Download - 2013 Road Map with EMC Academic Alliance
1© Copyright 2012 EMC Corporation. All rights reserved.
EMC Academic Alliance“ Preparing the next generation of IT professionals for careers in today’s complex and rapidly evolving IT landscape with focus on careers in information infrastructure, cloud computing and Big
Data analytics.
2013 Road Map
2© Copyright 2012 EMC Corporation. All rights reserved.
Agenda
EMC Academic Alliance Overview
EMC In 2012
Industry Transformation
EAA Course Offerings
Additional Offerings
Road Ahead
3© Copyright 2012 EMC Corporation. All rights reserved.
EMC Academic Alliance Program Partnering with leading colleges and
universities worldwide to educate students on emerging information technologies.
Launched in 2006 to address the Information Storage knowledge GAP.
Successfully educated more than 80,000* students across 50+ countries through 800+ partner institutions, on Information Storage and Management.
Key program resources – At Zero cost• ‘open’ courseware• Knowledge Transfer and Training to faculties• Secured online faculty community• Secured student portal
*As of Dec 2011
4© Copyright 2012 EMC Corporation. All rights reserved.
EAA’s Expanding Presence Around the World 80,000+ Students across 53 countries
Singapore
China
Australia
United States
Canada United Kingdom
India U.A.E.
Russia
Philippines Thailand
Turkey
Malaysia
Egypt
Brazil
Ireland
Chile
Hungary
Tunisia
Germany Estonia
Latvia
Jamaica
Serbia
Pakis
tan
Kazakhstan
Lithuania
Ghana Rwanda
S. Korea
Armenia
MoldovaSweden
Greece Mexico
Tanzania
Senegal
Spain
Sri Lanka
S. Africa
Poland
Bahrain
Colombia
Peru
ScotlandSwitzerland
New Zealand
Kenya
Macedonia
Costa Rica
France
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Americas EMEA APJ
Brazil (85) Egypt (11) Russia (47) Australia (4)
Canada (11) Germany (10) Scotland (1) China (214)
Colombia (1) Ireland (2) Senegal (1) India (218) *
Mexico (2) Latvia (1) South Africa (1) Malaysia (4)
Peru (1) Lithuania (2) Switzerland (1) Philippines (2)
United States (188) Pakistan (2) Turkey (3) Singapore (4)
Chile (1) Poland (3) United Kingdom (3) South Korea (7)
Costa Rica(1) Armenia(1) Belgium (1) Thailand (4)
Dominican Republic (1) Bahrain(1) Estonia (1) Kazakhstan(5)
Jamaica(1) Ghana (1) France(1) New Zealand(2)
Hungary (1) Greece (1) Sri Lanka (1)
Kazakhstan (5) Kenya (2)
Moldova (1) Macedonia (1)
Academic Alliance – Institutes
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EMC Academic Alliance Partners
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Agenda
EMC Academic Alliance Overview
EMC In 2012
Industry Transformation
EAA Course Offerings
Additional Offerings
Road Ahead
8© Copyright 2012 EMC Corporation. All rights reserved.
Serial Innovator, Market Consolidator9-Year $26.8B Investment In Market Leading Technology 2003-2011
M&A $14.5B
R&D $12.3B
2003AND BEFORE
2005
2007
2009
ENTERPRISESTORAGE
INFORMATIONLIFECYCLE
MANAGEMENT
INFORMATION & VIRTUAL
INFRASTRUCTURE
JOURNEYTO THECLOUD
CLOUD &BIG DATA
9© Copyright 2012 EMC Corporation. All rights reserved.
Financial Strength To Keep Innovating
Note: All financial data for year 2011 except market capitalization, which is as of May 7, 2012. R&D investment as a percentage of revenues includes capitalized R&D.
Fortune 500 Rank (revenue) 139
Barron’s 500 Rank (performance) 12
Revenues $20.0B
Free Cash Flow $4.4B
R&D Investment (as % of revenues) 11%
Cash And Investments $10.8B
Market Value $58B
10© Copyright 2012 EMC Corporation. All rights reserved.
Our Global Presence
Melbourne, Australia
Rio de Janeiro, Brazil
Hopkinton, MAGlobal Headquarters
Bedford, MA
Franklin, MA
Cambridge, MA
Roy, UT
Singapore
Durham, NCApex, NCIrvine, CA
Burlington, Ontario
Duluth, GA
Santa Clara, CAPalo Alto, CA
Pleasanton, CA
Bangalore, India
Brentford, UK Vienna, Austria
Pau, France
Rotterdam, Netherlands
St. Petersburg, Russia
Cairo, Egypt
Tel Aviv, Israel
Beijing, China
Shanghai, ChinaTokyo, Japan
Seoul, S. Korea
Be'er Sheva, Israel
R&D Center
Centers of Excellence
Customer Support Center
Executive Briefing Center
Global Solution and Engineering Center
Manufacturing Center
Direct Presence
Seattle, WA
Chengdu, China
as of June 30, 2011
Sydney, Australia
Cork, Ireland50,000 people 83 countries
11© Copyright 2012 EMC Corporation. All rights reserved.
Three Approaches to IT ConsumptionÜber-Cloud
ServerStorage
Verticalization
Applications
DatabaseOperating System
Middleware
Systems IntegratorsSystems Integrators
Service Providers?
NetworkSilicon Storage PoolCPU Pool Network
Virtual Infrastructure
Virtualization
Applications
DatabaseOperating System
Middleware
Service ProvidersSystems IntegratorsSystems Integrators
12© Copyright 2012 EMC Corporation. All rights reserved.
Three Paths To Cloud Infrastructure
Best Of BreedInfrastructure Components
ProvenInfrastructure
Partner VSPEX
Converged Infrastructure
VCE VBLOCKEMC Products
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Big Data Models
One Database To Rule Them All
The Kitchen Sink Unified Analytics Platform
Exalytics
Big D
ata Appliance
Private/Hybrid Cloud Infrastructure or Appliance
Data Access & Query Layer
Third-Party/Partner Tools & Services
Greenplum Chorus – Analytic Productivity
Greenplum Hadoop
Greenplum Database
DATA
SC
IEN
CE T
EA
M
14© Copyright 2012 EMC Corporation. All rights reserved.
Agenda
EMC Academic Alliance Overview
EMC In 2012
Industry Transformation
EAA Course Offerings
Additional Offerings
Road Ahead
15© Copyright 2012 EMC Corporation. All rights reserved.
Waves Of IT Transformation
Mini
Mainframe
Networked/Distributed Computing PC/
Microprocessor
CloudComputing
(IT as a Service)
16© Copyright 2012 EMC Corporation. All rights reserved.
Mainframe & Mini Computing
\
Custom LSI
Monolithic
KB
Proprietary
Tape → Disk
ISAM
COBOL
Financial Systems
Terminal
$$$$$$
Chipset
Topology
Language
Network
Storage
Data Model
Memory
Cost End User Device
Killer Application
17© Copyright 2012 EMC Corporation. All rights reserved.
Client/Server Computing
\
Chipset
Topology
Memory
Network
Storage
Data Model
Language
Killer Application
End User Device
Cost
Few/Shared RISC
Clustered/Scale-Up
MB
IP
Disk
RDBMS
C, C++, Java
ERP, CRM, SCM
Windows PC
$$$
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Cloud Computing
\
Chipset
Topology
Memory
Network
Storage
Data Model
Language
Killer Application
End User Device
Cost
X86 Multicore
Virtualized Scale-Out
TB
IPv6 Virtual Network CNTRL
Disk/Flash
NoSQL, Hadoop
Spring, Rails, Node.js
Real Time Analytics
vPC, Tablet, S-Phone
$
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New Roles in ITImperativeBusiness and financial managementCloud Business Solution consultants
IT Service Management
New focus areaCloud service operations managementCloud Service Managers
Infrastructure
as a Service
Platform as
a Service
User
Interface as
a service
Enterprise
Applications
as a Service
New roles emergingCloud Architect, Cloud Admin Cloud Capacity PlannerIT Automation Engineer , Cloud Infra Admin , Cloud Process Engineers , Cloud Security Architects , Cloud GRC managers
Virtual Infrastructure Architecture
Virtual Infrastructure Management
SecuritySystems Storage
Backup
and
Recovery
Data
Center
Networks
Traditional roles are still essential
20© Copyright 2012 EMC Corporation. All rights reserved.
Agenda
EMC Academic Alliance Overview
EMC In 2012
Industry Transformation
EAA Course Offerings
Additional Offerings
Road Ahead
22© Copyright 2012 EMC Corporation. All rights reserved.
INFORMATION STORAGE AND MANAGEMENT v2
Key Technology Strategies for Classic, Virtualized, and Cloud Environments
• Challenges and Solutions for Data Storage and Management
• Intelligent Storage, Object-based Storage, and Unified Storage
• Storage Networking, Federation, and Protocols
• Backup, Recovery, Deduplication, and Archive
• Business Continuity and Disaster Recovery
• Cloud Computing and Converged Infrastructure
• Storage Security and Virtualization
Who Should attend -
IT professionals responsible for managing information storage infrastructure
Experienced storage professionals looking for exposure to the modern storage infrastructure
IT teams involved in planning, designing, deploying, or managing information infrastructure
Students and IT professionals looking to build a career in the information storage industry
Individuals seeking EMC Proven Professional Information Storage Associate (EMCISA) certification
Storing, Managing, and Protecting Digital Information in Classic, Virtualized, and Cloud Environments
23© Copyright 2012 EMC Corporation. All rights reserved.
INFORMATION STORAGE AND MANAGEMENT v2
Sec1. Storage System
•Information Growth and Challenges, big data•Virtualization & Cloud•Storage systems environment•Compute, application, desktop virtualization.•RAID, Intelligent Storage Systems, Virtual provisioning
Sec2. Storage Networking
•FC SAN, VSAN, Block level virtualization, Storage Federation•IP-SAN, FCOE•NAS, scale-out NAS File level virtualization, VLAN•Object based storage• Unified storage•Converged networking
Sec3. Backup, Replication,
Archive
•RTO, RPO, BCP•Backup, Backup in virtualized environment•De-duplication•Local and Remote Replication, CDP•Replication in a virtualized environment•Archive
Sec4. Cloud Infrastructure
•Cloud benefits, characteristics•Services•Deployment models•Infrastructure•Migration considerations•Converged infrastructure
Sec5. Storage Security and Management
•Storage security frame work
•Security Domains and implementations
•Security in Virtualized and cloud environment
•Monitoring and Managing storage infrastructure
•Storage tiering and ILM• Cloud management
ISM V4*
• Storage architectures and key data center elements• Physical and logical components of a storage infrastructure including storage subsystems, RAID, and intelligent storage
systems• Storage networking technologies such as FCoE, object-based and unified storage• Business continuity solutions, backup, replications, and fixed content archive • Characteristics of cloud services, deployment models, and infrastructure components • Information security requirements and solutions, key parameters for managing and monitoring storage infrastructure
24© Copyright 2012 EMC Corporation. All rights reserved.
The knowledge you gain through the ISM v2 ‘open’ course can be applied to impact business decisions in a variety of ways.
26© Copyright 2012 EMC Corporation. All rights reserved.
Backup Recovery Systems & Architecture ‘OPEN’ CourseBackup theory, Information storage concepts, backup client, backup storage node, backup and recovery planningTheory Information Storage Concepts Client Storage Node Planning
• Identify the reasons for backup and recovery• Define common backup and recovery terms• Identify the components of the client/server backup server architecture• Describe the flow of data in client/server backup and restore operations
• Describe disk drive components• Describe the major components of a storage system• Distinguish between storage systems and intelligent storage systems• Describe the various RAID levels and how data is protected by each level• Describe the components of an intelligent storage system• Explain the benefits of direct-attached storage• Describe SCSI architectureIdentify Storage Area Network (SAN) components and terminology• Identify Network-Attached Storage (NAS) components and terminology• Describe storage system features used in backup and recovery• Describe Continuous Data Protection
• Identify the major sources of backup data• Describe considerations for backing up file system and database data• Describe how data is stored across different types of databaseapplications• Describe how Microsoft VSS is used in backup operationsDescribe how data is backed up from file servers• Define NDMP and describe the backup challenges that NDMP addresses• Describe the different forms of virtualization• Describe methods for backing up VMware backup clients• Discuss considerations and challenges impacting client backup environments,including desktop/laptop and remote office clients• Identify factors that impact client backup performance
• Describe storage node components• Identify the protocols used when writing backup data• Describe the advantages and disadvantages of various types of backup storagemedia and technologies
• Describe backup and recovery planning considerations• Describe the importance of backup and recovery testing• Identify backup system disaster recovery considerations• Describe key software and hardware products in EMC’s Backup and RecoveryPortfolio• Propose a backup and recovery solution
28© Copyright 2012 EMC Corporation. All rights reserved.
?Private Cloud Public Cloud
Which Deployment Model Will Win ?
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S E
C U
R I T
YA
U T
O M
A T
I O NInfrastructure
Transformation
Each Layer In IT Will Be Transformed
Private
Hybrid Cloud
Public
End User ProvisioningTransformation
ApplicationTransformation
30© Copyright 2012 EMC Corporation. All rights reserved.
EMC’s Cloud Education Solutions• Comprehensive ‘open’ -curriculum training and
certifications– Focus on concepts and principles of technology– Applicable to any/multi-vendor products/solutions
• Based on National Institute of Standards and Technology (NIST) definition of Cloud Computing
• Creative self-paced learning in addition to traditional classroom training
• Robust, multi-tiered curriculum aligned to industry-standard EMC Proven Professional certification
• Currently over 4,000 have completed the existing curriculum
Essential characteristics of cloud computing (Source: NIST)
A
31© Copyright 2012 EMC Corporation. All rights reserved.
Cloud Infrastructure and Services Training and EMCCIS Certification
Principles and Concepts of Virtualization and Cloud Infrastructure TechnologiesProvides required technology foundation for Cloud Infrastructure and Services
Enables IT professionals to make Informed decision on migration to Cloud
• Journey to Cloud Computing
• Overview of Classic Data Center Environment (Server, Storage and Network)
• Virtualization: Compute , Storage, Network, Application, and Desktop
• Backup Recovery, and BC in a Virtualized Environment
• Cloud Security
• Cloud Infrastructure and Management
• Migrating to Cloud
• EMC Customers, Employees, Partners, Industry IT professionals, and Students• Prerequisite Knowledge/Skills
– Good knowledge of computer architecture, operating systems, and networking in a classic data center environment
NEW
A
32© Copyright 2012 EMC Corporation. All rights reserved.
Cloud Infrastructure and Services - course topics
Introduction to Cloud Computing
Classic Data Center (CDC) technologies
Virtualization Technologies
Desktop and Application virtualization
Cloud models and Cloud infrastructure
Cloud Security and Migration
Cloud business drivers
What is Cloud computing
Cloud infrastructure framework
Transition from CDC to Cloud
Compute Logical components Server clustering
Storage RAID, DAS, FC-SAN, IP-SAN, FCoE, NAS Object storage Unified storage
Network Compute to compute Compute to storage Protocols
Business Continuity Backup recovery Local replication Remote replication
Management Tasks Monitoring Alerts ILM
Compute Hypervisor components Resource mgmt. P2V conversion
Storage Block & File level virtualizations Thin provisioning Automated storage tiering
Network VLAN, VSAN Network traffic mgmt.
Business continuity Single points of failure Backup, Recovery of virtual machines (VM) VM migration VM replication Site failure disaster recovery
Desktop virtualization Implementation Benefits Considerations
Application virtualization Implementation Benefits Considerations
Characteristics (tenets) of cloud computing
Service models
Deployment models Economics of cloud computing
Benefits and challenges
Infrastructure components
Services and creation processes
Services management processes
Security concerns and counter measures
Access control and Identity mgmt.
GRC and Best practices
Migration considerations Models Users Applications Vendor selection criteria Vendor lock-in SLA Open standards
Cloud models and users applications
Phases of adopting cloud
A
33© Copyright 2012 EMC Corporation. All rights reserved.
The knowledge you gain through the CIS ‘open’ course can be applied to impactbusiness decisions in a variety of ways
36© Copyright 2012 EMC Corporation. All rights reserved.
IN 2000 THE WORLD GENERATED
TWO EXABYTESOF NEW INFORMATION
Sources: “How Much Information?” Peter Lyman and Hal Varian, UC Berkeley,. 2011 IDC Digital Universe Study.
37© Copyright 2012 EMC Corporation. All rights reserved.
Sources: “How Much Information?” Peter Lyman and Hal Varian, UC Berkeley,. 2011 IDC Digital Universe Study.
IN 2000 THE WORLD GENERATED
TWO EXABYTESOF NEW INFORMATION
EVERY DAY
2011
MORE
THAN
38© Copyright 2012 EMC Corporation. All rights reserved.
Functional Areas Where Companies Are Using Big DataHow Companies Are Using Big Data
McKinsey Global Survey of 1,469 C-level executive respondents at a range of industries and company sizes, “Minding Your Digital Business,” 2012.
Customer Intimacy
Budgeting & Planning
Operations & Supply Chain
Customer Service
Performance Management
New Product Strategy
Pricing
0 10 20 30 40 50
49%
39%
37%
33%
30%
28%
21%
39© Copyright 2012 EMC Corporation. All rights reserved.
big•data \ datasets so large they break traditional IT infrastructures.
40© Copyright 2012 EMC Corporation. All rights reserved.
High
FuturePast
TIME
BUSINESS VALUE Business
Intelligence
Predictive Analytics & Data Mining (Data Science)
Typical Techniques & Data Types
• Optimization, predictive modeling, forecasting, statistical analysis
• Structured/unstructured data, many types of sources, very large data sets
Common Questions
• What if…..?• What’s the optimal scenario for our business ? • What will happen next? What if these trends
continue? Why is this happening?
Business Intelligence Typical Techniques & Data Types
• Standard and ad hoc reporting, dashboards, alerts, queries, details on demand
• Structured data, traditional sources, manageable data sets
Common Questions
• What happened last quarter?• How many did we sell?• Where is the problem? In which situations?
Data Science
EMCDSA Course – The Data Science Focus
Low
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Main Objectives of the Data Science & Big Data Analytics Training and Certification
• Immediately participate and contribute as a data science team member on big data and other analytics projects
• Assist reframing of a business challenge as an analytics challenge
• Deploy a structured lifecycle approach to data science • Apply appropriate analytic techniques and tools to analyze big
data • Tell a compelling story to drive business action• Use tools such as R, MapReduce, Hadoop, in-database analytics
D
42© Copyright 2012 EMC Corporation. All rights reserved.
Data Science Training and Certification (EMCDSA)Data Science and Big Data Analytics Course
Provides a practical foundation for Data Science and Big Data Analytics Enables immediate and effective participation on big data and other analytics projects
• Introduction to Big Data Analytics
• Big Data Analytics Lifecycle
• Using R to execute basic analytic methods
• Advanced Analytics and Statistical Modeling for Big Data: Theory and Methods
• Advanced Analytics and Statistical Modeling for Big Data: Technology & Tools
• The Endgame, or Putting it All Together
Audience
• EMC Customers, Employees, Partners, Industry IT professionals, recent College Graduates, and Graduate Students
• Individuals with appropriate Background, Qualifications, and Behavioral Attributes , often but not exclusively
exemplified by current roles such as:
• Business Analyst, Data Analyst, Database Analyst, Database Architect, Database Administrator, Programmer, Operations Researcher, Human Factors Engineer, Electrical Engineer, Mathematician, Statistician, Physicist …
NEW
D
43© Copyright 2012 EMC Corporation. All rights reserved.
Topics : Data Science and Big Data Analytics Course
43
Introduction to Big Data Analytics+ Data Analytics Lifecycle
Review of Basic Data Analytic Methods Using R
Advanced Analytics – Theory and Methods
Advanced Analytics - Technology and Tools
The Endgame, or Putting it All Together+Final Lab on Big Data Analytics
Big Data Overview
State of the Practice in Analytics
The Data Scientist
Big Data Analytics in Industry Verticals
Data Analytics Lifecycle
Using R to Look at Data - Introduction to R
Analyzing and Exploring the Data
Statistics for Model Building and Evaluation
K-means Clustering
Association Rules
Linear Regression
Logistic Regression
Naive Bayesian Classifier Decision Trees
Time Series Analysis
Text Analysis
Analytics for Unstructured Data (MapReduce and Hadoop)
The Hadoop Ecosystem
In-database Analytics – SQL Essentials Advanced SQL and MADlib for In-database Analytics
Operationalizing an Analytics Project
Creating the Final Deliverables
Data Visualization Techniques
+ Final Lab – Application of the Data Analytics Lifecycle to a Big Data Analytics Challenge
44© Copyright 2012 EMC Corporation. All rights reserved.
The Lab Environment• Hardware:
– VMWare Servers – Individual Virtual Machines
• Software – Open Source:– Data stored in Greenplum Community Edition
Database (GPDB)– Access from desktop browsers
• Microsoft & Apple Mac– Analytics via:
• RStudio• PSQL interface for GPDB• Hadoop• MADlib
RStudio
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Static (Bolt-On) DefensesSignature-Based, At Perimeter
Static InfrastructurePhysical, IT Controlled
Static AttacksGeneric, Systems-Based
Old World: Static Security
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Dynamic (Built-In) DefensesAnalytics & Risk-Based
Dynamic InfrastructureVirtual, User-Centric
Dynamic AttacksTargeted, Human-Based
New World: Dynamic Security
PublicClouds
HybridCloud
48© Copyright 2012 EMC Corporation. All rights reserved.
This course provides an overview of the concepts, processes, and best practices needed to successfully secure information within Cloud infrastructures
Cloud Security
Introduction to Cloud Computing
– Cloud Overview
– Cloud Service Models
– Cloud Deployment Models
Managing Cloud Security and Risk
– Impact of Cloud Tiers on Security and Risk
– Standards Organization
– RSA’s Cloud Trust model
– Things to Look for in a Cloud Provider
Infrastructure Layer Trust
– Infrastructure Trust Layer Definition
– Disaster Recovery
– Virtualization
– Segmentation and Isolation
– Log Management
– Secure Communications
– Multi-Tenancy
Application Layer Trust Application Layer Trust: definition Web Application Security Fundamentals Application Security Phases and Lifecycle SDLC PaaS Security Concerns
Information Layer Trust Information Layer Trust: Definition Data Retention / Destruction Data Leakage Data Privacy Data Encryption and Key Management Data Geolocation E-Discovery Data Portability Data Classification
• Management • Management Layer Trust: Definition • Identity and Access Management • Contract SLAs • Roles and Responsibilities • Provider Viability • Compliance Monitoring • Business Continuance • Provider Supply Chain • Third-party Risk Assessment • Software Licensing Risk
• Securing Private Clouds • Enterprise IT Evolution • Private Cloud Security Primer
• Final Lab Exercise
49© Copyright 2012 EMC Corporation. All rights reserved.
Agenda
EMC Academic Alliance Overview
EMC In 2012
Industry Transformation
EAA Course Offerings
Additional Offerings
EMC Proven Professional
Road Ahead
50© Copyright 2012 EMC Corporation. All rights reserved.
Additional Offerings
Developer Focus– Greenplum Database– Greenplum Hadoop Distribution– Spring Source– Cloud Foundry– OpenChorus
Webinar Series– Tech Sessions every Thursday– Technology Day– Chat with Experts
Improved Student and faculty portals
51© Copyright 2012 EMC Corporation. All rights reserved.
Agenda
EMC Academic Alliance Overview
EMC In 2012
Industry Transformation
EAA Course Offerings
Additional Offerings
EMC Proven Professional ( Special Pricing )
Road Ahead
52© Copyright 2012 EMC Corporation. All rights reserved.
Cloud Architect ComputeSystems
InformationStorage
Backup/ Recovery
Data Center Networking
Data Center Network Design
Management
Virtualized Data Center & Cloud Infrastructure + IT-as-a-Service
Planning & Design(EMC Cloud Architect)
+vCloud Director:
Deploy and Manage
Data Center Unified Computing
Implementation ( Cisco DCUCI) + vSphere: Install,
Config. & Manage
Storage Networking
Design (EMC Data
Center Architect)Information Availability
Design
Information Availability
Design (EMC Data
Center Architect)
Data Center Unified Fabric
Implementation (Cisco DCUFI)
Configuring the Cisco Nexus Data Center
(CCNDC)
Designing Cisco Data Center
Unified Fabric DCUFD +
Configuring the Cisco Nexus
Data Center (CCNDC-1)
vCenter Operations Manager:
Fundamentals vCenter
Operations Manager: Analyze
and Predict
Foundational Courses:
Cloud Infrastructure and Services (EMCCIS)
Information Storage and Management (EMCISA)
Data Science and Big Data Analytics (EMCDSA)
Choose your job role focus, then begin accelerating your skills transformation along the learning path.
54© Copyright 2012 EMC Corporation. All rights reserved.
Agenda
EMC Academic Alliance Overview
EMC In 2012
Industry Transformation
EAA Course Offerings
Additional Offerings
Road Ahead
55© Copyright 2012 EMC Corporation. All rights reserved.
Road Ahead
Submit a plan on – Course Offering Plan– Students Enrollment and offering dates – Faculty training requirements with nos– EMC Proven Professional Offering Plan– Webinar Roll out plans– Lab Expectations ( if any )
56© Copyright 2012 EMC Corporation. All rights reserved.
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