S104875 nightmares-dreams-spectrum-control-jburg-v1809h

IBM Systems Technical University © 2018 IBM Corporation
2018 IBM Systems
Technical University
Nightmares and Dreams:
Managing your IT
Infrastructure with IBM
Spectrum Control
—
Tony Pearson
Master Inventor and Senior IT
Architect,
IBM Corporation
Sep 11-13, 2018
Johannesburg, South Africa

Abstract
2
What keeps you up at night? Does the thought
of managing your storage infrastructure give
you nightmares?
IBM Spectrum Control can provision storage,
report on capacity and performance, and
provide alerts. This session will cover the
software product, and how it relates to
Spectrum Connect and Storage Insights .
Visibility, Control and Automation for your IT
storage infrastructure. It is the stuff dreams
are mad e of!

This week with Tony Pearson
3
Day Time Topic
Tuesday 11:30 Improve your NAS environment in One Day!
15:00
Dip your TOE in our Pool!
iSER and Data Reduction with Storage Virtualization
Wednesday 11:30
Save the World! Save your IT Budget with
IBM Cloud Object Storage System
15:00
How big is your NAS? Sizing, Management, and
Deployment
16:15
Nightmares and Dreams:
Manage your entire Storage Infrastructure
Thursday 9:00
What else can you use that data for?
Adventures in Data Reuse
10:15 Be Persistent in your Journey to Private Cloud
13:45 Get ready for the NVMe Revolution

What is Driving the Need for Storage Resource
Management?
Application Workload Demands
–Acceptable performance (IOPS, GB/sec, Latency)
–Enough space for processing and new incoming data
–Business Continuity (High Availability and Recovery)
–DevOps and Test/Dev
Data Security
– Privacy
– Encryption
– Long-term Retention
– Regulatory Compliance
4
Transformational Projects
– Analytics
– Artificial Intelligence (AI)
– Internet of Things (IoT)
– Blockchain

Storage Resource Management –
Challenges and Complications
Storage Growth
–Data is growing exponentially
Interoperability
– Servers, Operating Systems,
Applications, Adapters, Multi-
pathing
Network Complexity
SANs and LANs
Technology Refresh
– Flash and NVMe, Virtual
Machines and Docker
Skills Staffing
–Administration tools
–Techniques, processes
–Troubleshooting
IT Budget constraints
5

Storage Resource Management – Approaches
Provisioning
– Volumes
– File Spaces
Performance Monitoring
– Application Response Time
– Network Bandwidth
– Device characteristics
Capacity Planning
– Anticipating outages
– Forecasting for future needs
Storage Tiering &
Optimization
– Gold, Silver, Bronze
Chargeback / Showback
– Internal billing or reporting to
modify end-user
consumption and behavior
Multicloud
– Private Cloud, Hybrid Cloud,
Public Cloud
6

Device Perspective:
Looking at storage
environment from
the device level, for
performance and
replication functions
Data Perspective:
Looking at storage
environment from
the application level,
for data stored in file
systems and
databases
Fabric Perspective:
Looking at storage environment from the
fabric level, how it all gets connected
together
IBM Spectrum Control – Different Perspectives
7

Small Company
No formal IT dept
• IT managed by
non-IT personnel
• Manage a few
storage devices
Medium-Size Company
Centralized IT Dept
• IT managers handle
servers, storage, networks,
backups and perhaps even
databases
Large Enterprise
Data Center Ops
• Server Admins
• Network Admins
• Storage Admins
IBM’s Single-Pane-of-Glass Strategy
8
APIs and drivers
IBM Spectrum
Control™
Browser-based
GUI for each
storage device

+
Protect Archive
Accelerate Scale
Spectrum
Virtualize
RtC Compression
Spectrum
Virtualize
Encryption
IBM Spectrum Storage Suite
+
Virtual Storage Center
Base License
DRP Compression
FlashCopy
Metro Mirror
Global Mirror
+ +
Snapshot
Spectrum Control
Advanced Edition
Analytics &
Optimization &
Provisioning
9
IBM Spectrum Storage – Software Packages
This diagram shows which product is included in which „package”
*) Aka Spectrum Control Base Edition - free of charge
*)
IBM
Copy
Services
Manager
Standard

Gain Visibility with Storage Insights
10
STORAGE INFRASTRUCTURE
CAN BE A NIGHTMARE TO
UNDERSTAND
DREAMS CAN
PROVIDE ANSWERS
I DON’T
START WITH
STORAGE INSIGHTS!
KNOW
HOW TO GET
STARTED!

Storage Insights Attributes
11
Leading to Real Business Value
Unified View IBM
Storage
Single pane of glass
Inventory at a glance
Event feed
Advanced Customer
Service
Event filter
Auto log collection
View support tickets
Call Home
Telemetry Data
System reporting
Capacity information
Performance
information
Storage
Monitoring
Health check
Logical configuration
Resource management

IBM Storage Insights Architecture
12
Line of Business
Infrastructure Team
Resource Grouping
Customized Alerting
FlashSystem
A9000R
FlashSystem
9100
V9000
SAN Volume
Controller
Storwize V5030F
Storwize V5000
Storwize V7000F
Storwize V7000
XIV Gen3
FlashSystem 900
FlashSystem
A9000
Multiple IBM systems supported
DS8000
IBM Support
IBM Cloud
https
Highly secure and ready for
GDPR
• IBM metadata ”data lake"
has no client
identity information
• One way communication
• Data at rest is AES 256-bit
encrypted
• ISO/IEC 27001 ISM
certified
Configuration best practices
Remote diagnostics
Predictive analytics
Faster time to resolution
Unified Dashboard
Monitor capacity,
performance and health
Lightweight data collector:

A Single Pane of Glass to Control your Infrastructure
13

What am I managing? For whom? How is it running?
14
Determine storage utilization by
business unit or application
enabling chargeback/showback
Insight into capacity usage trends and forecasts
for future data storage requirements
Identify misused, misaligned or underused
storage assets
Enhanced total cost of ownership (TCO)

Unified dashboard of the storage environment
15
Unified View
IBM Storage
Inventory at a glance
Performance
Capacity
Call home events
Call home validation

Viewing more details
16

System Tiles
17
Tickets tab is US only
System Tiles
Client experience:
System tiles for devices with a critical event
automatically reshuffle to the top of the screen
• No need to scroll down to see the devices that require
immediate attention
• The storage admin can click on the tile and see a pull
out drawer with more details to help diagnose the
issue.
• Self Service diagnostic data helps the admin resolve
problems on his/her own

Event Filter
18
Event Feed
A storage admin can see all of the events for all of the
storage devices on the heads up display
• Noisy events can be acknowledged and hidden from
view
• Press a Filter button to see the events that require
immediate attention
• Critical events
• Warning events
• Information events

Health Checks
19
Best Practice Health Checks
A storage admin is notified of a risk in their environment
before the risk impacts their business
• The Spectrum Virtualize health checks will surface
best practice configuration violations
• Provides alerts in your event feed to issues that
are relevant to your environment.
• Provides alerts in your event feed to issues that are
relevant to your environment.
Dynamically introduced without requiring firmware
upgrades or upgrades to Storage Insights

Three steps to get started…
20
Head over to
https://ibm.biz/insightsreg
Follow the link to get and install the
data collector
If your controllers are not there…
1 2 3Sign up! Login to your
Dashboard
Register your
Controllers

Gain Control with Spectrum Connect, Spectrum Control
Standard Edition and Copy Services Manager
21
THE STORAGE
INFRASTRUCTURE IS
OUT OF CONTROL!
DREAMS CAN
PROVIDE ANSWERS
GROWTH!
YOU NEED MORE THAN
JUST REPORTING!
@#$%
PERFORMANCE,
PROVISIONING!

VMware
vCenter VASA
vROPS
vRO
vCenter VWC
Spectrum
Accelerate
Spectrum
Virtualize
DS8000 series
VersaStack
Kubernetes
Microsoft
PowerShell
IBM Spectrum Connect supports:
• IBM Spectrum Virtualize family: FlashSystem 9100 and V9000, IBM SAN
Volume Controller, IBM Storwize family
• IBM Spectrum Accelerate family: FlashSystem A9000 and A9000R; IBM XIV
Gen3
• VersaStack™ running IBM Spectrum Virtualize or IBM Spectrum Accelerate
• DS8000 series
• x86 hosts using RHEL 7 or Ubuntu 16
22
Introducing IBM Spectrum Connect
22

Why use IBM Spectrum Connect?
23
Provides a common point of integration, control and
automation, with a consistent experience, for IBM block
storage in multi-cloud environments. For virtualized storage:
over 400 supported storage systems from IBM and others
Supports a storage provisioning policy that enables easy-to
define storage classes such as by SLA or workload, for easy
self service and automation
Integrates tightly with VMware, Kubernetes container
orchestrator for Docker, and Microsoft PowerShell
environments
Is available at no extra charge with IBM block storage
devices
IBM Spectrum Connect drives the API dialog through one
common UI to many storage systems and cloud platforms

Simplify and automate complex replication tasks
– Automated replication configuration scales up to thousands
of pairs of disk volumes
– Preserves historic configuration information
• easy setup for repetitive configuration or re-configuration
– Operational control of replication environment via a highly
usable GUI rather than DSCLI scripts or TSO commands
• but provides also CLI, csmcli
Real world examples
Task DS8000 Command Line Interface CSM
Set up Global Mirror 5 steps 1 command (START)
Global Mirror Recovery 4 steps 1 command (RECOVER)
Set up Metro Global Mirror 8-25 steps 1 command (START)
Make a practice copy 5 steps 1 command (FLASH)
Task SVC Command Line Interface CSM
Set up Metro Mirror 4 steps 1 command (START)
Clean up a consistency group 3 steps 1 command (TERMINATE)
Make a practice copy 5 steps 1 command (FLASH)
IBM Copy Services Manager (CSM) – Value
24

Copy Services Manager – Supported Configurations
25
Metro Mirror
and
Global Mirror
Snapshot
Metro Mirror
and
Global Mirror
Metro Mirror
and
Global Mirror w/ Practice
FlashCopy
Global Mirror
w/ Change
Volumes
XIV, Spectrum Accelerate,
FlashSystem A9000/R
FlashCopy
• Metro Mirror/Global Copy *
• Metro Mirror w/Practice *
• Global Mirror
• Global Mirror w/Practice
• Global Mirror both directions w/Practice
• Metro Global Mirror *
• Metro Global Mirror w/Practice *
2-site Configurations
3-site Cascade
3-site Multi-Target
• Multi Target MM/MM *
• Multi Target MM/GM *
• Multi Target MM/GM w/Practice *
* Provides the ability to enable the
session for HyperSwap capabilities
DS8000 Systems
SVC, Spectrum Virtualize,
Storwize, FlashSystem 9100
and V9000

Simplified Device Management – Block Storage
What is it
Improved device
configuration and
management for IBM
and non-IBM devices
with specialized dialog
boxes to prompt for user
credentials and
connectivity
information based on
device requirements
Why it Matters
Faster time to value for
configuration and
management
of devices connected to
the data management
infrastructure
26
Provision volumes from IBM and Non-IBM Storage

Advanced Analytics and Automation
27
THE MANY TASKS OF
STORAGE ADMINISTRATION
IS OVERWHELMING!
DREAMS CAN
PROVIDE ANSWERS
I CAN’T
SPECTRUM CONTROL
ADVANCED EDITION
GET
EVERYTHING
DONE!

Realize Cost-Savings through
Right-Tiering of Data Storage
28
Problem:
High-end disk arrays are expensive
Difficult to identify which data should be moved
Manually re-locating LUNs is time-consuming and
disruptive

Introducing I/O Density – Performance measurement
29
• For each LUN, the amount of IOPS is divided by the
amount of resident data
• IOPS = I/O (read/write) per second
• IO Density = IOPS per Terabyte of data for a given volume
• What is I/O Density?
• I/O Density (IOPS/TB) provides a level-set view of
performance regardless of volume size allowing a uniform
unit of measurement for analysis
• IOPS and TB tend to grow at similar rates, keeping IO
Density constant for each application
• The I/O Density value is the peak value of the averages
taken for the hour or day, depending on the sampling
chosen (Daily, Hourly or Sample Average).
• Daily Average has thus far proven the most reliable
indicator of future re-tiering results
• Hourly Average useful for brief but intense high-demand
workloads
*
Note:
I/O Density can be
represented per TB
or per GB
700 IOPS/TB = 0.7 IOPS/GB

Understand Your Data –
30
Intelligent Information Lifecycle Management
(IILM) - simulates savings by analyzing historical
data usage patterns in existing environment
Using IBM Spectrum Control or similar tools,
the IBM team can identify the volumes and TB
that will be analyzed over period of 30 days
– IOPS average will be based on calculations
using 96-288 samples taken for each
volume throughout a 24-hour period.
– Often, IBM team finds volumes of data that
were totally inactive during the analyzed
period. This is not unknown access, but
known zero access
Based on this performance data collected from
the storage environment, the analysis
determines the average Indicative Tier
Distribution for the volumes
Tier
IOPS/
TB
Daily
TB
Daily
%
Hourly
TB
Hourly
%
Tier 0 > 1000 17.61 1% 102.25 4%
Tier 1a
700-
1000 11.31 0% 40.75 2%
Tier 1b 550-700 19.08 1% 61.87 3%
Tier 2 100-500 225.95 10% 473.55 20%
Tier 3 10-100
1147.2
3 50% 1010.86 42%
Archive <10 763.10 33% 579.83 24%
Inactive 0 120.42 5% 123.65 5%
Indicative Tier Distribution
Tier 0 Tier 1a
Tier 1b Tier 2
Tier 3 Nearline
Inactive

IBM Spectrum Storage licensing options
IBM Spectrum Virtualize
IBM Spectrum ControlControl
Protect
Archive
Virtualize
Accelerate
Scale
Per SCU
Per SCU
Per TiB
Per PVU
Per TiB
Per SCU
Per TiB
Per socket
Per TiB
Per
server
Individually-licensed
Bundle license for SVC,
FlashSystem V9000 and
Storwize family
IBM Virtual
Storage Center
Storage Capacity Unit (SCU)
= 1.00 TB of Flash or SSD
= 1.18 TB of 10K, 15K, XIV,
3PAR, Infinidat, etc.
= 4.00 TB of 7200 Nearline
Copy Data
ManagementPer TiB
31

Automate Lifecycle Policies
32
SSD
Ent
HDD
NL
HDD
SSD
Ent
HDD
NL
HDD
NL
HDD
SAN
IBM Spectrum Virtualize™ can manage hundreds of
arrays (IBM and non-IBM)
IBM Spectrum Control Advanced Edition
recommends and performs up-tier and down-tier
moves based on I/O Density and Age of the data
Move LUNs non-disruptively within and across arrays

IBM Global Account (IGA)
As part of a technology refresh, IBM internally
transformed its heavily Tier 1 environment to a
4-tier cost-effective infrastructure
– IGA realized $17 million in USD cost savings
in 2012, primarily through CAPEX avoidance
– IBM realized $90 million in savings over five
years
– “We were able to reduce a multi-day
complex process to a matter of 2-3
hours!”
— Kris Myers. Dir. Information Technology
IBM Global Account Division
IBM VSC managing the following tiers:
– Tier 1A = DS8000 w/ 15K RPM and SSD
– Tier 1B = XIV w/ 7200 RPM disk
– Tier 3 = V7000 w/ 2TB 7200 RPM
§Data that is most active remains on Tier 1,
while data with lower activity is moved down
to lower tiers, consuming less costly storage
capacity on Tier 3
Case Study: IBM Global Account
33
USD $17M cost savings in 2012
• Costs savings over $90M over 5 years

IBM Spectrum Storage licensing options
34
Control
Protect
Archive
Virtualize
Accelerate
Scale
Per SCU
Per SCU
Per TiB
Per PVU
Per TiB
Per TiB
Per socket
Per TiB
Per
server
Individually-licensed
Bundle license for
flash, disk, tape and
storage-rich servers
Per TiB
IBM Spectrum
Storage Suite
Control Protect
Archive
Virtualize Accelerate
Scale
IBM Cloud Object Storage
These Spectrum Storage
family products are included
in the Spectrum Storage suite
Simplified “All-you-can-eat”
licensing based on Tebibytes
(TiB)
+
1 Tebibyte = 240 bytes = 1 099 511 627 776 bytes
IBM Virtual
Storage Center

It is easy to unlock even more value –
with a Storage Insights Pro Subscription
35
• Best practice violations
• Advanced troubleshooting
• Customizable alerting
• Business impact analysis
• Optimize data placement with tier
planning
• Optimize capacity with reclamation
planning
• Support for file and object storage
• Support for Dell EMC storage
IBM Storage Insights Pro
offers a “subset” of
Spectrum Control Advanced
Edition functions, and can
be used standalone, or in
conjunction with a Spectrum
Control deployment on-
premises.

IBM Systems Technical University © 2018 IBM Corporation36
Value of IBM Spectrum Connect, Spectrum Control, and
Storage Insights
Simplifies storage deployment and management
– Reducing implementation time and operational
complexities for administrators, improving
management productivity
Optimizes performance & storage utilization
– Improving overall availability of the storage
network and mission-critical applications to
become invisible to end-user
Centralizes end-to-end storage management
– Greatly increasing management capabilities to a
global level of the industry's most popular storage
environments
Frees up time so that IT staff can focus on
transformational projects

Please
complete
the session
survey!
37

Facts about IBM Storage Insights
39
ibm.biz/insightsfacts
ibm.biz/insightsstart
ibm.biz/InsightsDemo

A Storage Administrator
can see the health, capacity, performance (IO
rate, data rate, response time) and call home
events for all IBM block storage systems
from a single place at no charge.
A Storage Administrator
can get assistance from IBM on diagnosing
and solving block storage system problems
without manually providing log information
to IBM.
An IBM Support person
can view current and past health,
configuration, performance logs and PMRs of
all IBM block storage systems without
requesting this information from the
customer.
ü Unified dashboard
ü Inventory at a glance
ü Remote access to logs and performance data without customer interaction
ü Up to 2 years of archive data for performance and capacity
ü Best practice thresholds to help identify anomalies
ü Unified dashboard
ü Inventory at a glance
ü System drawer for each devices with drill down details for performance,
capacity, and health
ü Event feed and filter to focus on things that matter
ü Dashboard automatically sorts by health severity
ü Proactive support with edge analytics with SVC and Storwize health check
violations
ü View support tickets (US only)
ü IBM Support can remotely access logs and performance data without customer
interaction
What we’ve delivered to-date
40

IBM Spectrum Protect Snapshot Solution Overview
41
Application
System
Application
Data
Local
Snapshot
Versions
Snapshot
Backup
Spectrum Protect Snapshot
With Optional
Spectrum
Protect
Server
Integration
üFlashSystem
üFlex System
üSpectrum Virtualize
üSVC and Storwize
üXIV
üSpectrum Accelerate
üDS8000
üN Series, NetApp
üOther*
For Various Storage
ü Online, near instant,
application aware
snapshot backups with
minimal performance
impact
ü High performance, near
instant restore capability
ü Integrated with storage
hardware snapshots
remote mirroring
ü Database Cloning
ü Online, near instant,
application aware
snapshot backups with
minimal performance
impact
ü High performance, near
instant restore capability
hardware snapshots
remote mirroring
ü Database Cloning
* Via Rocket Adapter
or VSS Integration
Custom Apps
File Systems
VMware

Spectrum Control family comparison
42
Spectrum Control V5.3 Editions
Features Insights Insights Pro Standard Advanced
License types Entitled Monthly subscription Monthly or perpetual Monthly or perpetual
License metric n/a 10 TiB packs SCU or Slot SCU or Slots
Deployment method SaaS SaaS On premises On premises
Supported storage devices IBM block storage Block, File, Object 1)
Block, File, Object 2)
Block, File, Object 2)
Agentless Servers (automatically managed) / Storage Resource Agents / / /
Other devices: non-IBM storage device, VMware, SAN Switches / / / / / /
Asset management (Type, model, serial number, firmware, …)
Support management: Ticket creation / log upload / / / Control only / Control only
Capacity Management
Health (show status of entity) direct / call home / / / /
Alerting (send message to user) status / thresholds / eMail / SNMP / scripts / / / / / / / / / / / /
Storage / Fabric Performance and Error Reporting / / /
Performance interval, retention 5 min, 24h 3)
5 min, 2 years 1 min, customizable 1 min, customizable
Provisioning using Service Classes & Capacity Pools with automatic zoning File 4)
File 4)
and Block
Reclamation analysis of unused volumes
Service Management (Chargeback & Consumer reports)
Rollup reporting
Custom reporting: GUI / API / / /
Tiering support across pools Capacity Planning
Recommend and
implement 5)
Balance workload across pools 5)
Volume Transformation 5)
User Management: Active Directory/LDAP integration
Included Not available
1) Support Matrix: [Link] 2) Support Matrix: [Link] 3) KPIs only: read/write IOs, Data rate and response time of storage system 4) Only
IBM Storwize V7000 Unified and IBM SONAS 5) requires IBM Spectrum Virtualize

What else is included?
Spectrum Control V5.3 VSC
Bundled with Insights
Insights
Pro
Standard Advanced SVC
Copy Service Manager • •
Spectrum Protect Snapshot (aka. FlashCopy
Manager)
•
Spectrum Virtualize SAN Volume Controller Software • 1)
Spectrum Virtualize SAN Volume Controller Software
- FlashCopy
•
Spectrum Virtualize SAN Volume Controller Software
– Metro/GlobalMirror
•
Spectrum Virtualize SAN Volume Controller
RealTime Compression Software
Not
included
Spectrum Virtualize SAN Volume Controller
Encryption Software
Not
included
1) Compression in Data Reduction Pools is included

Supported storage
44
Direct support for
most IBM storage,
including flash, file,
object, software-
defined and block
solutions
Including the new
FlashSystem 9100
and the entire
Spectrum
Virtualize portfolio!
Storage System Storage Insights Storage Insights Pro Spectrum Control
DS8000
EMC VMAX
EMC VNX
FlashSystem 840
FlashSystem 900
FlashSystem A9000
FlashSystem A9000R
FlashSystem V840
FlashSystem V9000
FlashSystem 9100
IBM Cloud Object Storage
IBM SONAS
IBM Spectrum Accelerate™
IBM Spectrum Scale™ (ESS and GSS)
IBM Spectrum Virtualize™
SAN Volume Controller
Storwize V3500
Storwize V3700
Storwize V5000
Storwize V7000
IBM Flex System V7000 Storage Node
Storwize V7000 Unified (block only)
XIV®
* Only IBM Block Based Storage devices include support capabilities like auto log collection at this time.

Session reference links
45
http://www.ibm.com/training/events
https://www-03.ibm.com/systems/storage/
http://www.redbooks.ibm.com/
https://www-03.ibm.com/systems/storage/spectrum/suite/
http://www.ibm.com/systems/clientcenterdemonstrations
https://ibm.biz/client-experience-portal

About the Speaker
Tony Pearson is a Master Inventor and Senior IT Architect for the IBM Storage product line. Tony joined
IBM Corporation in 1986 in Tucson, Arizona, USA, and has lived there ever since. In his current role,
Tony presents briefings on storage topics covering the entire IBM Storage product line, IBM Spectrum
Storage software products, and topics related to Cloud Computing, Analytics and Cognitive Solutions.
He interacts with clients, speaks at conferences and events, and leads client workshops to help clients
with strategic planning for IBM’s integrated set of storage management software, hardware, and
virtualization solutions.
Tony writes the “Inside System Storage” blog, which is read by thousands of clients, IBM sales reps and
IBM Business Partners every week. This blog was rated one of the top 10 blogs for the IT storage
industry by “Networking World” magazine, and #1 most read IBM blog on IBM’s developerWorks. The
blog has been published in series of books, Inside System Storage: Volume I through V.
Over the past years, Tony has worked in development, marketing and consulting for various storage
hardware and software products. Tony has a Bachelor of Science degree in Software Engineering, and a
Master of Science degree in Electrical Engineering, both from the University of Arizona. Tony is an
inventor or co-inventor of 19 patents in the field of electronic data storage.
9000 S. Rita Road
Bldg 9032 Floor 1
Tucson, AZ 85744
+1 520-799-4309
(Office)
tpearson@us.ibm.com
Tony Pearson
Master Inventor
Senior IT Architect
IBM Storage
46

IBM Tucson Client Experience Center
§ Tucson, Arizona is headquarters
for IBM storage hardware and
software design and development
§ IBM Tucson Client Experience
Center offers:
–Technology briefings
–Product demonstrations
–Solution workshops
–Lab tours
§ Take a video tour!
–http://youtu.be/CXrpoCZAazg
https://www.ibm.com/it-infrastructure/services/client-centers

Email:
tpearson@us.ibm.com
Twitter:
twitter.com/az990tony
Blog:
ibm.co/Pearson
Books:
www.lulu.com/spotlight/990_tony
IBM Expert Network on Slideshare:
www.slideshare.net/az990tony
Facebook:
www.facebook.com/tony.pearson.16121
LinkedIn:
https://www.linkedin.com/in/az990tony
Additional Resources from Tony Pearson

This presentation uses the IBM Plex™ font
49
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Notices and disclaimers
50
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document may be reproduced or transmitted in any form without
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disclosure restricted by GSA ADP Schedule Contract with IBM.
§ Information in these presentations (including information relating to
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for accuracy as of the date of initial publication and could include
unintentional technical or typographical errors. IBM shall have no
responsibility to update this information. This document is distributed
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§ IBM products are manufactured from new parts or new and used parts.
In some cases, a product may not be new and may have been previously
installed. Regardless, our warranty terms apply.”
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plans are subject to change or withdrawal without notice.
§ Performance data contained herein was generally obtained in a
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§ Workshops, sessions and associated materials may have been
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