Start
Administrative Reporting of SAS Visual Analytics 7.1
and Integration with
Environment Manager 2.4 Service Architecture Framework
22nd April 2015
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland
Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
Francesco Marelli - CTO
Agenda
 Keinavo
 Keinavo Cloud Services
 Instance of a distributed SAS HP Analytics Infrastructure in the Keinavo Cloud
 SAS Visual Analytics 7.1 built-in administration reporting
 SAS Environment Manager 2.4
 SAS EM 2.4 Service Management Architecture Enablement
 SAS EM 2.4 SMA Integration with SAS Visual Analytics
 Implementation in Keinavo Cloud Services
Agenda
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
Keinavo
 Independent expert consultants since 2006
 End to end project lifecycle
 Strategy, Auditing and Process Analysis
 Hosting and management of Big Data analytics platforms - Cloud Services
 Software development
 Offices in Switzerland and Italy
 International clients in the EMEA region
 SAS Alliance Partner - SAS Global Practice
Keinavo
Analytics One-Stop Shop
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
Keinavo Cloud Services
 Your SAS Solutions and Analytics Platform in the cloud
 Bespoke architecture design and implementation
 From simple to very complex multi-machine systems
 Various level of service available
 Typical time to market: 5 working days
 Efficient web based support ticket system
 Always up to date
 Complete peace of mind
Keinavo Cloud Services
Keinavo Cloud Services: Performance and freedom of choice
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
Instance of a Distributed SAS HPA Architecture
Instance of a Distributed SAS HPA Architecture
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS VA 7.1 Built In Administration Reporting 1
SAS VA 7.1 Built In Administration Reporting
 SAS VA 7.1 provides a predefined audit report for administrators
 The collection and loading of the data for the report must be manually enabled
 Set property va.AuditingEnabled = true for Visual Analytics Configuration
 Schedule autoload for scheduling user.
 Data is refreshed in memory every 15 minutes by default
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS VA 7.1 Built In Administration Reporting 2
SAS VA 7.1 Built In Administration Reporting
 Top Usage (Users, Tables, Reports, Mobile Report Subscriptions)
 Visual Analytics (Usage by Time, Users Activity, Component Usage)
 LASR Server (LASR Server Usage, Data Usage by Component, Data accessed)
 Components (Component Usage, Users and Actions)
 Data Sources (Data Sources usage by user and time)
 Top Data Sources (By user and component)
 Administrative Detail (Tables loaded log, User activity log, Failure log)
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS Environment Manager 2.4
SAS Environment Manager 2.4
 SAS Environment Manager was introduced with SAS 9.4
 Based on VMwares’s vFabric Hyperic monitoring framework complemented with
technology provided by SAS
 It is a complete, SAS-aware, out-of-the-box monitoring solution
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS Environment Manager 2.4 – Logical
Architecture
SAS Environment Manager 2.4
 SAS Environment Manager
 Monitoring and Management of SAS Resources
 Collection and Reporting of metrics for SAS Resources
 Monitoring of Events
 Customisable Alerts
 Escalation processes for alerts
 SAS EM Data Mart for low level analysis and forensics analysis (BI on BI)
 SAS Environment Manager is installed and configured during installation
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS Environment Manager 2.4 - Resources
SAS Environment Manager 2.4
 SAS EM works on 3 resource levels
 Platforms (Physical or Virtual machines)
 Servers (SAS Servers, DB Servers, Web Application Servers)
 Services (Web Application in Web Application Servers, etc.)
 Users can navigate the resources to get information such as
? How many users are currently connected
? What is the CPU usage trend for a platform
? What is the percentage of usage of the SAS Work area
? What is the I/O rate for a given file system
? What is the trend of memory usage
? Other...
 There is a wealth of predefined events and alerts, it is also possible to define
customized events and alerts to suit customer’s specific needs.
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS Environment Manager 2.4 - Dashboard
SAS Environment Manager 2.4
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS Environment Manager 2.4 - Metadata
SAS Environment Manager 2.4
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
 SAS EM also provides an interface for managing SAS Metadata
 Users, groups and roles
 Groups and roles memberships
 Logins and internal accounts
 The interface is not meant to replace SAS Management Console for these tasks, but it can
be an alternative and provides enhanced user administration features
 Permission Inspector
 Explore Inheritance Diagram
SAS EM 2.4 Service Management Architecture
 “SAS Environment Manager Service Management Architecture provides functions and capabilities
that enable SAS Environment Manager to fit into a service-oriented architecture (SOA)”
 The following components form the SM Architecture and can be enabled
 SAS EM Data Mart - Stores monitored data
 Audit, Performance and Measurement (APM) ETL - Collects information from SAS
logs and stores it in the SAS EM Data Mart
 Agent-Collected Metrics (ACM) ETL - Collects information from the EM Database and
stores it in the SAS EM Data Mart
 Report Center - Extensive collection of SAS Stored Processes that report against the SAS
EM Data Mart
 Solution Kit Framework - Allows SAS Solutions to extend the capabilities of SAS EM by
providing solution specific monitoring and metrics
 SAS VA Data Feed - Allows for automatic copy of some EM DM tables to the VA Admin
drop zone for auto-load in memory
SAS EM 2.4 Service Management Architecture
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS EM 2.4 SM Architecture Enablement
 SAS EM Extended Monitoring enablement is a manual process, it provides
 Automated SAS EM Resource configuration
 Optimized Alerts for operational issues in a SAS Environment
 Defined resource groups
 Event exporting and importing
 Monitoring of availability and responsiveness of SAS Web Applications
 SAS EM Data Mart initialization
 Report Center processes and reports
 APM, ACM and Solution Kits ETL and VA Data Feed are optionally enabled in separate steps
but required Extended Monitoring
SAS EM 2.4 SM Architecture Enablement
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
SAS EM 2.4 SM Architecture Enablement –
Data Mart Tables
SAS EM 2.4 SM Architecture Enablement
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
ACM TABLES Description
AVAILABILITY Resource availability
FILEMOUNTS Usage data for file mounts on discovered platforms
GROUPINVENTORY * Resource groups defined in SAS Environment Manager
EVENTS Events logged by SAS EM
HOSTPLATFORMS * Metrics for platforms
HTTPCHECKS * Metrics for HTTP checks of web services
IOMSERVERS * Metrics for IOM Servers
MEASUREINVENTORY Inventory of measurements being performed
METADATASVRS * Metrics for Metadata Servers
NETWORKINTERFACE * Metrics for network performance
RESOURCEINVENTORY * Inventory of resources in SAS EM
TCSSERVERMGRS * Metrics for tcServers
WEBAPPSERVER * Metrics for SAS Web Applications
WIPDATADB * Metrics for SAS Web Infrastructure Platform
APM TABLES Description
RELATIONSHIPS Relationships between artifacts defined in other tables
ARTIFACTS Information about the artifcats in the environment
ARTIFACTSPHYSICALLOCATION Physical location of the artifacts
ARTIFCATUSAGEDETAILS * Usage information about the artifacts
ARTIFACTSUSERSESSIONS * Usage information about the artifacts in a session
AUDIT_ACCESSC * Audit records for object access events
AUDIT_ADMUSER * Audit information for administrative users activity
AUDIT_GROUP * Audit information for Identity Groups
AUDIT_TRANSACTIONS * Audit information for transactions
AUDITACCESSCONTROLDETAIL * Audit information about access requests
AUDITIM Audit information by time
DTINFOALL Information about log file access
LIBRARIES Information about SAS libraries in the environment
SERVERTYPEBYUSER Information about server access by user
SERVERUSAGEBYUSER Information about server usage by user
KITS TABLES Description
EMI-INFO Metrics for SAS EM ETL processes* Table copied to drop zone if SAS VA feed is enabled
SAS EM 2.4 SM Architecture Enablement –
Report Center
SAS EM 2.4 SM Architecture Enablement
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
 Report Center provides many “ready
to go” reports organized by:
o Dymanics Reports
o Datamart
o Metadata Inventor
o KITS
o LASR
o SASJobs
o Nightly Reports
o ACM Reports
o APM Reports
o Audit Reports (Log Forensic)
o EMI SAS Job ETL Reports
o Event and Availability Reports
o Sample Gallery
o Ad Hoc Reporting
SAS EM 2.4 SMA Integration with SAS VA
SAS EM 2.4 SMA Integration with SAS VA
 After a successful run of the APM, ACM and Kits ETL processes, selected Environment Manager
Data Mart tables are copied to the VA Admin drop zone for auto-load in memory (EVDMLA)
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
Implementation in Keinavo Cloud Services
Implementation in Keinavo Cloud Services
 Keinavo Cloud Services include setup and ongoing management activities related to the SAS EM
Architecture in every environment, SMP or MMP without limits to the number of servers used.
 Inclusion of “SAS EM Data Mart enhanced by Keinavo”. Provides ETL jobs to create and populate an
enhanced Data Mart with additional information to be used by non administrators and external reporting
tools. Can be customized as per client’s needs.
 We also provide additional preconfigured Visual Analytics Data Explorations and Reports that
maximise the already rich information available in the SAS EM Data Mart
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
Implementation in Keinavo Cloud Services – ACM Data Expl
Implementation in Keinavo Cloud Services
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
Thank You
Keinavo Cloud Services
Thank You
keinavo.com/cloud-services
Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy

Administrative Reporting of SAS Visual Analytics 7.1 and Integration with Environment Manager 2.4 Service Architecture Framework

  • 1.
    Start Administrative Reporting ofSAS Visual Analytics 7.1 and Integration with Environment Manager 2.4 Service Architecture Framework 22nd April 2015 Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy Francesco Marelli - CTO
  • 2.
    Agenda  Keinavo  KeinavoCloud Services  Instance of a distributed SAS HP Analytics Infrastructure in the Keinavo Cloud  SAS Visual Analytics 7.1 built-in administration reporting  SAS Environment Manager 2.4  SAS EM 2.4 Service Management Architecture Enablement  SAS EM 2.4 SMA Integration with SAS Visual Analytics  Implementation in Keinavo Cloud Services Agenda Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 3.
    Keinavo  Independent expertconsultants since 2006  End to end project lifecycle  Strategy, Auditing and Process Analysis  Hosting and management of Big Data analytics platforms - Cloud Services  Software development  Offices in Switzerland and Italy  International clients in the EMEA region  SAS Alliance Partner - SAS Global Practice Keinavo Analytics One-Stop Shop Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 4.
    Keinavo Cloud Services Your SAS Solutions and Analytics Platform in the cloud  Bespoke architecture design and implementation  From simple to very complex multi-machine systems  Various level of service available  Typical time to market: 5 working days  Efficient web based support ticket system  Always up to date  Complete peace of mind Keinavo Cloud Services Keinavo Cloud Services: Performance and freedom of choice Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 5.
    Instance of aDistributed SAS HPA Architecture Instance of a Distributed SAS HPA Architecture Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 6.
    SAS VA 7.1Built In Administration Reporting 1 SAS VA 7.1 Built In Administration Reporting  SAS VA 7.1 provides a predefined audit report for administrators  The collection and loading of the data for the report must be manually enabled  Set property va.AuditingEnabled = true for Visual Analytics Configuration  Schedule autoload for scheduling user.  Data is refreshed in memory every 15 minutes by default Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 7.
    SAS VA 7.1Built In Administration Reporting 2 SAS VA 7.1 Built In Administration Reporting  Top Usage (Users, Tables, Reports, Mobile Report Subscriptions)  Visual Analytics (Usage by Time, Users Activity, Component Usage)  LASR Server (LASR Server Usage, Data Usage by Component, Data accessed)  Components (Component Usage, Users and Actions)  Data Sources (Data Sources usage by user and time)  Top Data Sources (By user and component)  Administrative Detail (Tables loaded log, User activity log, Failure log) Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 8.
    SAS Environment Manager2.4 SAS Environment Manager 2.4  SAS Environment Manager was introduced with SAS 9.4  Based on VMwares’s vFabric Hyperic monitoring framework complemented with technology provided by SAS  It is a complete, SAS-aware, out-of-the-box monitoring solution Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 9.
    SAS Environment Manager2.4 – Logical Architecture SAS Environment Manager 2.4  SAS Environment Manager  Monitoring and Management of SAS Resources  Collection and Reporting of metrics for SAS Resources  Monitoring of Events  Customisable Alerts  Escalation processes for alerts  SAS EM Data Mart for low level analysis and forensics analysis (BI on BI)  SAS Environment Manager is installed and configured during installation Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 10.
    SAS Environment Manager2.4 - Resources SAS Environment Manager 2.4  SAS EM works on 3 resource levels  Platforms (Physical or Virtual machines)  Servers (SAS Servers, DB Servers, Web Application Servers)  Services (Web Application in Web Application Servers, etc.)  Users can navigate the resources to get information such as ? How many users are currently connected ? What is the CPU usage trend for a platform ? What is the percentage of usage of the SAS Work area ? What is the I/O rate for a given file system ? What is the trend of memory usage ? Other...  There is a wealth of predefined events and alerts, it is also possible to define customized events and alerts to suit customer’s specific needs. Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 11.
    SAS Environment Manager2.4 - Dashboard SAS Environment Manager 2.4 Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 12.
    SAS Environment Manager2.4 - Metadata SAS Environment Manager 2.4 Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy  SAS EM also provides an interface for managing SAS Metadata  Users, groups and roles  Groups and roles memberships  Logins and internal accounts  The interface is not meant to replace SAS Management Console for these tasks, but it can be an alternative and provides enhanced user administration features  Permission Inspector  Explore Inheritance Diagram
  • 13.
    SAS EM 2.4Service Management Architecture  “SAS Environment Manager Service Management Architecture provides functions and capabilities that enable SAS Environment Manager to fit into a service-oriented architecture (SOA)”  The following components form the SM Architecture and can be enabled  SAS EM Data Mart - Stores monitored data  Audit, Performance and Measurement (APM) ETL - Collects information from SAS logs and stores it in the SAS EM Data Mart  Agent-Collected Metrics (ACM) ETL - Collects information from the EM Database and stores it in the SAS EM Data Mart  Report Center - Extensive collection of SAS Stored Processes that report against the SAS EM Data Mart  Solution Kit Framework - Allows SAS Solutions to extend the capabilities of SAS EM by providing solution specific monitoring and metrics  SAS VA Data Feed - Allows for automatic copy of some EM DM tables to the VA Admin drop zone for auto-load in memory SAS EM 2.4 Service Management Architecture Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 14.
    SAS EM 2.4SM Architecture Enablement  SAS EM Extended Monitoring enablement is a manual process, it provides  Automated SAS EM Resource configuration  Optimized Alerts for operational issues in a SAS Environment  Defined resource groups  Event exporting and importing  Monitoring of availability and responsiveness of SAS Web Applications  SAS EM Data Mart initialization  Report Center processes and reports  APM, ACM and Solution Kits ETL and VA Data Feed are optionally enabled in separate steps but required Extended Monitoring SAS EM 2.4 SM Architecture Enablement Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 15.
    SAS EM 2.4SM Architecture Enablement – Data Mart Tables SAS EM 2.4 SM Architecture Enablement Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy ACM TABLES Description AVAILABILITY Resource availability FILEMOUNTS Usage data for file mounts on discovered platforms GROUPINVENTORY * Resource groups defined in SAS Environment Manager EVENTS Events logged by SAS EM HOSTPLATFORMS * Metrics for platforms HTTPCHECKS * Metrics for HTTP checks of web services IOMSERVERS * Metrics for IOM Servers MEASUREINVENTORY Inventory of measurements being performed METADATASVRS * Metrics for Metadata Servers NETWORKINTERFACE * Metrics for network performance RESOURCEINVENTORY * Inventory of resources in SAS EM TCSSERVERMGRS * Metrics for tcServers WEBAPPSERVER * Metrics for SAS Web Applications WIPDATADB * Metrics for SAS Web Infrastructure Platform APM TABLES Description RELATIONSHIPS Relationships between artifacts defined in other tables ARTIFACTS Information about the artifcats in the environment ARTIFACTSPHYSICALLOCATION Physical location of the artifacts ARTIFCATUSAGEDETAILS * Usage information about the artifacts ARTIFACTSUSERSESSIONS * Usage information about the artifacts in a session AUDIT_ACCESSC * Audit records for object access events AUDIT_ADMUSER * Audit information for administrative users activity AUDIT_GROUP * Audit information for Identity Groups AUDIT_TRANSACTIONS * Audit information for transactions AUDITACCESSCONTROLDETAIL * Audit information about access requests AUDITIM Audit information by time DTINFOALL Information about log file access LIBRARIES Information about SAS libraries in the environment SERVERTYPEBYUSER Information about server access by user SERVERUSAGEBYUSER Information about server usage by user KITS TABLES Description EMI-INFO Metrics for SAS EM ETL processes* Table copied to drop zone if SAS VA feed is enabled
  • 16.
    SAS EM 2.4SM Architecture Enablement – Report Center SAS EM 2.4 SM Architecture Enablement Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy  Report Center provides many “ready to go” reports organized by: o Dymanics Reports o Datamart o Metadata Inventor o KITS o LASR o SASJobs o Nightly Reports o ACM Reports o APM Reports o Audit Reports (Log Forensic) o EMI SAS Job ETL Reports o Event and Availability Reports o Sample Gallery o Ad Hoc Reporting
  • 17.
    SAS EM 2.4SMA Integration with SAS VA SAS EM 2.4 SMA Integration with SAS VA  After a successful run of the APM, ACM and Kits ETL processes, selected Environment Manager Data Mart tables are copied to the VA Admin drop zone for auto-load in memory (EVDMLA) Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 18.
    Implementation in KeinavoCloud Services Implementation in Keinavo Cloud Services  Keinavo Cloud Services include setup and ongoing management activities related to the SAS EM Architecture in every environment, SMP or MMP without limits to the number of servers used.  Inclusion of “SAS EM Data Mart enhanced by Keinavo”. Provides ETL jobs to create and populate an enhanced Data Mart with additional information to be used by non administrators and external reporting tools. Can be customized as per client’s needs.  We also provide additional preconfigured Visual Analytics Data Explorations and Reports that maximise the already rich information available in the SAS EM Data Mart Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 19.
    Implementation in KeinavoCloud Services – ACM Data Expl Implementation in Keinavo Cloud Services Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy
  • 20.
    Thank You Keinavo CloudServices Thank You keinavo.com/cloud-services Keinavo SAGL - Corso Elvezia, 25 - 6900 Lugano – Switzerland /// Keinavo srl - Strada 6 A13, 20090 Assago Milanofiori (MI) - Italy