novinky v sap hana (sp09 a sp10) novink… · novinky v sap hana ... * based on sps10 this is the...
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Novinky v SAP HANA (SP09 a SP10)
Martin Zikmund, Presales – Innovative solutions & Utilities industry
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SAP HANA Platform – SP08
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SAP HANA: The Platform for All Applications
SAP HANA PLATFORMON-PREMISE | CLOUD | HYBRID
Web Server JavaScript
Fiori UX Graphic Modeler
Data Virtualization ELT &
Replication
Application Services Integration Services
Columnar
OLTP+OLAP
Multi-
Core/Paralleliza
tion
Advanced
Compression
Multi-tenancy
Multi-Tier
Storage
Spatial Graph Predictive Search
Text
AnalyticsPlanning Data
Enrichment
SeriesData
Function
Libraries
ALM
Processing Services
Database Services
Hadoop
Integration
Streaming
(CEP)
Application Lifecycle Management
High Availability /
Disaster Recovery
Open Standards
Data Modeling
Remote DataSync
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Hardware
Architektura
Integrace
Engines
Ostatní
Rozdělení novinek do kategorií
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Hardware
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Extend support for hardware infrastructure, provide more options and relax non-production
requirements for faster time-to-value, lower TCO, and lower TCM
Hardware Support
Intel Haswell (E7 v3 Xeon)
• Supports up to 12 TB of memory (NUMA architecture optimization).
• Performance improved by 6x with TSX
• 250+ server configurations on Intel Haswell
IBM Power Support for IBM Power on SUSE Linux for BWoH scenarios
Virtualization Scenarios
Hitachi – Virtualized LPAR for on-premise and cloud deployment (certified)
IBM – Power LPAR (certified)
VMware – VMware 5.5 for scale-out BW (Control Availability)
Operating System
SUSE Linux Enterprise Server 12 – Release for partner certification
Tailored Data Center Integration (TDI)
TDI Phase 4 – SAP HANA on IBM Power 8 (Ramp-up)
Lower Cost Infrastructure for Non-Production
CPU – Lower cost IBM Power 7
Datacenter Support
17 partners with ~900 server configurations
SAP HANA Hardware Partners
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Architektura
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SAP HANA Multitenant Database Containers
New Features & Capabilities
Run multiple tenant databases & apps/solutions on one SID
Strong separation and isolation of data, users, and system
resources (CPU & memory)
Simpler administration by managing all databases together as a unit
Integration with data center operations
Benefits
Replaces most MCOS scenarios
Lower capital expenditure with better utilization of hardware
resources (configurable)
Support for heterogeneous uses in one platform (Suite, BW, Data
Marts, Sandbox/Dev/QA/Prod)
Use Cases & Scenarios (SPS09)
Cloud – SAP Cloud
On-Premise – Primarily MCOS type scenarios
Provide simplicity & flexibility and reduce TCO for SAP HANA cloud and on-premise deployments
Schema X
Tenant DB X
SAP HANA Instance
Application
X
Schema Y
Application
Y
Tenant DB Y
HW
OS
System DB
Tenant Alias
Tenant Alias
Application
Users (X)
Application
Users (Y)
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SAP HANA Dynamic Tiering
Capabilities
Identify entire tables as in-memory (Hot) or on disk (Warm)
Utilizes disk backed column store technology
Supports petabyte scale deployment
Provides integrated security and back-up & recovery
Benefits
Cost effective price performance
Single SAP HANA instance with no data duplication
Expand SAP HANA capacity and remove objections
Big Data scale
Scenarios & Use Cases
SAP BW on HANA – Supported with BW 7.4 SPS08; migrates persistent staging area
and corporate memory tables to the disk backed store
Custom Application – manually load, maintain, and query data between in-memory
and disk tables
Does NOT support SoH or replace BW NLS and SoH ILM This is the current state of planning and may be changed by SAP at any time.
Provide cost effective data management capabilities with a scalable,
deeply integrated, and high performance solution in a single system
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Datacenter Readiness, Integration, and Management
SAP HANA Data Warehousing Foundation Option, Data
Lifecycle Manager (DLM) module UI5 tool for rules based data
aging strategies* and dynamic view generation
HA/DR support for SAP HANA Dynamic Tiering
3rd party backup tools integration
Extended monitoring, administration, & security
SAP HANA MDC support - one DT installation per tenant DB
Query optimizer improvements for performance
Benefits
Expanded SAP HANA capacity with lower TCO
Big Data scale
Performance improvements for efficient reporting
This is the current state of planning and may be changed by SAP at any time.* Based on SPS10
New and enhanced datacenter readiness, technical integration, administration, and lifecycle
management capabilities for cost effective multi-temperature data management
SAP HANA Dynamic Tiering – SP10
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New and enhanced HA/DR capabilities to ensure business continuity, availability, and the
most demanding SLAs
Geo clusters
Metro cluster
Sync
Async
Async
Campus
cluster
Features & Capabilities
Reduce re-start and downtime window
Support for SAP HANA Dynamic Tiering
SAP HANA Cockpit support for SAP HANA System Replication
Backup & Recovery support for MDC
Incremental and differential backups
Benefits
Further reduce planned and unplanned downtime
Strengthened High Availability and Disaster Recovery
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Integrace
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SAP HANA smart data integration
Option for Data Provisioning for SAP HANA
Supports real-time replication, physical bulk/batch movement, and federation in a
unified framework
Integrates ETL-type transformations natively
Supports both on-premise and cloud sources
Built-in adapters for common sources
Open and extensible SDK with custom adapters
Integrated modeling environment with SAP HANA studio and SAP HANA WebIDE
Integrated IM-specific monitoring within monitoring infrastructure
Benefits
Simplified – One common modelling environment to provision and consume
Real-time – lower latency due to real time replication and in-memory performance
Open & Extensible – supports data of any shape and size; open framework for new
data sources
Landscape simplification, lower TCO, reduce data latency, common modeling environment and
open & extensible framework
Smart Data Integration
Built-In Adapters Custom Adapters
SAP HANA Platform
OData
DB2, Oracle
SQL Server
Adapter
FrameworkMetadata
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SAP HANA smart data integration – SP10
Smart Data Integration enhancements
New adapters for Teradata, SAP ASE, SAP HANA
Distribute data from SAP HANA to 3rd party targets
Schema change replication
High performing initial load and data compression
Changed data capture for SAP BW and SAP Data Services
Benefits
Simplified: Common modelling environment to provision and consume
Real-time: Lower latency due to real time replication and in-memory
performance
Open & extensible: Support data of any shape and size; open
framework for new data sources
Landscape simplification, lower TCO, reduce data latency, common modeling environment and
open & extensible framework
Smart Data Integration
Built-In Adapters Custom Adapters
SAP HANA Platform
OData
DB2, Oracle
SQL Server
Adapter
FrameworkMetadata
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SAP HANA smart data quality
Integrating data quality natively into platform
Cleanse person and address data
Geocoding to enrich address data with latitude and
longitude information
Simple user interface for data quality
Parse, standardize, validate, correct and enhance
person, firm, address in ONE transformation in SAP
HANA
Simplify the landscape with enhanced data cleansing, enrichment, and modeling capabilities
with real-time performance natively in SAP HANA
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Smart Data Quality enhancements
Matching to identify duplicates
Better data quality with distribution, metadata and
semantic profiling
Improved insight from side-effect data
Web-based workbench for development and
management tasks
Benefits
Improved data quality capabilities
Simplified development
Simplify the landscape with enhanced data cleansing, enrichment, and modeling capabilities
with real-time performance natively in SAP HANA
Transformations
SAP HANA Platform
SAP HANA Studio
Metadata Rules
Smart Data Quality
SAP HANA smart data quality – SP10
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Applications
Stream
(push)
connect,
query
SAP HANA Platform with smart
data streaming
Cloud Ready:
New streaming web server to handle large event
volumes
Internet of Things:
New “Streaming Lite” designed for devices and IoT
gateways
Integrated configuration & monitoring
SAP HANA Cockpit integration for configuration and
management
Automated configuration for SAP HANA data service
Internet of Things: collect and monitor data from smart devices; immediately respond to new opportunities or
imminent problems.
Extract insight from real-time information streams and respond immediately
Incoming Streams
SAP HANA Platform
Streaming
Service
Devices / IoT
Gateway
Streaming
Lite
SAP HANA smart data streaming
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New Features
RDSync Synchronizes (two-way) data between SAP HANA and thousands of remote databases (SAP SQL Anywhere,
UltraLite)
Occasionally connected network: Handle intermittent and slow networks
End-to-end encryption
Integrated management using SAP HANA Cockpit
Internet of Things – two-way exchange of
structured data with large numbers of devices
Offline Mobile – enable employees to be
productive whether network is available or not
Remote Server – enable continuous
operation at remote workplaces over
unreliable networks
Create System of Innovation opportunities with enhanced IoT capability at enterprise scale
Use Cases
SAP HANA Remote Data Sync
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Further embracing the Hadoop ecosystem & community with deeper and broader integration
with SAP HANA for higher performing and simplified processing of big data
This is the current state of planning and may be changed by SAP at any time.
Spark Integration High performing Spark integration for big data processing
Query optimization
Easier Administration Unified admin and monitoring tool through SAP HANA Cockpit for
SAP HANA and Hadoop cluster
Use Case & Benefits Tighter Integration with Apache Spark means less disruption in
customer data mart landscape Faster adoption - Unified Administration for SAP HANA & Hadoop
Map Reduce
HDFS
SAP HANA Platform
Smart Data
AccessvUDF
Federate Federate
Smart Data
Integration
Federate Load
Enhanced Hadoop Integration
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Engines
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Predictive Analytics
New and enhanced powerful native predictive analytic capabilities to empower and support the
modern day applications and tools
Predictive Analysis Library algorithms
New Algorithms Supported
Classification Analysis – Confusion Matrix and Parameter Slection & Model Evaluation
Clustering – Gaussian Mixture Model and Latent Dirichlet Allocation (LDA)
Time Series Analysis – Seasonal ARIMA and Test for White Noise, Trend, and Seasonality
Outlier Detection – Grubbs Outlier Test
Enhancements to existing algorithms including parameter selection & model evaluation
PAL integration with SAP HANA Data Series
Now over 65 AFL based predictive algorithms available to be accessed via SQLScript, application function modeler, and SAP predictive toolsand to be consumed with analytic/BI tools as well as SAP, partner, and custom applications
In-database custom AFL algorithms – certification open to all
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New and enhanced powerful native text analysis and mining features to support more languages and
improved performance for unstructured data analysis and simpler access & processing
Text Analysis Enhancements
Improved fact extraction accuracy for the enterprise domain in English
Full linguistic analysis support for Polish
Consolidated Chinese module for processing mixed Chinese languages –simplified and traditional – in a single document.
Improved predefined core extraction for PERSON and PRODUCTS entity types in most languages
Up to 25% greater throughput performance for pre-processing steps
Available on-demand processing with SAP HANA XS for faster processing and reduced memory consumption
Capture metadata from documents and emails
Text Mining Enhancements
Simpler access to text mining functions via SQL for faster development and deployment
New standard measures to determine the similarity of documents
Improved text mining XS API for better manageability and security
Text Analysis and Mining
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New Features & Capabilities
Multi-dimensional support including 3D and measurement dimension for use in key geospatial industries and linear asset management
Additional functions & methods for native high-performing location intelligence scenarios
CDS support for spatial datatypes and functions for simpler and faster development and deployment
Third-Party Integration
Luciad for high-performing 3D visualization
Esri Feature Services for web service editing & symbology(Esri ArcGIS 10.3.1)
Safe FME for spatial ETL (FME 2015)
Create, upsell, and accelerate opportunities with enhanced spatial capabilities, features, and ecosystem
integration
SAP HANA Spatial Processing
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New and enhanced native series data processing capabilities to support use cases in utilities,
retail, banking, and financial services
Features & Capabilities
Handle variation in timestamp data
Jittered data
Timezone adjustment
Query enhancement for more precise rounding for series data
Enhanced analytics with new functions
Benefits
Strong foundation for IoT use cases
Enable analysis of real time operational intelligence from various devices
Series Data Storage and Services
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Ostatní
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Simplify administration and monitoring for multi-tenancy and cloud use
SAP HANA Cockpit
Advanced performance analysis & monitoring
System Replication monitoring
SAP HANA Database Control Center
SAP HANA Multitenant Database Containers support
Simplified configuration optimized for cloud usage
Better custom reporting for system health history
Benefits Easier maintenance of multi-tenancy DBs
Simplification of Cloud Maintenance
SAP HANA DCC
SAP HANA Cockpit
Administration & Monitoring
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New and enhanced security features for enterprise ready deployment
Features and Capabilities:
Simplified security administration and management with SAP HANA Cockpit
Flexible access control
Improved lifecycle management for analytic privileges
Supports for FIPS 140-2 Certified encryption library
Extended audit logging coverage
Enhanced security for multitenant database container isolation
Enhanced Security
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Simple and effective way for the application developer to add advanced capabilities to
applications and to manage the resulting data-flow models
New web-based flowgraph editor
Support for R, SDI & SDQ
Limited support for AFL
Create procedures or task runtime operations
Interoperability with SAP HANA Studio AFM
SAP HANA Studio Based AFM
New PAL function support including time series, clustering, classification, and statistics
General usability enhancements for an easier, simpler, and more functional experience
Application Function Modeler
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Shrnutí
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SAP HANA Platform
SAP HANA SPS10 Summary
Multitenant database containers
Complete support for all HA/DR/backup
Focus on cross-tenant access
Data temperature management
Enhance enterprise readiness in dynamic tiering
Core database
More powerful workload management
Enhanced openness & platform support
Additional cloud deployment capabilities & options
Extend virtualization support
Move tooling to the web
Enhanced developer, administration, operations, and modeling capabilities
SAP HANA Platform
Application Services
Database Services
Integration Services
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A jedna novinka na
závěr…
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SAP HANA Vora
What’s Inside and What Does It Do?
Democratize
Data
Access
Make
Precision
Decisions
Simplify
Big Data
Ownership
SAP HANA Vora is an in-memory query engine which leverages
and extends the Apache Spark execution framework to provide
enriched interactive analytics on Hadoop. Drill Downs on HDFS
Mashup API Enhancements
Compiled Queries
HANA-Spark Adapter
Unified Landscape
Open Programming
Any Hadoop Clusters
Děkuji za pozornost
Martin Zikmund
Presales – Innovation solutions & Utilities
industry
SAP ČR, spol. s r.o.
Budova BBC Beta
Vyskočilova 1481/4
140 00 Praha,
M +420 602 751 153
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