db2 tech talk puredata systems presentation.pdf
DESCRIPTION
DB2 Tech Talk PureData Systems PresentationTRANSCRIPT
-
2012 IBM Corporation
Formerly
1
Technical Tour of PureData Systems for Transactions and Operational Warehousing
James Cho, Architect IBM PureData Systems November 15, 2012
-
2012 IBM Corporation Need webcast troubleshooting help? Click attachments 2
DB2 Tech Talk series host and todays presenter: Serge Rielau
SQL Architect,
DB2 for Linux, UNIX, and Windows at IBM
Serges blog: www.sqltips4db2.com
1. Access the presentation for this Tech Talk:
bitly.com/ttfilenov
2. Next steps and troubleshooting guide:
click Attachments in this webcast window
A few details .
James Cho
Architect, PureData Systems
Todays technical presenter . . .
-
2012 IBM Corporation Need webcast troubleshooting help? Click attachments
Disclaimer
The information contained in this presentation is provided for informational purposes only.
While efforts were made to verify the completeness and accuracy of the information contained in this presentation, it is provided as is, without warranty of any kind, express or implied.
In addition, this information is based on IBMs current product plans and strategy, which are subject to change by IBM without notice.
IBM shall not be responsible for any damages arising out of the use of, or otherwise related to, this presentation or any other documentation.
Nothing contained in this presentation is intended to, or shall have the effect of:
Creating any warranty or representation from IBM (or its affiliates or its or their suppliers and/or licensors); or
Altering the terms and conditions of the applicable license agreement governing the use of IBM software.
Performance is based on measurements and projections using standard IBM benchmarks in a controlled environment. The actual throughput or performance that any user will experience will vary depending upon many factors, including considerations such as the amount of multiprogramming in the user's job stream, the I/O configuration, the storage configuration, and the workload processed. Therefore, no assurance can be given that an individual user will achieve results similar to those stated here.
3
-
2012 IBM Corporation
Agenda
IBM PureSystems Family Review
PureData
Database Architecture
PureData for Transactions
Product Offering
New Features
Simplified Experience Pure Console
PureData for Operational Analytics
Single Part number simplified building blocks
New Features and Enhancements
Simplified Experience Pure Console
Need webcast troubleshooting help? Click attachments 4
-
2012 IBM Corporation
Integration by Design
Deeply integrating and tuning hardware and software
Simplified Experience
Making every part of the IT lifecycle easier
IBMs family of expert integrated systems has expanded
Systems with integrated expertise and built for cloud
Built-in Expertise
Capturing and automating what experts do
Need webcast troubleshooting help? Click attachments 5
-
2012 IBM Corporation
PureSystems simplify each phase of the systems lifecycle
Streamlined:
Pre-integrated, pre-tested, ready to run
Optimized configurations with high availability
Single part to order
Accelerated:
System Up and running in hours
Easily deploy new application and data services
Rapidly replicate environments for development and test
Simplified:
Dynamically scale to meet changing demand
Automatic failover and high availability
Fully integrated management
Integrated:
Single support number
System level updates and upgrades
Simplified problem determination
Patterns of expertise
Need webcast troubleshooting help? Click attachments 6
-
2012 IBM Corporation
Infrastructure Application Platform Data Platform
New
IBM PureSystems Family How much flexibility, integration and workload optimization do you want out of the box?
New PureSystem with models optimized exclusively for data workloads
Integrated and optimized application platform Built on IBM middleware to accelerate deployment of your choice of applications
Integrated and optimized infrastructure with flexibility Runs your choice of applications and middleware
Integrated and optimized data platform Delivers high performance data services to transactional and analytics applications
Delivering application platform services
Delivering IT infrastructure services
Need webcast troubleshooting help? Click attachments 7
-
2012 IBM Corporation
Database services that handle
large volumes of transactions with
high availability, scalability and integrity
Data Warehouse services for
complex analytics and reporting
on data up to petabyte scale -
with minimal administration
Operational Warehouse services for
continuous ingest of operational data,
complex analytics, and a large volume
of concurrent operational queries
Different data workloads have different characteristics
System for Transactions
System for Analytics
System for Operational Analytics
powered by Netezza technology
Need webcast troubleshooting help? Click attachments 8
-
2012 IBM Corporation
Database Architectures Single, Shared Storage, Shared Nothing
Single Database View
Log
DB2
Log
DB2
Log
DB2
Part 1 Part 2 Part 3
SQL 1 SQL 1 SQL 1
SQL 1
DB2 InfoSphere Warehouse (aka DPF) Ideal for data warehousing with MPP scale out
for near linear scalability
PureData for Analytics
PureData for Operational Analytics
Log
DB2 DB2 DB2
Single Database View
DB2 pureScale Data Sharing Ideal for active/active OLTP/ERP
scale out
PureData for Transactions
Tran 1 Tran 2 Tran 3
Shared Data Access
DB2
Tran
Log
Database
Core DB2 Ideal for OLTP and
data marts
Pure Applications
Optimized for OLTP Optimized for Analytics
Need webcast troubleshooting help? Click attachments 9
-
2012 IBM Corporation
Scalable Transactional Database Analytics Data Warehouse Operational Data Warehouse
Real Time Fraud Detection Customer Analysis E-commerce
Specialized data systems deliver greater performance and efficiency
Transaction Processing Reporting and Analytics Operational Analytics
Random reads &
random updates
Many transactions
with narrow data scope
accessing the same database
Shared access to all data
Sequential reads &
sequential data loads
Analytics with broad data
scope, split into many parts
across
data partitions to run in
parallel
Partitioned data access
Random and sequential reads
& data loads + continuous
ingest
Analytics split into many
parts and narrow scope
operations,
all running in parallel
Partitioned data access
Need webcast troubleshooting help? Click attachments 10
-
2012 IBM Corporation
Todays Data Challenges Demand Transactional Performance and Efficiency
Data systems optimized for transactions
High performance and throughput
Efficient scalability - for traditional and cloud
environments
Simplicity - across development and operations
Need webcast troubleshooting help? Click attachments 11
-
2012 IBM Corporation
Uninterrupted access to data with consistent performance
PureData System - built-in expertise
Traditional systems
- build it yourself
In minutes, 1. Just specify database,
description and
topology pattern
Over several days/weeks: 1. Define High Availability topology
2. Configure HW/SW/Network
3. Set up storage pools
4. Install multiple operating systems
5. Install database instances
6. Set up primary and secondary
management systems
7. Set up database members
8. Set up backup processes
9. Test, tune, reconfigure
6-node database cluster
Simplified Experience
Need webcast troubleshooting help? Click attachments 12
-
2012 IBM Corporation
Automatic node recovery in seconds
Log
Shared Data
Log
Log
Log
CF CF
Design point is to maximize availability during failure recovery processing
When a database member fails, only in-flight data remains locked until
member recovery completes
In-flight = data being updated on the failed member at the time it
failed
Target time to row availability
-
2012 IBM Corporation
Deploy
Software application
Pattern Based Deployment Across Systems
HA Proxy
Caching
Server Database
Application
Server
HA Proxy
Application
Server
Caching
Server
Database
Need webcast troubleshooting help? Click attachments 14
-
2012 IBM Corporation
PureData System for Transactions
Full Rack Capabilities (Large)
384 processor cores More cores to optimize transactional performance
6.1 TB of memory
(DRAM) Allows more queries to execute entirely in-memory
19.2 TB of flash (SSD)
Allows placement of your most important
transactional database objects
on the fastest storage (48x400B)
128 TB of disk (HDD) High performance storage for todays growing data demands (144x900GB)
1,500,000 IOPS Provides sustained high performance transactional
throughput
Advanced Storage
Tiering
Automatically migrates most important data to the
fastest storage
Advanced Adaptive
Compression
up to 10x
Allows you to store more data in less space while
speeding queries
through reduced I/O transfers
High Speed
Interconnect
RDMA (Remote Direct Memory Access) for low latency
and near-linear scalability
Dual 10 GB network High speed redundant database connectivity speeds
application performance * Raw storage space
Need webcast troubleshooting help? Click attachments 15
-
2012 IBM Corporation
Configurations Small
Rack
Medium
Rack
Large
Full Rack
Compute Chassis 1 1 2
Blacktip ITEs
(16 cores per ITE)
6
12
24
Cores 96 192 384
Memory 1.5 TB 3.1 TB 6.1 TB
V7000 + Exp 2 4 8
User Capacity
Raw SSD Storage (400 GB
drives)
Raw HDD Storage (900 GB
drives)
18.6 TB
4.8 TB
32.4 TB
37.2 TB
9.6 TB
64.0 TB
74.4 TB
19.2 TB
128.0 TB
PureData System for Transactions
3 standard configurations to choose from Upgrade Upgrade
Need webcast troubleshooting help? Click attachments 16
-
2012 IBM Corporation
Database
Deploy Virtual Ap
plia
nce
Metadata
Application Server
Operating system
Vir
tua
l
Ap
pli
an
ce Metadata
Application Server
Operating system
Vir
tua
l
Ap
pli
an
ce Metadata
HTTP Server
Operating system Cluster
Topology
Consolidate more that 100 database servers
to a single system for
optimal resource efficiency
and easier administration
Optimize data compression with up to
10x storage space savings
Innovate faster by deploying
new databases in minutes
Accelerate deployment of new database
services in cloud environments
using patterns of expertise
Deploy
Capture your expertise in patterns
for consistent, reliable deployment
of critical database services
Pattern Based Database Deployment
Need webcast troubleshooting help? Click attachments 17
-
2012 IBM Corporation
Consistent IBM PureSystem console to manage all resources and workloads
Easy integration with data center monitoring tools and processes
Role-based security and tasks
Single point of contact for support
System firmware and OS updates applied with no planned downtime
Simplified Experience
Need webcast troubleshooting help? Click attachments 18
-
2012 IBM Corporation
PureData login page
Need webcast troubleshooting help? Click attachments 19
-
2012 IBM Corporation
Welcome page System Console
Need webcast troubleshooting help? Click attachments 20
-
2012 IBM Corporation
Welcome page Workload Console
Need webcast troubleshooting help? Click attachments 21
-
2012 IBM Corporation
Workload Management Pure Data for Transactions
Need webcast troubleshooting help? Click attachments 22
-
2012 IBM Corporation
Database Cluster Topology: Deploy
Need webcast troubleshooting help? Click attachments 23
-
2012 IBM Corporation
Database Cluster Topology: View
24 Need webcast troubleshooting help? Click attachments
-
2012 IBM Corporation
Manage a pS instance (con.)
Need webcast troubleshooting help? Click attachments 25
-
2012 IBM Corporation
User management
Need webcast troubleshooting help? Click attachments 26
-
2012 IBM Corporation
Manage a pS instance - users
Need webcast troubleshooting help? Click attachments 27
-
2012 IBM Corporation
Manage a pS instance - user groups
Need webcast troubleshooting help? Click attachments 28
-
2012 IBM Corporation
Create a new DB pattern
Need webcast troubleshooting help? Click attachments 29
-
2012 IBM Corporation
Database patterns
Need webcast troubleshooting help? Click attachments 30
-
2012 IBM Corporation
Deploy a DB from a DB pattern
Need webcast troubleshooting help? Click attachments 31
-
2012 IBM Corporation
Databases
Need webcast troubleshooting help? Click attachments 32
-
2012 IBM Corporation
Manage a Database
Need webcast troubleshooting help? Click attachments Need webcast troubleshooting help? Click attachments
33
-
2012 IBM Corporation
Manage a Database - backup
Need webcast troubleshooting help? Click attachments 34
-
2012 IBM Corporation
Manage a Database - storage
Need webcast troubleshooting help? Click attachments 35
-
2012 IBM Corporation
Manage a Database storage (con.)
Need webcast troubleshooting help? Click attachments 36
-
2012 IBM Corporation
Manage a Database - users
Need webcast troubleshooting help? Click attachments 37
-
2012 IBM Corporation
Manage a Database user groups
Need webcast troubleshooting help? Click attachments 38
-
2012 IBM Corporation
System Maintenance Sparta Data System for Transactions
Need webcast troubleshooting help? Click attachments 39
-
2012 IBM Corporation
Fix Pack Download
Need webcast troubleshooting help? Click attachments 40
-
2012 IBM Corporation
Fix Pack management
Need webcast troubleshooting help? Click attachments 41
-
2012 IBM Corporation
Error event log
Need webcast troubleshooting help? Click attachments 42
-
2012 IBM Corporation
Diagnostic levels
Need webcast troubleshooting help? Click attachments 43
-
2012 IBM Corporation
A closer look at PureData System for Operational Analytics
Need webcast troubleshooting help? Click attachments 44
-
2012 IBM Corporation
10-100x faster than traditional custom systems4
20x greater concurrency and throughput for tactical queries than previous Netezza technology5
Pattern based database deployment in minutes, not hours1
Handles more than 100 databases on 1 system2
IBM PureData System
Continuous ingest of operation data
Handles 1000+ concurrent operational queries3
Up to 10x storage savings with adaptive compression6
System for Transactions
System for Analytics
System for Operational Analytics
powered by Netezza technology
1. Based on IBM internal tests and system design for normal operation under expected typical workload. Individual results may vary. 2. Based on one large configuration 3. Based on IBM internal tests of prior generation system, and on system design for normal operations under expected typical workload. Individual results may vary. 4. Based on IBM customers' reported results. "Traditional custom systems" refers to systems that are not professionally pre-built, pre-tested and optimized. Individual results may vary. 5. Based on IBM internal performance benchmarking 6. Based on client testing is the DB2 10 Early Access Program
Need webcast troubleshooting help? Click attachments 45
-
2012 IBM Corporation
Embedded 7710 Single box solution scales down as well as up oThe starting building block for 7700 scalable
Consolidated GUI Console significantly improved operational experience oSingle pane of glass oAlerts for all HW/SW components oMaintenance for all firmware/software cluster wide oIntegrated OPM application management
Enhanced availability fewer components, reduced outage time oIntegrated Backup leveraging 900 GB HDD oRoving Standby, Hot swap SSD o56x fewer managed resources; 1/3rd fewer relationships
Enhanced next generation SSD and enclosure oDense (1U) Dual Controller SSD enclosure oRAID-5 at high IOPS and bandwidth
Higher Density simpler manufacturing, shipment, service oOne HA group per rack: no FC cables cross racks oP730 2U server: the rack space oDense SSD enclosure, Double Dense IO cards
Higher I/O Bandwidth high ingest capability, high scaling o40 Gbps etherchannel interconnect o64 Gbps FC storage bandwidth
New Software Stack DB210 capabilities oAIX 7.1 + DB2 10
IBM PureData System for Operational Analytics New Features
Need webcast troubleshooting help? Click attachments 46
-
2012 IBM Corporation
PureData for Operational Analytics Building Blocks
Server Nodes IBM 8205-E6C
IBM 8231-E2C
Storage IBM SSD 5888
IBM V7 2076-124
IBM V7 2076-224
Ethernet
Switches IBM 1G 1455-64C
IBM 10G 1455-48E
SAN switches
SAN48B-5
HMC
7042-CR6
Figures are not to scale
1 U2 U3 U4 U5 U6 U7 U8 U9 U10U11U12U13U14U15U16U17U18U19U20U21U22U23U24U25U26U27U28U29U30U31U32U33U34U35U36U37U38U39U40U41U42U
PD
U
PD
UP
DU
PD
U
Cable ingress / egress
Cable ingress / egress
HMC 1
HMC 2Keyboard/Monitor/KVM
Switch Pwr Cord Routing
Filler panels
Cable Ingress / Egress
Cable Ingress / Egress
Foundation Server740_2
SSD Enclosure 2
10G Enet SW 10G Enet SW 2
1G Enet SW 3
1G Enet SW 4
10G Enet SW 3
10G Enet SW 4
10G Enet SW 1
Document Drawer
1G Enet SW 1
1G Enet SW 2
SAN Switch 2
SAN Switch 1
Storage Controller 1
SSD Enclosure 1
Storage Expansion 2
Storage Expansion 1
Foundation Standby740_1
Filler panels
1 U2 U3 U4 U5 U6 U7 U8 U9 U10U11U12U13U14U15U16U17U18U19U20U21U22U23U24U25U26U27U28U29U30U31U32U33U34U35U36U37U38U39U40U41U42U
Filler panels
PD
U
PD
UP
DU
PD
U
Cable ingress / egress
Cable ingress / egress
Data Server730_2
Storage Controller_2
SSD Enclosure_1
Storage Expansion_2
Storage Expansion_1
SSD Enclosure_2
Data Standby730_1
Storage Controller_1
Data Server730_3
Storage Controller_4
Storage Expansion_4
Storage Expansion_3
SSD Enclosure_3
Storage Controller_3
Data Server730_4
Storage Controller_6
Storage Expansion_6
Storage Expansion_5
SSD Enclosure_4
Storage Controller_5
Switch Pwr Cord Routing
Cable Ingress / Egress
Cable Ingress / Egress
SAN Switch 1
SAN Switch 2
XL Foundation Rack Data Rack (s)
Capacity
Add-on
Data Racks
Data
Module 1
Data
Module 2
Data
Module 3
Roving
Standby
Module
Foundation
Modules
Need webcast troubleshooting help? Click attachments 47
-
2012 IBM Corporation
Operational Analytics Configuration Sizes
Size System MTM Modules
Primary
Data (TB)
Backup
Cold Data
(TB)
Comments Foundation Data
XS A1791-01 8279-A01 1 0 10.8 21.6 0.5D
S A1791-02 8279-A02 1 1 32.4 64.8 1.5D
M A1791-03 8279-A03 1 2 54.0 108.0 2.5D
L A1791-04 8279-A04 1 3+ 75.6 151.2
3.5 to 9.5D
(add up to 2 full add-on
racks AD3)
XL A1791-X4 8279-A05 1 +
switches 3+ 75.6 151.2
3.5 to 18.5D
(add up to 5 full add-on
racks AD3)
Add-on
data 1 A1791-E1 8279-AD1 n/a 1 21.6 43.2 1D
Add-on
data 2 A1791-E2d 8279-AD2 n/a 2 43.2 86.4 2D
Add-on
data 3 A1791-E3 8279-AD3 n/a 3 64.8 129.6
3D
full rack
Capacity per data module (foundation module has half) 21.6 TB Primary Hot Active data 43.2 TB free space (for backups, cold data, etc.)
Need webcast troubleshooting help? Click attachments 48
-
2012 IBM Corporation
PureData System for Operational Analytics System Console
Provide Easy to Use, Common interfaces for management of Pure System Family
Unified Appliance UI
Alerting via SNMP & Email (Single System Software Status,
Hardware)
Platform Monitoring (Hardware and non workload
specific)
Maintenance Wizard (Launch point integration)
User Authentication (For console roles/access only)
Workload Monitoring OPM (SSO, Debranding, LIC)
License Acceptance On initial interface access
System Console
Management
Monitoring
Maintenance
Need webcast troubleshooting help? Click attachments 49
-
2012 IBM Corporation
Simplified maintenance with pre-integrated fixes
Single point of contact for support
Automated updates for faster maintenance
All hardware firmware and OS software patches integrated
and tested together at the
factory
Need webcast troubleshooting help? Click attachments 50
-
2012 IBM Corporation Need webcast troubleshooting help? Click attachments 51
-
2012 IBM Corporation Need webcast troubleshooting help? Click attachments 52
-
2012 IBM Corporation Need webcast troubleshooting help? Click attachments 53
-
2012 IBM Corporation
Enhanced Information Center
Information is organized according to topic area and operational lifecycle
Overview, Planning, Getting Started, Operational Tasks, Advanced Tasks,
Troubleshooting, Reference
Each section has further detail, and links to relevant information
Easily searchable within the Information Center
Easily searchable from any search engine
Ability for users to enter comments on topics and participate in
discussions
Need webcast troubleshooting help? Click attachments 54
-
2012 IBM Corporation
Information Center Sample comment
Need webcast troubleshooting help? Click attachments 55
-
2012 IBM Corporation
HA tools
hareset
Soft reset will bring the domain to a base state
Clear failed, stuck, pending states - remove resource group requests across entire configuration
Rebuild HA configuration completely
drop the domain, create domain, create all resources/groups/relationships/equivs etc.
hachkconfig
Detect and repair resource model problems
Detect OS configuration issues that impact HA and alert
Can be run automatically or manually
Need webcast troubleshooting help? Click attachments 56
-
2012 IBM Corporation
High Availability Configuration
Nodes are grouped into HA groups consisting of 4 servers where 3 are active
Each and every server can access the storage of all other servers in its group
One failure per HA group is supported.
No performance hit when running in failover
Failback is NOT required after failed node is repaired
Passive Node
Active Node
Active Node
Failover
Active Node
Failover Failover
Active Node
Active Node
Active Node
Failover
Passive Node
Failover Failover
Need webcast troubleshooting help? Click attachments 57
-
2012 IBM Corporation 58
Improved
Cost Efficiencies
Real-time
Operational Analytics
Improved Productivity
and Manageability
Clients have experienced cases of 10x storage space
savings via Adaptive
Compression
Multi-Temperature data management provides
improved efficiencies and
performance
Integrated and simplified system monitoring and maintenance
Simplified support for multi-tenant operational warehouses
Row and Column access controls to support multiple tenant operational
warehouses
Faster, more accurate decision making with real-
time operational analytics
Continuous Ingest of data
Built-In Time Travel query enabling faster historical and
trend analytical queries
DB2 10 Key Technology Improved efficiencies, performance and Manageability
Need webcast troubleshooting help? Click attachments
-
2012 IBM Corporation
Multiple Instances of at least 3x Faster Query Performance*
Multi-core parallelism enhancements
Performance improvements for:
Queries over star schemas
Queries with joins and sorts
Queries with aggregation
Hash joins
Higher performance
Up to 35% faster out-of-the-box performance
Multiple instances of at least 3x faster when using new features *
* Based on both external tests by partners, as well as internal tests of IBM DB2 9.7 FP3 vs. DB2 10.1 with new compression features on P6-550 systems with
comparable specifications using data warehouse / decision support workloads, as of 29 Mar 2012.
IBM and Intel have collaborated over a decade to optimize DB2 performance with Intel Parallel Studio 2011, software development suite on Intel Xeon processors. We are excited to see a ~10x improvement in query processing performance using DB2 10 over the previous DB2 version, running on IBM System x3850 using Intel Xeon Processor E7. Customers can now realize dramatically greater performance boost at
lower cost per query running IBM DB2 10 on servers powered by Intel Xeon processors. Pauline Nist, GM Software Strategies, Intels Datacenter & Connected Systems Group
Need webcast troubleshooting help? Click attachments 59
-
2012 IBM Corporation 60
Save time and cost Reduce Storage Requirements
Database Compression: Clients have experienced cases of 10x storage space savings
Backup Compression: Shrink backup and disaster recovery storage
Improved Performance
Workloads run against compressed data result in performance improvements
Significantly reduces I/O requirements to process queries
Reduce Costs
Less storage hardware,
Smaller footprint
reduced power consumption
Advanced row compression technique with two compression dictionary levels:
table-level
page-level
Improves compression as data changes
Adaptive compression
Need webcast troubleshooting help? Click attachments
-
2012 IBM Corporation
Your Feedback is Important!
Access SmartSite to complete your session surveys
Any web or mobile browser at iodsmartsite.com
Any SmartSite kiosk onsite
Each completed session survey increases your chance to win an Apple TV with daily drawing sponsored by
Alliance Tech
Need webcast troubleshooting help? Click attachments 61
-
2012 IBM Corporation 62
Visit the PureData Systems Web page
bit.ly/pure_data
Read the materials
PureData Systems White Paper: The Big Data Zoo Taming the Beast ibm.co/TDl9sV
Read the data sheet ibm.co/TDlhsh
Watch IBM developerWorks for additional content at ibm.com/developerworks/data
Take the Test Drive ibm.co/RVYaeI
Connect with the community!
Information Management bit.ly/InfoMgmtCommunity
Business Analytics bit.ly/AnalyticsCommunity
Enterprise Content Management bit.ly/ECMCommunity
IBM Champions ibm.com/champion Recognizing individuals who have made the most outstanding contributions to Information Management, Business Analytics, and Enterprise Content Management communities
DB2 Tech Talk: Next Steps Roadmap: PureData Systems
Reference
Call IBM to schedule a demo or learn more
1 800 966-9875 (U.S) 1-888-746-7426 (Canada) 1800-425-3333 (India) Or visit http://www.ibm.com/planetwide/ for contact information worldwide
Information Management
Tech forums on developerWorks
ibm.co/ZEt7Yw
Serge Rielau SQL Tips Blog:
www.sqltips4db2.com
Step Three
Step Two
Step One
Step Four
Need webcast troubleshooting help? Click attachments
-
2012 IBM Corporation 63 63
Upcoming Tech Talks Dont miss these in-depth DB2 10.1 feature talks!
Row and Column Access Control (RCAC) in DB2 10 and InfoSphere Warehouse 10
Walid Rjaibi, IM Data Security Chief Architect
December 12, 2012
Reg: bit.ly/tt2012dec
Stay Tuned for the 2013 schedule!
Dates and topics subject to change and modification.
How to register :
DB2 Tech Talks web site
Need webcast troubleshooting help? Click attachments
-
2012 IBM Corporation 64
Questions
Listening in replay?
Questions: www.sqltips4db2.com
Click submit a question.
Need webcast troubleshooting help? Click attachments
-
2012 IBM Corporation 65
Thanks for attending!
Please rate the session
Presentation download: bitly.com/ttfilenov
Next Steps document: click the attachments button
Need webcast troubleshooting help? Click attachments