ MongoDB √ × - ClickHouse √ × × DB2 - √ × X-Pack 注 ①：√ 未来成本难以预计。 科技部 业务部 实现模式 资源 ⾦融⾏业云 ⼆级农商 ⼆级农商 ⼆级农商 … JumpServer 多组织统⼀管理和服务 对象存储 审计录像 VM VM VM VM 对接钉钉，远程办公安全⽆忧 团队负责⼈审批 安全管理员审批 申请⼈ 授权操作⼈ ⼿⼯登录 堡垒机操作 ⼈⼯通知结果 之前 之后 申请⼈ 团队负责⼈审批 安全管理员审批 ⾃动通知结果

reserved. Relay virtual machine Relay Executable relay.vm.compile Relay Object (hardware independent) Code segment VM Func 0 VM Func 1 ... VM Func N Data segment Const 0 Const 1 ... Const K Func 0 Packed Func 1 ... Packed Func M Relay VM Executor exe = relay.vm.compile(mod, target) vm = relay.vm.VirtualMachine(exe) vm.init(ctx) vm.invoke("main", *args) export© 2019, Amazon Web Services Services, Inc. or its Affiliates. All rights reserved. VM bytecode Instruction Description Move Moves data from one register to another. Ret Returns the object in register result to caller’s register

forimproved multi-language support for expPosing runtime, and |IRs. QQ octoML Unified Object Protocol vm::Object NDArray | Rd | tuplelclosure AST Nodes Cross language suppPort Easy to introduce new and OctoML. e Initial implementation is quickly moving towards production quality. o _VM compiler VM runtime VM serialization Dynamic Shape Support Dynamic Shape Allocation o Dynamic Shape Code generation this part of the systeml e Haichen and | will discuss more details at TVMConf. Oo oo QQ octoML 11 VM Memory Planning e Recently shipped a first version fn enain(0) -> Tensor[tk,)，f32] { ofdynamicmemory

external codegen mod = relay.build_extern(mod, “dnnl”) 4. Run the inference exe = relay.create_executor(“vm”, mod=mod, ctx=tvm.cpu(0)) data = np.random.uniform(size=(1, 3, 224, 224)).astype(“float32”) out = Partitioning Your Codegen LLVM, CUDA, Metal, VTA Serialized Subgraph Library Relay Runtime (VM, Graph Runtime, Interpreter) Your Dispatcher Target Device General Devices (CPU/GPU/FPGA) Mark Partitioning Your Codegen LLVM, CUDA, Metal, VTA Serialized Subgraph Library Relay Runtime (VM, Graph Runtime, Interpreter) Your Dispatcher Target Device General Devices (CPU/GPU/FPGA) Mark

in 2020. Cloud & data center capex includes Google, Amazon, Microsoft, Meta, Alibaba, Apple, IBM, Oracle, Tencent, & Baidu for ten years ending 2022. ‘Tens of billions of units’ refers to the potential operators) are Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), Alibaba Cloud, Oracle Cloud Infrastructure (OCI), IBM Cloud & Tencent Cloud. AI User + Usage + CapEx Growth = Unprecedented96 revenue” on like-for-like basis so data represents best estimates and may not align between companies. Oracle Cloud revenue includes Cloud Services & License Support, as well as Cloud License & On-Premise License

数据库使用情况中，不出意外地，MySQL 以绝对优势遥遥领先，SQL Server 与 Oracle 跟 随其后。 Not surprisingly, MySQL leads the pack in terms of database usage, with SQL Server and Oracle trailing behind. 【专家点评】/ [Expert Comment] such as China's first ruling on the legal effect of the GPL 3.0 agreement and the settlement of oracle's copyright infringement case against Google show that the software industry is becoming more Supreme Court overturned the Federal Circuit's decision in Oracle v. Google, ruling that Google's Android mobile operating system's use of Oracle's Java API source code was "fair use" and did not constitute

Symbian 1997 BlackBerry OS 1999 IOS 2007 Android 2008 Windows Phone 2010 全球移动操作系统开/闭源情况 Oracle 1979 DB2 1983 SQL Server 1989 Access 1992 MySQL 1995 PostgreSQL 1996 MongoDB 2009 SQLite 品的市场影响力快速获得用户和形成收入；同时，开源产品自带的社区平台也能够帮助云厂商进行平台及其上其他云产品 的推广和市场渗透，形成集聚效应，提升市场影响力。 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

Your balance is %1$d %2$s Flag to enable java-format See also Java Format Strings [https://docs.oracle.com/javase/7/docs/api/java/util/Formatter.html] Java MessageFormat Position format string There check only if there is a format string in the source See also Java MessageFormat [https://docs.oracle.com/javase/7/docs/api/java/text/MessageFormat.html] Missing plurals Checks that all plural forms MANAGERS = ADMINS DATABASES = { 'default': { # Use 'postgresql', 'mysql', 'sqlite3' or 'oracle'. 'ENGINE': 'django.db.backends.sqlite3', # Database name or path to database file

Your balance is %1$d %2$s Flag to enable java-format See also Java Format Strings [https://docs.oracle.com/javase/7/docs/api/java/util/Formatter.html] Java MessageFormat Position format string There check only if there is a format string in the source See also Java MessageFormat [https://docs.oracle.com/javase/7/docs/api/java/text/MessageFormat.html] Missing plurals Some plural forms are not translated MANAGERS = ADMINS DATABASES = { 'default': { # Use 'postgresql', 'mysql', 'sqlite3' or 'oracle'. 'ENGINE': 'django.db.backends.sqlite3', # Database name or path to database file

Your balance is %1$d %2$s Flag to enable java-format See also Java Format Strings [https://docs.oracle.com/javase/7/docs/api/java/util/Formatter.html] Java MessageFormat Position format string There check only if there is a format string in the source See also Java MessageFormat [https://docs.oracle.com/javase/7/docs/api/java/text/MessageFormat.html] Missing plurals Checks that all plural forms MANAGERS = ADMINS DATABASES = { 'default': { # Use 'postgresql', 'mysql', 'sqlite3' or 'oracle'. 'ENGINE': 'django.db.backends.sqlite3', # Database name or path to database file