a11,b24 次世代型インメモリデータベースsap hana。その最新技術を理解する by...

SAP HANA

SAP2013/05

© 2013 SAP AG. All rights reserved. 2

SAP SAPSAP

SAP

SAP

SAP


DB

Broad

Deep

High Speed Broad

Deep

High Speed

SimpleReal-timeSimpleReal-time

OR

DB


OLTP OLAP HW

SAP HANAYesterday

H/W

OLTP+ OLAP

In-memoryacceleration

cache


Operational Data Store

Data Warehouse

Indexes

Aggregates

Copy

ETL

Operational Data Store

Data

Calculation Engine

Query Results

Query

SAP HANA


OLTP OLAP 5 DB

Broad

Deep

High Speed

Real-time Simple


HW

Disk

Partitioning

Insert Only on Delta Compression

Row and Column StoreNo aggregatesMemory

++

+ +

Memory

Logging and Backup –Solid State / Flash / HDD

CPU

Multi-CoreMassively ParallelSingleOptimized Platform

64-bit address spacesupports 2TB RAM

100GB/s throughput

Disk

CPU

+

I/O5,000,000

I/O50

Yesterday SAP HANA

SSD

DISK

I/O50,000

Disk IO SSDDISK

1000

• IO••

•• IO• x86


SAP HANA


SAP HANA Appliance

SAP HANA Technology Partners SAP HANA Hardware Partners

10


CPU 20Core 40Core 80Core

256GB 512GB 1TB

Max Node 16Node 16Node or56Node 56Node

CPU 20Core 20Core 40Core 80Core 40Core 80Core128GB 256GB 512GB 1TB 1TB 2TB or 4TB

SAP HANA T

XS S M L

XL

Suite on HANA

2013/5/29

L L


HANA

DB


Insert only


Insert Update

SELECT Read


Insert Update


Write

Read

Write

Read Read

Write

(New) (New) (New)(New)

New


ROWID No1 456 France corn 10002 457 Italy wheat 9003 458 Spain rice 6004 459 Italy rice 8005 460 Denmark corn 5006 461 Denmark rice 6007 462 Belgium rice 6008 463 Italy rice 1100

… … … …

1 Belgium2 Denmark3 France4 Italy5 Spain

1 32 43 54 45 26 27 18 4… …

1 72 5,63 14 2,4,85 3

Dictionary5 entries, soneed 3 bits toencode!

(bit fields)

No 460

No


Columnnar Run-length Encoding

ROWID No1 456 France corn 10002 457 Italy wheat 9003 458 Spain rice 6004 459 Italy rice 8005 460 Denmark corn 5006 461 Denmark rice 6007 462 Belgium rice 6008 463 Italy rice 1100

… … … …

1 Belgium2 Denmark3 France4 Italy5 Spain

3454

2x214…

Logical Table1 corn2 wheat3 rice

12

3x21

3x3…


SQL

Information View1

2


– ;

–– HANA SQL

Product Group Color

10 A red

20 B blue

30 A green

40 A red

50 C red

60 A red

Host 1

Host 2

Product Group Color

10 1 330 1 240 1 360 1 3

Product Group Color

20 2 150 3 3

Select * from tablewhere Group = “A”Select * from tablewhere Group = “A”

Select * from tablewhere Color = “red”Select * from table

where Color = “red”Product Group Color

10 A red

20 B blue

30 A green

40 A red

50 C red

60 A red

Group

1 A

2 B

3 C

Color

1 blue

2 green

3 red

Group

1 A

2 B

3 C


SQL quant.15060

10045758496

16245

366

sales$1000$900$600$800$500$750

$600$600

$1100$450

$2000

type43121233331232431233

core3

core3

core4

core4

core1

core1

core2

core2

A

B


Information View

Attribute View Analytic View Calculation View

SAP HANA database HANA ViewAnalytical View Calculation View Cube BusinessObjects

Attribute views: ViewAnalytic views: Attribute view ViewCalculation views: Analytic View UNION JoinSQLScript View


HANA Appliance

Persistence Storage

SSD FusionIO

SAS

1

2

3Note:


DISKNFS

SAP HANADatabase NFS

SAP HANA

1.

2. 3rd Pipe

HANA


3rd

“Backint for SAP HANA” 3rd API

3rd HANA 3rd

PipeSAP HANA Studio Backint

SAP HANADatabase NFS

HANA

3rd

*2013/5/29 Symantec NetBackup 7.5

http://scn.sap.com/servlet/JiveServlet/showImage/102-34483-10-167511/HANA.jpg


)

1

)

2 43


BI

Real-timeAnalytics

Real-timeApplications

Real-timePlatform

SAP HANA


SAP HANA

Real-time analytics

SAP Business Suite Third-party systems

SAP HANA

MicrosoftExcel

SAP BusinessObjects solutions Others…(Open)

Real-timereplication services Data services

Real-time apps

In-memorydatabase

Planning andCalculation Engine

R & Hadoopintegration

Predictive Analysis& Business

Function Libraries

SAP NetWeaverBusiness Client

InformationComposer &

Modeling StudioText Search

ApplicationServices (e.g.

HTML 5 Server)


SAP HANA

Real-time analytics

SAP Business Suite Third-party systems

SAP HANA

MicrosoftExcel

SAP BusinessObjects solutions Others…(Open)

Real-timereplication services Data services

Real-time apps

Planning andCalculation Engine

R & Hadoopintegration

Predictive Analysis& Business

Function Libraries

SAP NetWeaverBusiness Client

InformationComposer &

Modeling StudioText Search

ApplicationServices (e.g.

HTML 5 Server)

In-memorydatabase


SAP HANA Extended Application Services (SAP HANA XS)

SAP HANA

SAP HANA

SAP HANA

JavaScript,SQLScript HANA View

ODATA, JSON, XMLA HTML5 / SAPUI5 HTTP / SMTP

TCO

SAP HANA


Application Function Library

HANA Application Functional Library AFL

AFL SQLScript

Application Function Library (AFL)AFL

Business Function Library (BFL) PredictiveAnalysis Library (PAL) AFL

AFL SQLScript BFL/PAL

C++ AFL/BFL/PAL

Business Function LibraryPredictive Algorithm Library


HANA Application Functional Library(AFL)Business Functional Library (BFL)

HANA HANA

Business Function Library

SAP HANA

Year on Year)

Business Function Library

BFL HANA

HANA

Annual Depreciation

Cumulate

Cycles

Days

Delay Stock

Discounted Cash Flow

Driver

Feed

Forecast Agents

Forecast Driver

Funds

Future

Grow

Lag

Lease

Linar Average

Max Value

Moving Average &Moving Sum

Net present Value

Outlook

Payment

Proportion

Rate

Seasonal Complex

Stock Flow

Time

Volume Drive

Business Function


HANA HANA

C4.5 CHAID

k-

K-means ABC

HANA Application Function Library (AFL)Predictive Algorithm Library (PAL)

Predictive Algorithm Library

SAP HANA

PAL HANA

Predictive Algorithm Library

PAL HANA

HANA

PMML

PAL


Predictive AnalysisSAP

SAP HANASAP

Predictive Algorithm Library)

4000

4000

R


SAP HANA

HANA Studio

SAP In-Memory Database

Calculation andPlanning Engine

Row &

Storage

Row &ColumnStorage

* SAP HANA Roadmap

SAP LTReplicationServer

SAP BusinessSuite

SAP BW

Non SAPData Sources

ActivationQueue

In memory DSO

SAP BOBJData Services

BPM Event Hub *

Sybase ReplicationServer *

SAP HANA DirectExtractorConnection**

SAP Event StreamProcessor

TriggerBased, RealTime

ETL, Batch

ExtractorBatch

XSEngine

Log Based

Trading & Order

Management Systems

SAP NW 7.31BPM/BRM

JDBC

ODBC

SAP HANA

Http/Https

DBConnection

ODBC

** SAP ERP & BW Extractors

Event Streams

BPM Events

SAPBusinessObjects

tools

SAPBusinessObjects

tools

Other querytools

SQL BICS SQL MDX

ECDA/ODBC


Data Integration

Hadoop

HadoopMap-Reduce

SAP HANA Platform

SAPBusinessObjects BI

CEP

Traditional DBOracle, DB2, SQL

Server, ASE


Server, ASE


Server, ASE

SAP ECC Non-SAPTrans 1

Non-SAPTrans 2


Map/Reduce

SAP HANA Hadoop

HIVE

HDFS

DataServiceSAP HANAHiveQL

Files Web & OthersDatabases

PIGPig

HadoopBI

Predictive AnalysisLibrary


SAP HANA Accelerators

SAP HANA

Business SuiteSAP

HANA Suite

SAP HANA Apps

SAP HANABusiness Suite

Business Warehousepowered by SAP HANA

SAP HANA

Business Suite powered bySAP HANA

SAP HANABusiness

Suite

SAP HANA New Apps

Business SuiteBusiness One

SAP HANA

–

SAPBusi-nessSuite

AnyDB

Customer MartApp

HANADB

SAPBusi-nessSuite

AnyDB

Apps

HANADB

AnyDB

OD/SF Solutions

AnyDB

HANADB

MSQL

HANADB

SAP Business One

HANA DB

BW

HANA DB

SAP BusinessSuite

HANA DB

Apps

HANADB

HANADB

SAPBusi-nessSuite

AnyDB

Client

(Views)

HANADB

Client

SAPBusi-nessSuite

ClientClient

SAPBusi-nessOne

ERP

CRM

SC

M

SRM

PLM

Vie

ws

BW

Apps

Side-by-side

HANAPlatform

(Datamart)

HANAApps

HANA Content(Reporting &Analytics)

HANAAccelerators

Cloud onHANA

Business OneAnalytics on

HANA

BusinessOne onHANA

BW onHANA

BusinessSuite onHANA

HANANewApps

OD: On Demand; SF: Success Factor

New Frontier

SAP HANA


Oracle DB(e.g. Exadata)

Informatica ETL

Oracle BIEE

SAS/SPSS Predictive

DBA andIT Costs

Neteeza

DBA and IT Costs

BI Suite

HANA Enterprise

Predictive

SAP HANA Insights

SW

SAP HANA Insights

TCO

SAP HANA Insights

SAP HANA Insite DB HANA Predictive AnalysisBusinessObjects

ETL

DWH

BI ToolPredictive Analysis


SAP HANA Cloud

SAP HANA ONEPublic Cloud(AWS)

SAP HANAOn Premise

SAP HANAEnterprise Cloud

Managered Cloud

Open CloudEco System

10

24 x 7

SAP Business Suite

SAP NW BW

SAP HANA

99cents/hour

30GB

Pure SAP HANA

Limited Scale Any Scale Elastic Scale Partner Scale


SAP HANA One on AWS Developer EditionHANA

SAP HANA AWS

HANA AWS EC2 $0.62/hr

HANA Studio Windows on EC2 AWS

URL

http://scn.sap.com/docs/DOC-28294

Size VirtualCPU’s

Memory(GB)

Storage(GB)

m2.xlarge 2 17.1 154

m2.2xlarge 4 34.2 154

m2.4xlarge 8 68.4 154

http://scn.sap.com/docs/DOC-28294


SAP HANA Academy

http://www.saphana.com/community/implement/hana-academy

300 SAP HANA

http://www.saphana.com/community/implement/hana-academy


SAP sessions - HANA, IQ -

6/12 IQ 16 pressrelease

IQ 16 pressconference

7/9-11 Dan LahlJapan visit

29 30 31

13:00-13:45Core Tech HANA

SAP HANA


SAP HANA

16:00-16:45Big Data solution

SAP

13:00-13:45Big Data solution

SAP

15:00-15:45Core Tech IQ

SAP Sybase IQIQ

DQP


SAP HANA

13:00-13:45Core Tech IQ

SAP Sybase IQIQ

DQP


SAP HANA


SAPHANA

Thank you

Contact information:

Toshiro MorisakiSenior Solution EngineerE-Mail:[email protected]


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a11,b24 次世代型インメモリデータベースsap hana。その最新技術を理解する by...

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