1 Copyright © 2012, Oracle and/or its affiliates. All ...€¦ · – Fast analytics &...

The following is intended to outline our general product direction. It is intended for information purposes only, anddirection. It is intended for information purposes only, and may not be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasingand should not be relied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle's products remains at the sole discretion of Oracle. Release timing for Oracle Database 12c is planned for Calendar Year 2013.

Oracle Database 12c

Active

Oracle Database 12cHeat Map, Automatic Data Optimization & In-Database

Frequent Access

Optimization & In-Database Archiving

Occasional Access

Penny AvrilSenior DirectorO l D t b S T h l i Dormant

Oracle Database Server Technologies

Heat Map, Automatic Data Optimization & In-Database ArchivingDatabase Archiving

ChallengesChallenges

Heat Map

A t ti D t O ti i ti ADOAutomatic Data Optimization – ADO

In-Database Archiving

Data Growth Challenges

Opposing forcesOpposing forces- Managing growing volumes of data

cost-effectively- Process data real-time, interactively

Heat MapWhat it tracks

Active

• A “Heat Map” of the Database• Database level Heat Map shows which tables and partitions are

Frequent Access

being used• Block level Heat Map shows last modification at the block level

• Comprehensive

Occasional Access

• Comprehensive• Segment level shows both reads and writes• Distinguishes index lookups from full scans

Dormant

• Automatically excludes stats gathering, DDLs or table redefinitions

Heat Map for Table and Partitions“segment” level trackingsegment level tracking

ORDERS

Heat Map for Blocks“row” level trackingrow level tracking

ORDERS

Heat MapHow to enable

Active Syntax for production..

Frequent Access

SQL> alter system set parameter heat_map=‘ON’;

Occasional Access

SQL> alter table employee ilm enable activity

Syntax for shiphome “121022”..

Dormant

SQL> alter table employee ilm enable activity tracking segment access

Heat MapEnterprise Manager screens Work In Progress, expected GA + 6 monthsp g g , p

Automatic Data OptimizationCompress rows based on usage – “background row compression”Compress rows based on usage background row compression

ORDERS SQL> ALTER TABLE EMPLOYEE ILMADD POLICY ROW STORE COMPRESS ADVANCED ROWAFTER 1 DAY OF NO MODIFICATION

Automatic Data OptimizationCompress partitions based on usage – columnar Exadata onlyCompress partitions based on usage columnar Exadata only

ORDERSSQL> ALTER TABLE ORDERS ILMADD POLICY COMPRESS FORADD POLICY COMPRESS FOR QUERY HIGH SEGMENT AFTER 30 DAYS OF NO MODIFICATIONMODIFICATION

Automatic Data OptimizationOptimize data storage based on usage – columnar Exadata onlyOptimize data storage based on usage columnar Exadata only

ORDERS Optimized use of Row Store & Column Store within a single tableColumn Store within a single table

– Insert / load data as fast as possible –row formatFast analytics & reporting data– Fast analytics & reporting – data optimized in columnar format for analytics

Automatic Data Optimization (ADO)Storage tiering - policyStorage tiering policy

SQL> ALTER TABLE EMPLOYEE ILM ADD POLICY TIER TO LOW COST TABLESPACETIER TO LOW_COST_TABLESPACE

Automatic Data OptimizationStorage tiering – how it worksg g

ORDERS

1. Tables grow in size ILM policies compress dataT bl i iO 2. Tablespace containing partitions reaches ILM tiering threshold

3. Partitions are moved to different tablespace on lower spec disk group

Automatic Data Optimization Optimized Backups with Automated READONLY data movementOptimized Backups with Automated READONLY data movement

Expected syntax for production..

SQL> ALTER TABLE EMPLOYEE ILM ADD POLICY TIER TO DATA2 READ ONLYAFTER 180 DAYS OF NO MODIFICATION

Automatic Data OptimizationOptimized Backups with Automated READONLY data movementp p

ORDERS

1. Tables grow in size ILM policies compress dataT bl i iO 2. Tablespace containing partitions reaches ILM tiering threshold

3. Partitions are moved to new read only tablespaceon lower spec disk group

Automatic Data OptimizationCompetitive

Oracle Storage Vendors

Disk Saving Extensive Partial

Performance Speeds Queries Adds OverheadPerformance Speeds Queries Adds Overhead

Integration with

Deep integrationexcludes maintenance tasks Zero integrationIntegration with

Database includes memory access

Integrated with RMAN and Active Data Guard

maintenance tasks considered real access

CompressionNew features in Oracle Database 12cNew features in Oracle Database 12c

Network Compression Faster queries on advanced row (OLTP) compression

Wide tables (>255 columns) for advanced row (OLTP) compression

In-Database ArchivingSpeed up upgrade and reportsp p pg p

• Applications typically work with recent dataApplications typically work with recent data• But often need to retain data for 5 to 10 years

• In-Database Archiving provides the ability to archive infrequently used data within the databasewithin the database

• Archived data is invisible by default• Works with partition pruning and Exadata storage indexes to eliminate I/O for

archived data

• Archived data remains online for SQL Query & DMLs

In-Database ArchivingHow to enableHow to enable

Easily enabled for a table:

alter table

Application can marks rows as archived:

… row archival

update SALES_ORDERS …

set ORA_ARCHIVE_STATE = 1

Sessions can set default visibility to see all data or active data only (default)

alter session set

row archival visibility = [all | active]

In-Database ArchivingCompetitive

Oracle IBM Optim, Solix, Informatica, HP

A li ti Knowledge Packs for all OracleApplication Knowledge Required

Knowledge Packs for all Oracle Apps. Supports custom rules.

Consultant cost usually required.

N t f f ti litCost No cost for functionality (included in EE) Typical deal in $200K range

Schema Changes Minimal Required (typically shadow Schema Changes Minimal table)

Operational Impact Minimal Access to archive data requires special support, app dev effort

special support, app dev effort

Heat Map, Automatic Data Optimization and In-Database ArchivinggSummary

• Heat Map• Automatically tracks access• Database-aware: maintenance jobs, backups, etc don’t affect heat map

• Automatic Data OptimizationAutomatic Data Optimization• Declarative easy-to-use syntax to define data compression & movement policies• Extensible with business-specific logic

I D t b A hi i• In-Database Archiving• Automatically hide “archive” data from normal users• Keep archive data accessible, minimize impact on storage and performance

The preceding is intended to outline our general product direction. It is intended for information purposes only, and may p p y, ynot be incorporated into any contract. It is not a commitment to deliver any material, code, or functionality, and should not be relied upon in making purchasing decisions The developmentrelied upon in making purchasing decisions. The development, release, and timing of any features or functionality described for Oracle's products remains at the sole discretion of Oracle. Release timing for Oracle Database 12c is planned for CalendarRelease timing for Oracle Database 12c is planned for Calendar Year 2013.

1 Copyright © 2012, Oracle and/or its affiliates. All ...€¦ · – Fast analytics &...

Documents

Oracle HR Analytics

ORACLE STREAM ANALYTICS · oracle stream analytics oracle stream analytics oracle stream analytics platform empowering fast data and the internet of ... rest, kafka, mqtt are all

oracle features

Oracle Analytics...7 Oracle Predictive Analytics vs. Microsoft vs. Tableau Predictive Analytics Feature Satisfaction Per G2 Reviewers OAC [Oracle Analytics Cloud] is literally changing

Oracle Utilities Analytics Dashboards for Distribution ... · Oracle Utilities Analytics Dashboards for Distribution Analytics, Outage Analytics Metric Reference Guide Chapter 1 Dashboard

Oracle Management Cloud - IT Analytics - Resource Analytics

Oracle 12c Analytics New Features

Oracle Business Intelligence Publisher/Oracle Analytics

Analytics User Guide - Oracle...Oracle Knowledge Analytics User’s Guide iii Chapter 3: Oracle Knowledge Intelligent Search Analytics Reports. . . . . . . . 21 The Oracle Knowledge

Oracle® WebCenter Analytics · ... Oracle WebCenter Analytics provides the following basic ... WebCenter Analytics data to the end user

Replicate Oracle to Oracle, Oracle to MySQL, and Oracle to Analytics

New Features in Oracle Analytics Cloud 105.2vlamiscdn.com/papers2019/OAC_105-2-0_Whats_New.pdf · Enterprise Business Intelligence & Analytics Analytic Warehousing Data Mining and

EMC VMAX3 with Oracle Database 12c · with Oracle Database 12c, ... Analytics tab ... white paper also explores new features and enhancements to existing VMAX3

Oracle Business Analytics Overview

Oracle Essbase & Oracle Financial Analytics · Oracle Financial Analytics with Oracle Essbase: ... Measuring Performance Past . Future . ... Lead to Cash process

New Features in Oracle Analytics 5.6 & 5

Oracle Advanced Analytics

Replicate from Oracle to Oracle, Oracle to MySQL, and Oracle to Analytics

Oracle Analytics Strategy - Home - Northern Ohio OAUGnooaug.communities.oaug.org/.../Presentations/OOW_2015_Analytics.pdf · –Oracle BI Applications •New features available to

Oracle Hospitality Reporting and Analytics · Oracle Hospitality Reporting and Analytics User Guide, ... 8 Manager Communication ... Oracle Hospitality Reporting and Analytics is