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IT@Intel 1 2019 年 6 月 Introduction of Intel IT 英特尔 IT 介绍
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IT@Intel 1

2019 年6 月

Introduction of Intel IT

英特尔 IT 介绍

2

Legal Notices

THE INFORMATION PROVIDED IN THIS PAPER IS INTENDED TO BE GENERAL IN NATURE AND IS NOT SPECIFIC GUIDANCE. RECOMMENDATIONS (INCLUDING POTENTIAL COST SAVINGS) ARE BASED UPON INTEL’S EXPERIENCE AND ARE ESTIMATES ONLY. INTEL DOES NOT GUARANTEE OR WARRANT OTHERS WILL OBTAIN SIMILAR RESULTS. INFORMATION IN THIS DOCUMENT IS PROVIDED IN CONNECTION WITH INTEL PRODUCTS AND SERVICES. NO LICENSE, EXPRESS OR IMPLIED, BY ESTOPPEL OR OTHERWISE, TO ANY INTELLECTUAL PROPERTY RIGHTS IS GRANTED BY THIS DOCUMENT. EXCEPT AS PROVIDED IN INTEL’S TERMS AND CONDITIONS OF SALE FOR SUCH PRODUCTS, INTEL ASSUMES NO LIABILITY WHATSOEVER AND INTEL DISCLAIMS ANY EXPRESS OR IMPLIED WARRANTY, RELATING TO SALE AND/OR USE OF INTEL PRODUCTS AND SERVICES INCLUDING LIABILITY OR WARRANTIES RELATING TO FITNESS FOR A PARTICULAR PURPOSE, MERCHANTABILITY, OR INFRINGEMENT OF ANY PATENT, COPYRIGHT OR OTHER INTELLECTUAL PROPERTY RIGHT.

Intel technologies’ features and benefits depend on system configuration and may require enabled hardware, software or service activation.

Cost reduction scenarios described are intended as examples of how a given Intel-based product, in the specified circumstances and configurations, may affect future costs and provide cost savings. Circumstances will vary. Intel does not guarantee any costs or cost reduction. Performance varies depending on system configuration. No computer system can be absolutely secure. Check with your system manufacturer or retailer or learn more at http://support.intel.com.

Intel, the Intel logo, and Unite are trademarks of Intel Corporation in the U.S. and other countries.

*Other names and brands may be claimed as the property of others.Copyright © 2019, Intel Corporation. All rights reserved.

3

内容

• 英特尔 IT 简介

• 基础设施简介

• 实例

• 讨论

IT@Intel

前言4

5

Intel’s Transformation 英特尔的企业转型

From PC Centric to Data Centric Company

从以个人电脑业务为中心转变成为

以数据为中心的企业

6

Defining Digital Transformation 数字化转型的定义

DIGITAL 数字化Refers to the use of technology that generates, stores, and processes data

指使用技术生成、存储和处理数据

TRANSFORMATION 变革Refers to a fundamental change to an organization’s day-to-day business—from the types of products and services it produces to how it delivers them

是把企业的日常运营彻底革新,从开发产品和服务的类型到交付方式。

英特尔 IT 2016-17 年度业绩报告

IT@Intel

英特尔 IT 的角色7

8

各行各业普遍对 IT 的看法

• IT 部门 / 企业子公司 / 外包顾问公司

• IT 的工作(交付硬件软件应用、提供解决方案、支持业务发展。。。)

成本中心 服务提供 价值中心

9

英特尔 IT 角色的转变

推动企业数字化改革 (2017 )

成本中心

服务提供

价值中心 (2001-

2003)

决策伙伴 (2016)

Modern Workplace

现代化的办公环境

10

IT 的战略目标必需与主要任务配合,以帮助英特尔获得成果英特尔正在进行数字化改革

Platforms, Cloud/Mobileand Security

平台、云 / 移动计算和信息安全

Data and AI

数据和人工智能

Business Processesand Applications

业务流程和应用

New Products & Services新产品和服务

Reimagine & Optimize Decision Making and

Operations重新定义与优化决策与运营

Engage Customers

与客户合作

Productive Workforce

高效的员工队伍

IT@Intel

英特尔 IT 介绍11

12

OUR it VISION and STRATEGIC OBJECTIVES 英特尔 IT 的愿景与战略目标

ADVANCE Intel’s PRODUCTS & services促进英特尔的产品和服务

Transform how intel runs & grows助力英特尔的运作和增长

INCREASE workplace PRODUCTIVITY提高工作环境效率

Secure Intel & Deliver Op-Ex保护英特尔、卓越运营

Instill a culture of excellence向员工灌输要有优秀表现的意识

Accelerate Intel’s growth through best-in-class IT solutions and

services提供最佳 IT 解决方案和服务以加速英特尔的企业发展

Intel IT

IT@Intel

Spending1

支出

英特尔 IT

13¹Financials restated to include wholly owned subsidiaries that have since been integrated and exclude divested entities. Employee count represents an average of beginning and end of year.

Storage & Servers存储与服务器

Device Management终端设备管理

Supporting支持

Collaboration Rooms with Intel® Unite™

Solution

分布于22个 站点的5,422名英特尔 IT 员工,为全球56个国家

147个办公地点共约10.7万名英特尔员工提供服务

Intel IT

全球数据中心数量 存储 服务器 每位员工

托管设备

台式机

智能手机

移动电脑 占营销百分比

部署了 英特尔® Unite 的会议室

1515

英特尔 IT 的支柱服务

15

Data Center & Infrastructure 数据中心和基础设施

Security & Privacy 信息安全和隐私保护

IT Leadership & StrategyIT 领导力和战略

• Digital Transformation• Strategic Planning, Investment, Value• IT Operating Model, Agile, DevOps• Technical Debt & Governance• Culture & Innovation• Mergers and Acquisitions• Digital Customer Experience & Scale

• Client Configuration & O/S• PC Client Profiling /segmentation• Client Fleet Mgmt. & Refresh• Collaboration & Productivity tools • Conference Rm. Innovation• IoT/Smart-Buildings• Persona Based Work Solutions

• DC Strategy, Operation & DCM • Site Selection & Design• Network• High Density, Power/Cooling High

Performance Computing • Server & Storage Optimization• Disaggregated Server

Workplace 办公环境

• Security Strategy• Behavioral Analytics• Identity & Access Management• Cloud & Network Security• Data Protection• Security Analytics• Training and Awareness

• Cloud Strategy• Orchestration & Automation• Software Defined Infrastructure • Server Virtualization & Optimization• Workload Placement• Public vs. Private Cloud TCO• XaaS Savings with Private CloudCloud 云计算

• Corporate Data Office (CDO)• Data Governance & Management• Advanced Analytics, AI, and ML

Strategy & Use Cases• Big Data Architecture / Hadoop• Supply Chain Analytics & Integrated

Data Platform (SAP HANA)Data Analytics & AI 数据分析和人工智能

Manufacturing & Industrial工厂制造

• Industrial IoT• IT/OT Integration• Manufacturing Analytics• Shop Floor Control• Tools Preventive Maintenance• Tools Integration• Copy Exactly & Change Control• Machine Vision

Enterprise Apps 企业应用

• New IT Workloads• Enterprise Architecture • Cloud Aware Applications• On-vs-Off Prem EA Solutions • SaaS (Mkt., Sales, HR, etc.)• PaaS, Container Strategy• Supply Chain (SAP HANA)

Intel IT

16

High-level Operating Model Framework 运营模式

BPaaS – Business Processes as a Service业务流程即服务

SaaS – Software as a Service 软件即服务

PaaS – Platform as a Service 平台即服务

ISaaS – Information Security as a Service 信息安全即服务

DaaS – Data as a Service数据即服务

Arc

hit

ect

ure

架构

Str

ate

gy

战略

提供哪些服务

如何交付

如何与个业务部门配合

Business Units and Functions of the Company 业务部门和其他功能

DCaaS/IaaS – Data Center and Infrastructure as a Service数据中心/基础设施即服务

Op Model

IT@Intel

英特尔 IT 基础设施简介17

18

Infrastructure

Data Center

数据中心High Performance

Computing (HPC)

高性能计算

Network

网络

End-user

Computing &

Communications

员工用户计算与通讯

Enterprise

Service

Solutions

企业服务解决方案

IT Infrastructure 基础设施

IT Infrastructure 基础设施

Intel Confidential - For Discussions with NDA Customers Only

19

Intel IT IAAS Spending (2017)

英特尔 IT 在 IaaS 的花费比例

Head count

19%

Facilities 17%

Server 36%

OS+Mgmt 2%

Storage & BaR

17%

Network

8%

Design 产品设计

Office & Enterprise 办公和企业应用

Head count

30%

Facilities

12%

Server

8%OS

+M

gm

t…

Storage &

BaR 8%

Network 34%

Infrastructure

网络

网络

存储&备份

存储&备份

OS+管理软件

OS+管理软件

服务器

服务器

员工数量

员工数量

设施

设施

Intel Data Center英特尔的数据中心

Four major Functions Drive IT Data Center Requirements英特尔四个主要业务驱动数据中心的需求

▪ Silicon/Chip design function▪ HPC, grid computingD Design Computing

产品设计

▪ Typical IT and internal customer servicesExamples: email, collaboration toolsO Office General Purpose

办公

▪ Manufacturing computing that supports fabrication and assemblyM Manufacturing Fab/ATM 工厂制造

▪ Enterprise applications supporting eBizE Enterprise 企业应用

20

Data Center

21

Evolution of Intel’s Data Center Strategy

英特尔数据中心战略的演变历程

Not just “supporting” business, but pro-actively and continuously improve.不能止于“支持”业务,要积极主动、持续改进。

No Centralized Strategy or Ownership

缺乏战略和责任分担

Standardization and Cost Control

标准化和成本控制

Foundation for Efficient Growth

高效增长的基础

TransformBusiness

Capabilities

变革业务的能力

Establishment of DC team 2003

2010-2015

2006-2010

2000-2006

Pre-2000

Focus on Resource and Energy Efficiency 致力于有效运用资源和能源节省

2015+

Data Center

22

Design Computing Environment 产品设计

OFFICE & ENTERPRISE Computing Environment 办公和企业应用

MANUFACTURING Computing Environment 工厂制造

93%

4%

3%

**Power Usage Effectiveness (PUE) is the ratio of Total Facility Energy to IT Equipment Energy. It is the commonly used metric to describe data center infrastructure efficiency. …Source – Lawrence Berkeley National Lab https://datacenters.lbl.gov/sites/default/files/PUEEstimatorManual_06022016.pdf

Intel Data Center Profile英特尔数据中心简介

Intel IT

22 Sites

84 MW

260,000+ Xeon Servers with 1,973,900+ Cores

315+ PBStorage

499,100+Network Ports

1.06 PUE

Data centers

55Data Centers

annuallyFor new

Data Centers

24 Data Centers, 13 MW IT Load Power~7,800 Xeon Servers (Bare Metal + Hypervisor)

~57 PB of Storage RAW CapacityMajority Windows Environment

8 Data Centers, 6 MW IT Load Power~9,800 Xeon Servers (Bare Metal + Hypervisor)

~900 Xeon Servers (Hypervisor), ~22 K Cores, ~21 K VMs~29 PB of Storage RAW CapacityPrimarily Windows Environment

23 Data Centers, 65 MW IT Load Power242,000+ Xeon Servers, 1.78M+ Cores, 25% YoY Growth

~228 PB of Storage RAW Capacity, 40% YoY GrowthNew Extreme Energy Efficient Data Centers at annual 1.06 PUE**

Primarily Linux Env, Compute growth is due to silicon design complexity

12/2018

Data Center

Intel Confidential - For Discussions with NDA Customers Only

Platform as a Service

Database as a Service

Function as aService (Future)

Container as a Service

Cloud-Native Applications

Non Cloud-Native Applications

Virtual Machines

Software-Defined InfrastructureElasticity

Software as a Service

Infrastructure as a Service

Office Environment Enterprise Environment

Multi-cloud and Internal Brokerage Services

HPC Environment MFG Environment

Xeon ScalableCompute

NVMe SSD

SSD HDD

Network (LAN, WAN)

Operating Systems /Hypervisor /Orchestrators

Workload Scheduler

Batch

Inte

ract

ive

Manufacturing AppsHPC Applications

Cooling Techniques Energy Efficiency Rack Density & Innovations DCIM

Infr

ast

ruct

ure

IaaS Portal

Data Center Facilities

Public ProvidersConsumption

Dedicated Systems

Archival Media

Storage (NAS, SAN, Object)

Supercomputer Fabric

FactoryWorkloads

10/40/100 GbE

Corporate Authentication and Security Services

Disaggregated Servers

AEP DIMMs

Data Center Architecture 数据中心架构Data Center

Intel Confidential - For Discussions with NDA Customers Only

25

英特尔的 HPC 供产品设计用

• 端到端产品设计采用 EDA (electronic design automation)

• 新一代的处理器,存储+计算需求+成本 = 通常是上一代的十倍

• 从 2006 年 (HPC-1) 到2016 (HPC-5)

• Tape-out (最终设计定案) 使用 Intel ® Xeon® Platinum 8168 processor.

• 在 2018 年部署使用>60,000 台组装式服务器(disaggregated servers)

HPC

LOGICAL DESIGN 逻辑设计

PHYSICAL DESIGN 物理设计

Tape-In

Tape-Out

流片

Synthesis

Power and Time

Analysis

功耗和时间分析

Place and Route

布局布线

Power and Time

Verification

功耗和时间验证

Physical Verification

物理验证

Logic Simulation

逻辑模拟

Architecture

Modeling

架构建模

26

英特尔的 HPC 解决方案堆栈 (Solution Stack)

HPC

监控(环境控制、管理和指标)

MO

NIT

OR

ING

En

vir

on

me

nt

Co

ntr

ol

an

d M

an

ag

em

en

t a

nd

In

dic

ato

rsWORKLOADS – APPLICATION, FLOWS, DATA

工作负载 – 应用、工作流、数据Throughput, Scalability and Fault-tolerance 吞吐量、扩展能力、容错

BATCH CLUSTERING, MIDDLEWARE SERVICES AND SYSTEM MANAGEMENT

批处理集群、中间件服务和系统管理Stability, Scalability and Features 稳定度、扩展能力和特性

COMPUTE SERVERS AND OS

计算服务器和操作系统Performance, Throughput, Power, Data

Center Space and Reliability

效率、吞吐量、电耗、使用空间和稳定度

INFRASTRUCTURE, LICENSE SERVERS

基础设施、应用许可服务器

Stability and Scalability

稳定度和扩展能力

STORAGE AND BACKUP

存储和备份Scalability, Performance and I/O

Throughput

扩展能力、效率和 I/O 吞吐量

NETWORK

网络Scalability and Stability 扩展能力和稳定

DATA CENTER COMP0NENTS

数据中心组件Reliability 可靠度

27

英特尔的 WAN

• 负责连接位于全球 56 个国家的 140 多个办公地点。

• 所有站点都经由中央网络连接;某些站点还直接连接至其它站点。

• 使用的主要技术包括多协议标签交换(Multiprotocol Label Service, 简称 MPLS)。MPLS 技术利用不同地区和全球供应商的私有互联网协议(Internet Protocol, 简称 IP)骨干网基础设施,在不同站点之间建立连接。

• 动态带宽管理和三层服务质量策略,能够确定不同类型的流量,例如视频、互联网、数据库、备份和语音等。每种类型的流量会获得不同的优先级和服务保证。

Network

28

网络流量分配

Network

29

1995 年 2007 年2000 年

• 移动计算改变了员工的工作方式

• 更为灵活便捷,提高效率

• 从总拥有成本(TCO)获最高效用

• 移动计算带来的收益超出了使用台式机的成本节省

• 与员工电脑更新周期和电脑操作系统升级配合

台式机80%

台式机40%

台式机22%

笔记本电脑78%

笔记本电脑20%

笔记本电脑60%

Evolution of Intel’s Mobile Computing英特尔迈向移动计算的演变历程

2009 年 2011 年

笔记本电脑100%

(SSD 89%)

笔记本电脑100%

(SSD 8%)

EUCC

30

End-User Compute and Communication员工用户计算与通讯

• 150,700 mobile PC, Intel® Core® i5, Windows® 10, SSD 提供移动电脑 150,700 台

• 7,300 desktops Intel® Core® i5 提供台式机 7,300 套

• 54,000 smart phones (IT managed personal devices) 支持 54,000 部智能手机

• Content synchronization between devices (cloud) 内容同步(使用云)

• PC health checking (home development s/w) 电脑健康检查工具(内部开发)

• McAfee tools at edge (边缘设备的信息安全工具)

• Locker delivery for PC upgrade and replacement (移动电脑交付使用寄存柜)

• 5,300 meeting rooms deployed with collaboration tool Intel® Unite (5,300 间会议室使用英特尔® Unite 协作工具)

EUCC

31

Seamless User Workspace无缝的用户工作空间

▪ PC 数据自动备份到云

▪ 用户可享用跨设备内容、应用和个人设置

▪ 用户的工作空间不受 OS 和硬件所限

▪ 用户即使需要切换设备,仍然可随时随地高效办公

▪ 更新 PC 时,用户可在 30 分钟内,继续使用应用和个性化服务,使用新设备开始高效工作

EUCC

32

Intel Unite® Solution: Easy Meeting Collaboration英特尔 Unite® 解决方案:简化会议协作

▪ 无论身处在会议室或在远程的与会者,无需连接线缆,都可无缝和即时分享内容和演示稿,并进行注释。

▪ 可使用英特尔® vPro™ 技术来远程管理会议室里的 PC

~5 万小时工作时间的节省

~18 万小时预计共节省的

工作时间

部署 (英特尔会议室数量)2016 年: 2700 间2017 年: 4000 间2018 年中: 5300 间

EUCC

33

Enterprise Service Solutions 企业服务解决方案

• Infrastructure QA 基础设施质控

• Asset management 资产管理

• Transition Management 变更管理

• Technical Support 技术支持

Enterprise Svc Solutions

IT@Intel

英特尔 IT – 实例34

35

Big Data & Advanced Analytics @Intel英特尔的大数据与精准分析使用

Embed Learning HW Validation Product Development

Sales Industrial IoT Health

What目标/结果

Improve products power/performance 提升产品的功能

和效率

Cut product time to market缩短产品的上市时间

Reduce test cost and improve quality 降低测试成本,

提高质量

Increase revenue增加营收

Reduce manufacturing

cost 降低制造成本

Improve clinical trials outcome药物临床试验

结果

* 详细资料请参阅英特尔 IT 2018-2019 年度业绩报告(www.intel.cn/IT)

36

英特尔连续六年入选Gartner 全球十大供应链管理的

获奖名单上。

英特尔的供应链分布在 63 个国家/地区,涵盖 600 个设施、19,000 家供应商和 2,000 个客户。每年处理 100 万份订单,输出 10 亿件货物。

37

AI and Advanced Analytics: Transforming Intel’s Supply Chain

利用 AI 技术和精准分析,实现英特尔的供应链管理的转型

95 % 准确度

创库规划预测

More AccurateSpace Planning空间规划更准确

OptimizingParts Inventory

零件库存优化

5,800 万美元

库存预测模型助力

节省了

ReducingBill-of-Material Costs

材料清单成本减少

2,300 万美元

试点项目 节省了

38

Big Data Solution for Sales & Marketing为营销与销售部门而设的大数据解决方案

自助式数据使用

数据处理数据输入和

数据源

自助式数据模型

自助式商业智能和客户关系管理报告和仪表板

主数据管理和数据质量平台

数据湖

原始数据存储

清洗 数据清洗后存储

合规

39

Manufacturing IT supporting Intel Fab: Highly Instrumented & Highly Connected

英特尔 IT 支持的晶圆厂:高度自动化和物联化

Temperature, pressure, vacuum, carrier ID, alarms etc...温度、压力、真空、载体、标识、报警等

OLTP DB

DSSDB

Production Tool生产设备 Desktop PC

台式机电脑Middleware Cluster中间件群集

Data Replication

数据复制

Reporting报告

RFID read forlocation and product check射频识别用于定位和产品检验

DSSDBDSS

DBs

Factory Application Cluster工厂应用群集

Manufacturing Execution制造执行

Statistical Process Control统计式的流程控制

Excursion Protection防止异常情况

....

Industry Standard Protocols

Automated Material Handling自动化物料传输

Material Handling Control物料传输控制

Web Cluster网站系统集群

Data Storage数据存储

OLTP = On Line Transaction Processing 在线事务处理DSS = Decision Support System 决策支持系统RFID = Radio Frequency Identification 射频识别

Yield Analysis良率分析

Advanced Process Control 生产流程控制

OLTP DBOLTP

DB

网关 Gateways to Supplement

3rd Party & Custom Apps

Enterprise Security Message Bus

Security Data Sources

Applications

ServicesSearch Reporting Visualization Dashboards ML Toolkit

Data lake

Cyber Intelligence Platform Architecture网络智能平台架构Focus on identifying and responding to sophisticated adversaries.

Log Management

High Performance Compute & Storage

41

Cloud Transformation 云的变更之旅2018+2016201220102000-2009

Design

Office/Enterprise

Traditional Hosting传统服务器托管

Mainstream Virtualization以虚拟化为主流

Enterprise Cloud企业私有云

Hybrid Cloud混合云

Multi Cloud多重云

Adoption使用

12% Virtualized 虚拟化

42% Virtualized虚拟化

75% Virtualized 虚拟化

>85% Virtualized 虚拟化

100% App Rationalization &

Governance应用机制与管理

Provisioning交付

90+ Day Provisioning交付需时超过 90 天

10 day Provisioning交付需时 10 天

On Demand Provisioning 按需交付

On Demand Compute, Network, Storage

按需提供计算、网络和存储

On Demand Cloud Platforms按需提供云应用开发平台

Segmentation分隔

Silos of Capacity独立功能

Pooled Capacity功能集中化

Physically Segmented Clouds

物理部署隔离的云

Converged Clouds (Enterprise & Business Use

Cases)业务聚合的云

(企业和业务用例)

Right Workload, Right Place across Multi-Cloud

在多重云里合适的位置处理合理的工作负载

Life Cycle Automation

生命周期自动化

Manual Ticketed Service Request手动填写服务要求

Manual Ticketed Service Request

手动填写服务要求

Some on demand Request Fulfillment 部分按需交付

Full Self Service Request Fulfillment全自动化服务交付

PublicPhysical Hosting

Office Cloud

Public

Office/Enterprise/Services

Enterprise & Biz Cloud

Design

PublicEnterprise & Biz Cloud

SaaS

42

Shared Responsibility of Cloud Security 云安全由各团队分担责任

Cloud Service

Provider (CSP)

Hardware and

Services

云服务供应商

(硬件和服务)

IT and Business Owner IT 和业务负责人

Application Lifecycle Scanning

Data Management数据管理

Network Configuration网络设置

Compute Managed Security Services计算安全管理服务

Operations运营

Information Security 信息安全

Application Security Scanning应用安全扫描

Key Management密钥管理

Network Governance网络管理

Compute Compliance计算规范

Security Configuration and

Compliance安全设置与规范

Authentication and Authorization Services认证和授权

Security Logging and Monitoring and Incident Response记录、监控、事故反应

CSP Evaluation 云服务供应商评估Legal, Risk Assessments, Privacy, Regulations 法律、风险、隐私、规则

43

Intel Cloud Application Platform Components英特尔的应用云平台

客户端应用开发环境(工具)CLIENT DEVELOPMENT ENVIRONMENT

Collection of tools used to create applications

英特尔网页服务INTEL WEB SERVICESEnterprise services for

incorporation

用户认证IDENTITY

Services consumed to manage user access

传统应用LEGACY

Accessible capabilities outside web services

应用效率管理工具

APPLICATION PERFORMANCE MANAGEMENT

TOOLS

开源的 PaaS

OPEN SOURCE PaaSOpen source software projects hosted in a

collection of VMs

服务器平台构建

SERVER PLATFORM BUILDStandard build based on

platform reference designs and templates

数据库

DATABASEServices offered in

cloud model

英特尔云应用使用网站

ICAppACCESS PORTAL

IT 托管服务下单网站

IT HOSTING SERVICES ORDERING

PORTAL

IT@Intel

讨论44

45

英特尔 CIO 和 IT 领导要关注的

• IT 的整体规划、战略、管理、文化

• IT 的服务范围、服务水准、技术、运营模式、成功用例、员工技能培训

• 信息安全、基础架构、资产管理

• 各业务部门的任务和需求、对 IT 的反馈

• 与各业务部门的协助、责任分配

• IT 资源获取和支出、ROI、商业价值

• IT 在企业里的角色、对内对外的交流

• IT 思维领导力、创新、未来发展

• 收购与合并

46

阁下有哪些工作目标呢?

准备引领一个怎样的未来?

47

IT@Intel 项目 (自2003年以来)

英特尔 IT 与各业界客户交流讨论• IT 的整体规划、战略、管理、文化

• IT 的服务范围、服务水准、技术、运营模式、成功用例、员工技能培训

• 信息安全、基础架构、资产管理

• 各业务部门的任务和需求、对 IT 的反馈

• 与各业务部门的协助、责任分配

• IT 资源获取和支出、ROI、商业价值

• IT 在企业里的角色、对内对外的交流

• IT 思维领导力、创新、未来发展

• 收购与合并

48请访问 www.intel.cn/IT

Sharing Intel IT Best Practices With the World与各业界同行分享和讨论工作经验和实践


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