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Cloud architecture and
                    deployment: The Kognitio
                                    checklist

20 September 2012
Question




                 JUST THE
  IS THE CLOUD   LATEST
                 BUSINESS
                 COUTURE?



      BI           Process
                 outsourcing
Answer: Well, Yes…..But…


            ASP model of the 1990’s




                                        Established
              Managed Services


         Business Process Outsourcing

                     SaaS




                                          Newish/ig
                Virtualisations

                  Flexibility
The DB traditional performance management
model
                                                                                      High
   Cost + Capacity                  Complexity and demand of
    (Demand & Supply)               Business intelligence




                                                               Growing Data Volumes
        Develop & Manage + Capacity = Cost




   Cost of Data
   Environment




                                                               System Performance
                                                                                      Low

                                                               Time
Cost and risk aligned with need and budget
                                                                                              High
   Cost + Capacity                        Complexity and demand of
                                                                               Growing Data
                                                                                 Volumes
    (Demand & Supply)                     Business intelligence




   Low Cost Data Environment Increments




                                                                     Performance aligned to
                                                                     incremental growth
                                                                                              Low

                                                                           Time
If these are the drivers, what must we check?




                         CIO Research Center
Let’s start with a definition




  Cloud Computing: Cloud computing is a model for enabling openly
  available, convenient, on-demand network access to a shared pool of
  configurable computing resources (e.g., networks, servers, storage,
  applications, and services) that can be rapidly provisioned and released with
  minimal management effort or service provider interaction.
                                   U.S.
                                   Government's National Institute of Standards and Technology
Cloud Types
Cloud Service Types

  Software as a Service (SaaS): Application only – Salesforce.com
•  Platform as a Service (PaaS): Applications provided on a
   preconfigured hardware and configured by customer –
   Kognitio, Engineyard, SAAVIS


                            Database Systems

                    Portal Products              Testing

                Business Process
                Management
                                   PaaS             Backup &
                                                    Recovery

                                                        State
                  Integration       Network       management
                  tools             Management
•  Infrastructure as a Service (IaaS): The consumer uses
   "fundamental computing resources" such as processing
   power, storage, networking components. AWS, SAVVIS



                                 Switching
                 Servers              Virtualisation

                             IaaS
                Virtualisation
                                 Networks
My Scope


                                                          Lot’s
                                                                  of e
                                                                         xper
                                                                             ienc
                                                                                 e
                       Database Systems

               Portal Products              Testing

           Business Process
           Management
                              PaaS             Backup &
                                               Recovery

                                                   State
             Integration       Network       management
             tools             Management
Kognitio’s qualifications: Cloud Customers
Kognitio’s Cloud Service



       Customer




                  Webs Site


                                                BI App.
                   Volume     Location   Time
                                                 store




              Private Cloud                     Public Cloud
What the client’s buy : High performance analytical
platforms


      Data moved into          Many CPU cores               Queries run directly
    high speed memory          Shared-nothing             against data in memory

                            Very high performance
                        Handles any analytical workload




                                                  CPUs
         Server 1

                                 RAM merged       CPUs
         Server 2                  together
                                    across
                                 servers into a
                                 shared fabric    CPUs
         Server 3


         Server 4                                 CPUs
Made possible by the collapse of in Memory
costs

                                          RAM $/TByte (10 Years)
  $400.000

                $367.002
  $350.000


  $300.000
                                                              Costs have/are falling

  $250.000


  $200.000                $202.375
                                                                                                         RAM $/TByte

  $150.000                                  $156.238
                    $135.266

  $100.000
                                                              $85.983
                                      $76.546
   $50.000
                                                                        $40.894
                                                                                           $22.020
        $-
             2002     2003     2004    2005     2006   2007
                                                                  $18.874
                                                                 2008      2009   2010   2011   2012
                                                                                                     $5.138



Source: Feb, 2012, John C. McCallum
The Check List: For Database services
•  What do you NEED to achieve
•  What are the benefits you want from Cloud v in house
     –  In house V outsource
     –  Pricing Options
     –  Contract terms v price
•  Security Levels:
     –  “Collected data should be kept secure from abuse”    EE Data Protection Directive



     –  Managing Security – Buying services/responsibility
     –  How can you put the data in the cloud (Hipaa)
•  Availability
     –  Volume
     –  Flexibility - Scaling
     –  User Base and workload
     –  Service Levels/ Responsibility
     –  Application integration/System Integration
If these are the drivers, what must we check?




                         CIO Research Center
The question: Which component
                                      Operational database                                           Computer/                 Automated
                                                                                                     Telephony                 Call Delivery
                                                                                                     Integration
                                                                                    Branch
                                                    Operational
                                                     Reporting                                                                  Interactive
                                                                                     Transactional                            Voice Response
                                                                                       Database
                                                                                                                                                      Correspondent
          Product                                                                    Agent
          systems                                                                   Platform/
                                                                  Operational
                           Operational                            Data staging     Co-browsing
                           Data Store                                                                                           PSTN
                                                                                  Transactional




                                                                                                      Web Content
        Other op’s
        Systems
                                                                                    database
                                                   Risk
                                                Management/            Decision    Contact
 Business                                        Decisions              Engine                                                            Cookies
Intelligence                                                                       centre
 Reporting                                                                                                                                     Tags

                                                  Analysis           Campaign
                                         Data
                                                 Application        Management


               Analytical Data                                                                         Delivery Environment
                                       Scores
                 Platform                         Marketing
                                                  Analysis/                                                         Telephone
                                                  Decisions                         Campaign
                                                                                                                outbound campaigns

                         Customer/event flags
                                                                                    Campaign                           Mail
                        Analytical Database
                          Campaign Data
What do you need it for
                                                                                                      Application Processing
                                                       •         Common solutions in IaaS,
                                                                 SaaS
                                                       •         High transactions volumes
                                                       •         OLTP
                                                       •         Need response, flexibility,
                                                                 management, capacity
                                                       •         Dynamically expanding and
Real Time Reporting                                              contracting user community

                      •    Common solutions in PaaS,
                           SaaS (Microstrategy
                      •    High transactions volumes
                      •    SMP/MPP
                      •    Processing dependent,
                           management, capacity
                      •    Large User Community                                                    Analytical batch Processing
                                                            •     Solved through PaaS, SaaS
                                                            •     Mid/Large batch data volumes
                                                            •     Off line analytical processing
                                                                  (MPP/SMP)
                                                            •     Need speed, complexity
                                                                  management, capacity

                                                            •     Smaller user community
BIG DATA – More in it



                        Transactions
                                        Business
                                       Operations




                          Contact
What is the anticipated workload
                                                                     Campaign            Self learning
                                                    Behaviour       Management            algorithms
Analytical Complexity




                                                    modelling

                                      Statistical
                                      Analysis                                                   Dynamic
                                                                                                 Content

                           Process
                          Reporting                                        On-Line Fraud
                                                                             detection
                                                       Clustering




                                                                                 Technology/Automation
                        Analytical Platform as a Service
What is the User Community




Impact on process capacity

•  Demand Spikes

•  Complex Queries

•  Scheduled Capacity

•  Volume of users
Cost and Trade Off
•  What are the benefits you want from Cloud v in house
    –  In house V outsource
    –  Pricing Options
    –  Contract terms v price
Pricing Option Trade Off’s

       In-House v Outsource-

1	
  =	
  No	
  Cost	
  10=High	
  Cost
                                          In	
  House        Outsource    Comment

SLA	
  Control                                           5            5 Premiums	
  for	
  higher	
  SLA's	
  in	
  Outsource,	
  Shared	
  Service	
  cost
Capex	
  Budget                                         10            3 Outsource	
  No	
  Capex	
  options	
  available
                                                                        Flexibile	
  per	
  usage	
  models	
  allow	
  budget	
  control.	
  SAAVIS	
  and	
  
Budget	
  Control                                       8             6 AWS	
  both	
  offer	
  good	
  but	
  different	
  solutions
                                                                        In	
  House	
  tend	
  to	
  have	
  faster,	
  focused	
  performance	
  control,	
  
Performance	
  Control                                  4             6 Private	
  Cloud	
  is	
  best	
  if	
  this	
  is	
  a	
  priority
                                                                        Shared	
  resources	
  and	
  system	
  performance	
  management	
  is	
  a	
  
System	
  Management	
  Costs                            8            6 key	
  benefit	
  of	
  cloud
System	
  Maintenance	
  responsibility                 10            4 The	
  key	
  advantage	
  of	
  Outsource	
  models
                                                                        PaaS	
  Outsource	
  include	
  charges	
  for	
  maintenance	
  and	
  
Software	
  Maintenance                                 10            7 upgrade	
  using	
  shared	
  resources
                                                                        Integrated	
  architectures	
  are	
  pre	
  constructed	
  requirinf	
  only	
  
Implementation	
  Costs                                 10            3 confirguration	
  in	
  the	
  	
  outsource	
  model
Total	
  Cost	
  Score                                  65           40 About	
  38%	
  improvement	
  if	
  you	
  optimised	
  the	
  benefits
Pricing Option Trade Off
  Public V Private
Cost savings
•  Considerations:
    –  Long term v Short term costs in the cloud
    –  Trade off of savings v functionality
    –  Total Cost of Ownership – Management, Skills, Hardware,
       Applications, Networks
    –  Create you measure of success
    –  Target your improvement goal and buy components and
       services to support it
Security

•  Security Levels:
    –  “Collected data should be kept secure from abuse” EE
       Data Protection Directive
   –  Managing Security – Buying services/responsibility
   –  How can you put the data in the cloud (Hipaa)
Security


           It’s an emotional issue
The fear


           Unauthorised access
            Data theft
              Rogue user abuse
                Data in transit
                   Physical Security
Investment in Cloud Security




       Tier 3 dataAccess Control
       VPN/SSH centres
        Encryption
       Monitoring Systems




                                   Some good examples
                                   http://aws.amazon.com/security/

                                   http://www.rackspace.co.uk/managed-hosting/business-need/
                                   security-compliance/
Security service options

            Client
            monitoring

                     File          RootAdmin        SysAdmin
                     Encryption    Monitoring      SSH/FixedIP


              Data                                  CPUs




                                                           X
                                                            Deploymentmin
                                                             Server Farm
              Data                RAM merged        CPUs
                                    together
                                     across
                                  servers into a
              Data                shared fabric     CPUs



              Data                                  CPUs



              VPN/                 SysAdmin        LinuxAdmin
              PGP                 User Privileges Manage S’ware
Planning for use

•  Availability

    –  Volume

    –  Flexibility - Scaling

    –  User Base and workload

    –  Service Levels/ Responsibility

    –  Application integration/System Integration
Volume management

                       •  Manage to Demand

TB
                       •  Understand Usage pattern

                       •  Purchase capacity for storage
                          & Processing Separately.


          Month




                  TB




                              Hour
Manage Analytical Platform System to Demand
                Persistent
                Data Store   RAM Servers

                                           •    Store Increasing
                                                Data

                                           •    Flexible, granular
         Data                                   views of any data
Source
                                           •    Use RAM capacity
         Data                                   according to
                                                demand

                                           •    Drop and Pin Data
         Data                                   in RAM

                                           •    Valuable RAM is
         Data                                   controllable

                                           •    Cheap Disk allows
                             Data Views/        you to lose nothing
                             Queries

                SSD/Disk
Near real time/Real time
Public Cloud



Can you create
persistent data layers
independent from
processing?

Can you switch data
between operational
schemas within one DB
installation?

Can you flex hardware
scale to scheduled
demand patterns?
Manage and re-configure for capacity
                                          Kognitio Appliance: Industry Standard Hardware
                                                                                                                  Applicatio
                                                                                                                  n Source
                                                                                                                    data



           Single Capacity, Multi-Use Kognitio Licence                                             Analytics
Analysis                                          Single DB instance      Single DB instance      Application
             Single DB instance
       Product &                                                                                   Reporting
        Service                                      Sandpit 1                                    Application
                        Contact History                                     Development
       Catalogue
                           & Quota
        Loyalty                                                       Test &                     Geo Location
      Management                                                                                Management App
                                                                   Development
                                                  Single DB instance
      Geo Location
      Info Service                                                         Single DB instance    Development/
                         Permissions                 Sandpit 2
                          Database                                                               Test interface
       Inventory
      Management
               Dynamic platform
       Repository
                                                                                                     ETL 1
           Device management
                                                                                 Test
                                                                                 Test
       Catalogue
                                                                                                Applications
        Offer and                                                                                    ETL 2
         Assets                   Data Analytics Database
       Repository
                                                                               System
                                                                           management &
      B2 Customer                                                          Data Staging for          ETL 3
       data Store                                                           Import/ Export
                                                                   Capacity
                                                                  Management                      Export to
                                                                                                 application
                                                                                                    data
Private/Hybrid Cloud



•  Partition the system
   to support differing
   workloads within one
   DB installation

•  Support Mass
   reporting and data
   mining from one
   platform
A sample solution
                Data
                                                                 Service & Access requirements
                                                                                                              Kognitio Service Support

 Client/ Prospect
                                           ASP DB                    SFTP/other media Data Load
     Fixed IP
                                            Team
  Report/
   Query                                                              Access /Service Config. Management
Requests                         Client Direct Interface
                                                                                                       Firewall
            Client                                         Results
            Internet Interface
                                      Internet

                                                                           Direct
                                                                         Interface



                                                                                                           Client 1           Client 3
            Kognitio Cloud app store                                                 Source data




                                                                                        Tools              Client 2           Client 4

                                                                        Application Server
                                                                                                           Cloud Servers (Public or private)
The Check List: For Database services
•  What do you NEED to achieve
•  What are the benefits you want from Cloud v in house
     –  In house V outsource
     –  Pricing Options
     –  Contract terms v price
•  Security Levels:
     –  “Collected data should be kept secure from abuse”    EE Data Protection Directive



     –  Managing Security – Buying services/responsibility
     –  How can you put the data in the cloud (Hipaa)
•  Availability
     –  Volume
     –  Flexibility - Scaling
     –  User Base and workload
     –  Service Levels/ Responsibility
     –  Application integration/System Integration
Thank you




Nigel Sanctuary
VP Propositions
nigel.sanctuary@kognitio.com

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Cloud architecture and deployment: The Kognitio checklist, Nigel Sanctuary, Kognitio

  • 1. Cloud architecture and deployment: The Kognitio checklist 20 September 2012
  • 2. Question JUST THE IS THE CLOUD LATEST BUSINESS COUTURE? BI Process outsourcing
  • 3. Answer: Well, Yes…..But… ASP model of the 1990’s Established Managed Services Business Process Outsourcing SaaS Newish/ig Virtualisations Flexibility
  • 4. The DB traditional performance management model High Cost + Capacity Complexity and demand of (Demand & Supply) Business intelligence Growing Data Volumes Develop & Manage + Capacity = Cost Cost of Data Environment System Performance Low Time
  • 5. Cost and risk aligned with need and budget High Cost + Capacity Complexity and demand of Growing Data Volumes (Demand & Supply) Business intelligence Low Cost Data Environment Increments Performance aligned to incremental growth Low Time
  • 6. If these are the drivers, what must we check? CIO Research Center
  • 7. Let’s start with a definition Cloud Computing: Cloud computing is a model for enabling openly available, convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications, and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. U.S. Government's National Institute of Standards and Technology
  • 9. Cloud Service Types Software as a Service (SaaS): Application only – Salesforce.com
  • 10. •  Platform as a Service (PaaS): Applications provided on a preconfigured hardware and configured by customer – Kognitio, Engineyard, SAAVIS Database Systems Portal Products Testing Business Process Management PaaS Backup & Recovery State Integration Network management tools Management
  • 11. •  Infrastructure as a Service (IaaS): The consumer uses "fundamental computing resources" such as processing power, storage, networking components. AWS, SAVVIS Switching Servers Virtualisation IaaS Virtualisation Networks
  • 12. My Scope Lot’s of e xper ienc e Database Systems Portal Products Testing Business Process Management PaaS Backup & Recovery State Integration Network management tools Management
  • 14. Kognitio’s Cloud Service Customer Webs Site BI App. Volume Location Time store Private Cloud Public Cloud
  • 15. What the client’s buy : High performance analytical platforms Data moved into Many CPU cores Queries run directly high speed memory Shared-nothing against data in memory Very high performance Handles any analytical workload CPUs Server 1 RAM merged CPUs Server 2 together across servers into a shared fabric CPUs Server 3 Server 4 CPUs
  • 16. Made possible by the collapse of in Memory costs RAM $/TByte (10 Years) $400.000 $367.002 $350.000 $300.000 Costs have/are falling $250.000 $200.000 $202.375 RAM $/TByte $150.000 $156.238 $135.266 $100.000 $85.983 $76.546 $50.000 $40.894 $22.020 $- 2002 2003 2004 2005 2006 2007 $18.874 2008 2009 2010 2011 2012 $5.138 Source: Feb, 2012, John C. McCallum
  • 17. The Check List: For Database services •  What do you NEED to achieve •  What are the benefits you want from Cloud v in house –  In house V outsource –  Pricing Options –  Contract terms v price •  Security Levels: –  “Collected data should be kept secure from abuse” EE Data Protection Directive –  Managing Security – Buying services/responsibility –  How can you put the data in the cloud (Hipaa) •  Availability –  Volume –  Flexibility - Scaling –  User Base and workload –  Service Levels/ Responsibility –  Application integration/System Integration
  • 18. If these are the drivers, what must we check? CIO Research Center
  • 19. The question: Which component Operational database Computer/ Automated Telephony Call Delivery Integration Branch Operational Reporting Interactive Transactional Voice Response Database Correspondent Product Agent systems Platform/ Operational Operational Data staging Co-browsing Data Store PSTN Transactional Web Content Other op’s Systems database Risk Management/ Decision Contact Business Decisions Engine Cookies Intelligence centre Reporting Tags Analysis Campaign Data Application Management Analytical Data Delivery Environment Scores Platform Marketing Analysis/ Telephone Decisions Campaign outbound campaigns Customer/event flags Campaign Mail Analytical Database Campaign Data
  • 20. What do you need it for Application Processing •  Common solutions in IaaS, SaaS •  High transactions volumes •  OLTP •  Need response, flexibility, management, capacity •  Dynamically expanding and Real Time Reporting contracting user community •  Common solutions in PaaS, SaaS (Microstrategy •  High transactions volumes •  SMP/MPP •  Processing dependent, management, capacity •  Large User Community Analytical batch Processing •  Solved through PaaS, SaaS •  Mid/Large batch data volumes •  Off line analytical processing (MPP/SMP) •  Need speed, complexity management, capacity •  Smaller user community
  • 21. BIG DATA – More in it Transactions Business Operations Contact
  • 22. What is the anticipated workload Campaign Self learning Behaviour Management algorithms Analytical Complexity modelling Statistical Analysis Dynamic Content Process Reporting On-Line Fraud detection Clustering Technology/Automation Analytical Platform as a Service
  • 23. What is the User Community Impact on process capacity •  Demand Spikes •  Complex Queries •  Scheduled Capacity •  Volume of users
  • 24. Cost and Trade Off •  What are the benefits you want from Cloud v in house –  In house V outsource –  Pricing Options –  Contract terms v price
  • 25. Pricing Option Trade Off’s In-House v Outsource- 1  =  No  Cost  10=High  Cost In  House Outsource Comment SLA  Control 5 5 Premiums  for  higher  SLA's  in  Outsource,  Shared  Service  cost Capex  Budget 10 3 Outsource  No  Capex  options  available Flexibile  per  usage  models  allow  budget  control.  SAAVIS  and   Budget  Control 8 6 AWS  both  offer  good  but  different  solutions In  House  tend  to  have  faster,  focused  performance  control,   Performance  Control 4 6 Private  Cloud  is  best  if  this  is  a  priority Shared  resources  and  system  performance  management  is  a   System  Management  Costs 8 6 key  benefit  of  cloud System  Maintenance  responsibility 10 4 The  key  advantage  of  Outsource  models PaaS  Outsource  include  charges  for  maintenance  and   Software  Maintenance 10 7 upgrade  using  shared  resources Integrated  architectures  are  pre  constructed  requirinf  only   Implementation  Costs 10 3 confirguration  in  the    outsource  model Total  Cost  Score 65 40 About  38%  improvement  if  you  optimised  the  benefits
  • 26. Pricing Option Trade Off Public V Private
  • 27. Cost savings •  Considerations: –  Long term v Short term costs in the cloud –  Trade off of savings v functionality –  Total Cost of Ownership – Management, Skills, Hardware, Applications, Networks –  Create you measure of success –  Target your improvement goal and buy components and services to support it
  • 28. Security •  Security Levels: –  “Collected data should be kept secure from abuse” EE Data Protection Directive –  Managing Security – Buying services/responsibility –  How can you put the data in the cloud (Hipaa)
  • 29. Security It’s an emotional issue
  • 30. The fear Unauthorised access Data theft Rogue user abuse Data in transit Physical Security
  • 31. Investment in Cloud Security Tier 3 dataAccess Control VPN/SSH centres Encryption Monitoring Systems Some good examples http://aws.amazon.com/security/ http://www.rackspace.co.uk/managed-hosting/business-need/ security-compliance/
  • 32. Security service options Client monitoring File RootAdmin SysAdmin Encryption Monitoring SSH/FixedIP Data CPUs X Deploymentmin Server Farm Data RAM merged CPUs together across servers into a Data shared fabric CPUs Data CPUs VPN/ SysAdmin LinuxAdmin PGP User Privileges Manage S’ware
  • 33. Planning for use •  Availability –  Volume –  Flexibility - Scaling –  User Base and workload –  Service Levels/ Responsibility –  Application integration/System Integration
  • 34. Volume management •  Manage to Demand TB •  Understand Usage pattern •  Purchase capacity for storage & Processing Separately. Month TB Hour
  • 35. Manage Analytical Platform System to Demand Persistent Data Store RAM Servers •  Store Increasing Data •  Flexible, granular Data views of any data Source •  Use RAM capacity Data according to demand •  Drop and Pin Data Data in RAM •  Valuable RAM is Data controllable •  Cheap Disk allows Data Views/ you to lose nothing Queries SSD/Disk
  • 37. Public Cloud Can you create persistent data layers independent from processing? Can you switch data between operational schemas within one DB installation? Can you flex hardware scale to scheduled demand patterns?
  • 38. Manage and re-configure for capacity Kognitio Appliance: Industry Standard Hardware Applicatio n Source data Single Capacity, Multi-Use Kognitio Licence Analytics Analysis Single DB instance Single DB instance Application Single DB instance Product & Reporting Service Sandpit 1 Application Contact History Development Catalogue & Quota Loyalty Test & Geo Location Management Management App Development Single DB instance Geo Location Info Service Single DB instance Development/ Permissions Sandpit 2 Database Test interface Inventory Management Dynamic platform Repository ETL 1 Device management Test Test Catalogue Applications Offer and ETL 2 Assets Data Analytics Database Repository System management & B2 Customer Data Staging for ETL 3 data Store Import/ Export Capacity Management Export to application data
  • 39. Private/Hybrid Cloud •  Partition the system to support differing workloads within one DB installation •  Support Mass reporting and data mining from one platform
  • 40. A sample solution Data Service & Access requirements Kognitio Service Support Client/ Prospect ASP DB SFTP/other media Data Load Fixed IP Team Report/ Query Access /Service Config. Management Requests Client Direct Interface Firewall Client Results Internet Interface Internet Direct Interface Client 1 Client 3 Kognitio Cloud app store Source data Tools Client 2 Client 4 Application Server Cloud Servers (Public or private)
  • 41. The Check List: For Database services •  What do you NEED to achieve •  What are the benefits you want from Cloud v in house –  In house V outsource –  Pricing Options –  Contract terms v price •  Security Levels: –  “Collected data should be kept secure from abuse” EE Data Protection Directive –  Managing Security – Buying services/responsibility –  How can you put the data in the cloud (Hipaa) •  Availability –  Volume –  Flexibility - Scaling –  User Base and workload –  Service Levels/ Responsibility –  Application integration/System Integration
  • 42. Thank you Nigel Sanctuary VP Propositions nigel.sanctuary@kognitio.com