SlideShare a Scribd company logo
1 of 38
AWR Warehouse
An Introduction
whoami
Developer turned Oracle DBA
Based in Hong Kong
Co-Founder of HKOUG (Hong Kong Oracle User Group)
Occasional Blogger (mostly bugs I hit) at jolliffe.hk
Twitter @jolliffe
https://www.linkedin.com/in/jolliffe
Contents
The Automatic Workload Repository
The Case for AWR Warehouse
Configuring and Using AWR Warehouse
A Couple of Recommendations
ETL Process Flow
The Automatic Workload
Repository (AWR)
The Automatic Workload Repository (AWR)
A built-in repository in every (Enterprise
Edition) Oracle database
Regular snapshots of vital statistics
Data stored in SYSAUX tablespace
Enabled by default
Part of the Diagnostic and Tuning Option ($$$)
Either Query data yourself
Also tightly integrated with Enterpise Manager
Active Session History (ASH)
Every second the state every non-idle session
is recorded (in memory), and exposed as
V$ACTIVE_SESSION_HISTORY
One in ten moved to persistent storage:
DBA_HIST_ACTIVE_SESSION_HISTORY
Useful for troubleshooting performance
issues after they happen
The Case for AWR Warehouse
If AWR is full of
useful
information….
...then why do we
keep throwing it
away?
Reasons for Purging AWR
▪ It’s the default (for a reason)
▪ Database/SYSAUX Growth leads to
▪ Longer Backups
▪ Longer Upgrades
▪ Querying affects production
performance ($$$)
Enter AWR Warehouse
▪ Offload AWR History to a separate
instance
▪ Schedule backups and upgrades
separately
▪ Leverage Enterprise Manager for
▪ Target Discovery
▪ Reporting
Additive Free
▪(Almost) no new tables
▪ Uses current tables (WRH$ exposed
as DBA_HIST_)
▪Partitioned by dbid, snap_id
▪Except
▪ Caw_dbid_mapping
▪ ETL process flow
No Hidden Charges
A ... single instance Oracle Database
can be ... used as an infrastructure
repository for ... Automatic Workload
Repository (AWR) Warehouse ...
without additional license
requirements, provided that all the
targets are correctly licensed. It may
not be used or deployed for other uses.
http://docs.oracle.com/cd/E80920_01/DBLIC/Licensing-Information.htm
Configuring AWR Warehouse
Using AWR Warehouse
A Couple of Recommendations
Keep It Separate
▪ A Dedicated Instance
▪ On a Dedicated Host
▪ Not OEM Repository
Welcome to the Future
▪ Use 12cR2 for the Repository
database
▪ Low risk exposure to
▪ New features
▪ New bugs
ETL Process Flow
ETL Process Flow - General Points
▪ Use the Source
▪ Separate schedules
▪All objects owned by dbsnmp
▪ Some simplifications
▪ Table Names (CAW_ prefix)
▪ Error Handling
Enterprise
ManagerA
AWR
R
R
1234
B
AWR
C
AWR
A B
AWR
567891011
Transfer Load
Extract
Extract
Extract
A B
AWRCAWR
Transfer
Overview
49-6049-63
C
extract_metadata
snaps transferred
01 24 N
25 48 N
49 72 N
3
day
2
1run_extractrun_extract
123456789101112
49-66
48-72
25-48
01-24
AWR
01 24 N
25 48 N
49 72 N
Extract
Enterprise
Manager
ZIP
C
extract_metadata
snaps transferred
01 24 N
25 48 N
49 72 N
R
load_metadata
em_id target db_id snaps imported
1 A 101 01 24 N
1 B 102 01 24 N
1 C 103 01 24 N
1 C 103 25 48 N
1 C 103 49 72 N
123456
Y
Y
Y
1 C 103 01 24 N
1 C 103 25 48 N
1 C 103 49 72 N
ZIP ZIPZIP
78
1_xxx_103_01_24.dmp
1_xxx_103_25_48.dmp
1_xxx_103_49_72.dmp
9
Transfer
AWRLOAD$201AWRLOAD$203AWRLOAD$201AWRLOAD$202AWRLOAD$201
run_worker
run_master
run_worker
run_master
3
day
2
1
load_workers
target staging_dir
A AWRLOAD$201
B AWRLOAD$202
dbid_mapping
target dbid
R 042
A 101
B 102
C 103
042 101 103102
R
load_metadata
target dbid snaps imported
A 101 49 72 Y
B 102 49 72 Y
C 103 01 24 Y
C 103 25 48 Y
C 103 49 72 Y
dbid CAWR
N
N
Y
Y
NY
NY
NY
A AWRLOAD$201
B AWRLOAD$202
C AWRLOAD$203C AWRLOAD$203
103C
12345678910111213141516171819202122232425
Load SELECT
property_value
FROM
dbsnmp.caw_properties
WHERE
property_name =
'max_parallel_loads';
PROPERTY_VALUE
2
In Summary
AWR Warehouse saves
you $$$
Install it, use it
Understand how it works
Further Reading
https://docs.oracle.com/database/122/TDPPT/using-automatic-workload-repository-warehouse.htm
http://dbakevlar.com/category/awr-warehouse/
https://jolliffe.hk/category/enterprise-manager/awr-warehouse/
Any
Questions?Thank You!

More Related Content

What's hot

Exadata SMART Monitoring - OEM 13c
Exadata SMART Monitoring - OEM 13cExadata SMART Monitoring - OEM 13c
Exadata SMART Monitoring - OEM 13cAlfredo Krieg
 
Collaborate 2019 - How to Understand an AWR Report
Collaborate 2019 - How to Understand an AWR ReportCollaborate 2019 - How to Understand an AWR Report
Collaborate 2019 - How to Understand an AWR ReportAlfredo Krieg
 
Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014
Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014
Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014Alex Zaballa
 
Migrate database to Exadata using RMAN duplicate
Migrate database to Exadata using RMAN duplicateMigrate database to Exadata using RMAN duplicate
Migrate database to Exadata using RMAN duplicateUmair Mansoob
 
AWR DB performance Data Mining - Collaborate 2015
AWR DB performance Data Mining - Collaborate 2015AWR DB performance Data Mining - Collaborate 2015
AWR DB performance Data Mining - Collaborate 2015Yury Velikanov
 
In Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry OsborneIn Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry OsborneEnkitec
 
Oracle Enterprise Manager Cloud Control 13c for DBAs
Oracle Enterprise Manager Cloud Control 13c for DBAsOracle Enterprise Manager Cloud Control 13c for DBAs
Oracle Enterprise Manager Cloud Control 13c for DBAsGokhan Atil
 
Your tuning arsenal: AWR, ADDM, ASH, Metrics and Advisors
Your tuning arsenal: AWR, ADDM, ASH, Metrics and AdvisorsYour tuning arsenal: AWR, ADDM, ASH, Metrics and Advisors
Your tuning arsenal: AWR, ADDM, ASH, Metrics and AdvisorsJohn Kanagaraj
 
Key to a successful Exadata POC
Key to a successful Exadata POCKey to a successful Exadata POC
Key to a successful Exadata POCUmair Mansoob
 
Oracle Enterprise Manager 12c: The Oracle Monitoring tool of choice – Why yo...
Oracle Enterprise Manager 12c:  The Oracle Monitoring tool of choice – Why yo...Oracle Enterprise Manager 12c:  The Oracle Monitoring tool of choice – Why yo...
Oracle Enterprise Manager 12c: The Oracle Monitoring tool of choice – Why yo...Jeff Kayser
 
Create your oracle_apps_r12_lab_with_less_than_us1000
Create your oracle_apps_r12_lab_with_less_than_us1000Create your oracle_apps_r12_lab_with_less_than_us1000
Create your oracle_apps_r12_lab_with_less_than_us1000Ajith Narayanan
 
Best practices for large oracle apps r12 implementations apps14
Best practices for large oracle apps r12 implementations apps14Best practices for large oracle apps r12 implementations apps14
Best practices for large oracle apps r12 implementations apps14Ajith Narayanan
 
Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...
Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...
Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...Alex Zaballa
 
Analyzing and Interpreting AWR
Analyzing and Interpreting AWRAnalyzing and Interpreting AWR
Analyzing and Interpreting AWRpasalapudi
 
Oracle Rac Performance Tunning Tips&Tricks
Oracle Rac Performance Tunning Tips&TricksOracle Rac Performance Tunning Tips&Tricks
Oracle Rac Performance Tunning Tips&TricksZekeriya Besiroglu
 

What's hot (20)

Exadata SMART Monitoring - OEM 13c
Exadata SMART Monitoring - OEM 13cExadata SMART Monitoring - OEM 13c
Exadata SMART Monitoring - OEM 13c
 
Using AWR for SQL Analysis
Using AWR for SQL AnalysisUsing AWR for SQL Analysis
Using AWR for SQL Analysis
 
Power of the AWR Warehouse
Power of the AWR WarehousePower of the AWR Warehouse
Power of the AWR Warehouse
 
Collaborate 2019 - How to Understand an AWR Report
Collaborate 2019 - How to Understand an AWR ReportCollaborate 2019 - How to Understand an AWR Report
Collaborate 2019 - How to Understand an AWR Report
 
Intro to ASH
Intro to ASHIntro to ASH
Intro to ASH
 
Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014
Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014
Flex Cluster e Flex ASM - GUOB Tech Day - OTN TOUR LA Brazil 2014
 
Migrate database to Exadata using RMAN duplicate
Migrate database to Exadata using RMAN duplicateMigrate database to Exadata using RMAN duplicate
Migrate database to Exadata using RMAN duplicate
 
AWR DB performance Data Mining - Collaborate 2015
AWR DB performance Data Mining - Collaborate 2015AWR DB performance Data Mining - Collaborate 2015
AWR DB performance Data Mining - Collaborate 2015
 
In Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry OsborneIn Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry Osborne
 
Oracle Enterprise Manager Cloud Control 13c for DBAs
Oracle Enterprise Manager Cloud Control 13c for DBAsOracle Enterprise Manager Cloud Control 13c for DBAs
Oracle Enterprise Manager Cloud Control 13c for DBAs
 
Your tuning arsenal: AWR, ADDM, ASH, Metrics and Advisors
Your tuning arsenal: AWR, ADDM, ASH, Metrics and AdvisorsYour tuning arsenal: AWR, ADDM, ASH, Metrics and Advisors
Your tuning arsenal: AWR, ADDM, ASH, Metrics and Advisors
 
Key to a successful Exadata POC
Key to a successful Exadata POCKey to a successful Exadata POC
Key to a successful Exadata POC
 
Oracle SQL Tuning
Oracle SQL TuningOracle SQL Tuning
Oracle SQL Tuning
 
Oracle Enterprise Manager 12c: The Oracle Monitoring tool of choice – Why yo...
Oracle Enterprise Manager 12c:  The Oracle Monitoring tool of choice – Why yo...Oracle Enterprise Manager 12c:  The Oracle Monitoring tool of choice – Why yo...
Oracle Enterprise Manager 12c: The Oracle Monitoring tool of choice – Why yo...
 
Create your oracle_apps_r12_lab_with_less_than_us1000
Create your oracle_apps_r12_lab_with_less_than_us1000Create your oracle_apps_r12_lab_with_less_than_us1000
Create your oracle_apps_r12_lab_with_less_than_us1000
 
Best practices for large oracle apps r12 implementations apps14
Best practices for large oracle apps r12 implementations apps14Best practices for large oracle apps r12 implementations apps14
Best practices for large oracle apps r12 implementations apps14
 
Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...
Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...
Oracle Database 12c - The Best Oracle Database 12c Tuning Features for Develo...
 
Analyzing and Interpreting AWR
Analyzing and Interpreting AWRAnalyzing and Interpreting AWR
Analyzing and Interpreting AWR
 
Using Statspack and AWR for Memory Monitoring and Tuning
Using Statspack and AWR for Memory Monitoring and TuningUsing Statspack and AWR for Memory Monitoring and Tuning
Using Statspack and AWR for Memory Monitoring and Tuning
 
Oracle Rac Performance Tunning Tips&Tricks
Oracle Rac Performance Tunning Tips&TricksOracle Rac Performance Tunning Tips&Tricks
Oracle Rac Performance Tunning Tips&Tricks
 

Similar to AWR Warehouse - An Introduction (HKOUG)

Kellyn Pot'Vin-Gorman - Power awr warehouse2
Kellyn Pot'Vin-Gorman - Power awr warehouse2Kellyn Pot'Vin-Gorman - Power awr warehouse2
Kellyn Pot'Vin-Gorman - Power awr warehouse2gaougorg
 
Oracle Exadata Performance: Latest Improvements and Less Known Features
Oracle Exadata Performance: Latest Improvements and Less Known FeaturesOracle Exadata Performance: Latest Improvements and Less Known Features
Oracle Exadata Performance: Latest Improvements and Less Known FeaturesTanel Poder
 
Updated Power of the AWR Warehouse, Dallas, HQ, etc.
Updated Power of the AWR Warehouse, Dallas, HQ, etc.Updated Power of the AWR Warehouse, Dallas, HQ, etc.
Updated Power of the AWR Warehouse, Dallas, HQ, etc.Kellyn Pot'Vin-Gorman
 
Extreme replication at IOUG Collaborate 15
Extreme replication at IOUG Collaborate 15Extreme replication at IOUG Collaborate 15
Extreme replication at IOUG Collaborate 15Bobby Curtis
 
Power of the AWR Warehouse- HotSos Symposium 2015
Power of the AWR Warehouse-  HotSos Symposium 2015Power of the AWR Warehouse-  HotSos Symposium 2015
Power of the AWR Warehouse- HotSos Symposium 2015Kellyn Pot'Vin-Gorman
 
Adventures in Dataguard
Adventures in DataguardAdventures in Dataguard
Adventures in DataguardJason Arneil
 
Getting optimal performance from oracle e business suite
Getting optimal performance from oracle e business suiteGetting optimal performance from oracle e business suite
Getting optimal performance from oracle e business suiteaioughydchapter
 
Getting optimal performance from oracle e business suite(aioug aug2015)
Getting optimal performance from oracle e business suite(aioug aug2015)Getting optimal performance from oracle e business suite(aioug aug2015)
Getting optimal performance from oracle e business suite(aioug aug2015)pasalapudi123
 
0396 oracle-goldengate-12c-tutorial
0396 oracle-goldengate-12c-tutorial0396 oracle-goldengate-12c-tutorial
0396 oracle-goldengate-12c-tutorialKlausePaulino
 
Using Snap Clone with Enterprise Manager 12c
Using Snap Clone with Enterprise Manager 12cUsing Snap Clone with Enterprise Manager 12c
Using Snap Clone with Enterprise Manager 12cPete Sharman
 

Similar to AWR Warehouse - An Introduction (HKOUG) (20)

ODTUG Webinar AWR Warehouse
ODTUG Webinar AWR WarehouseODTUG Webinar AWR Warehouse
ODTUG Webinar AWR Warehouse
 
Kellyn Pot'Vin-Gorman - Power awr warehouse2
Kellyn Pot'Vin-Gorman - Power awr warehouse2Kellyn Pot'Vin-Gorman - Power awr warehouse2
Kellyn Pot'Vin-Gorman - Power awr warehouse2
 
Oracle Exadata Performance: Latest Improvements and Less Known Features
Oracle Exadata Performance: Latest Improvements and Less Known FeaturesOracle Exadata Performance: Latest Improvements and Less Known Features
Oracle Exadata Performance: Latest Improvements and Less Known Features
 
Updated Power of the AWR Warehouse, Dallas, HQ, etc.
Updated Power of the AWR Warehouse, Dallas, HQ, etc.Updated Power of the AWR Warehouse, Dallas, HQ, etc.
Updated Power of the AWR Warehouse, Dallas, HQ, etc.
 
Ashawr perf kscope
Ashawr perf kscopeAshawr perf kscope
Ashawr perf kscope
 
Sfrac ovm migration
Sfrac ovm migrationSfrac ovm migration
Sfrac ovm migration
 
Oracle analysis 101_v1.0_ext
Oracle analysis 101_v1.0_extOracle analysis 101_v1.0_ext
Oracle analysis 101_v1.0_ext
 
RMAN – The Pocket Knife of a DBA
RMAN – The Pocket Knife of a DBA RMAN – The Pocket Knife of a DBA
RMAN – The Pocket Knife of a DBA
 
PASS Summit 2020
PASS Summit 2020PASS Summit 2020
PASS Summit 2020
 
AWR, ASH with EM13 at HotSos 2016
AWR, ASH with EM13 at HotSos 2016AWR, ASH with EM13 at HotSos 2016
AWR, ASH with EM13 at HotSos 2016
 
Convert single instance to RAC
Convert single instance to RACConvert single instance to RAC
Convert single instance to RAC
 
Extreme replication at IOUG Collaborate 15
Extreme replication at IOUG Collaborate 15Extreme replication at IOUG Collaborate 15
Extreme replication at IOUG Collaborate 15
 
Power of the AWR Warehouse- HotSos Symposium 2015
Power of the AWR Warehouse-  HotSos Symposium 2015Power of the AWR Warehouse-  HotSos Symposium 2015
Power of the AWR Warehouse- HotSos Symposium 2015
 
11g R2
11g R211g R2
11g R2
 
Maximizing Oracle RAC Uptime
Maximizing Oracle RAC UptimeMaximizing Oracle RAC Uptime
Maximizing Oracle RAC Uptime
 
Adventures in Dataguard
Adventures in DataguardAdventures in Dataguard
Adventures in Dataguard
 
Getting optimal performance from oracle e business suite
Getting optimal performance from oracle e business suiteGetting optimal performance from oracle e business suite
Getting optimal performance from oracle e business suite
 
Getting optimal performance from oracle e business suite(aioug aug2015)
Getting optimal performance from oracle e business suite(aioug aug2015)Getting optimal performance from oracle e business suite(aioug aug2015)
Getting optimal performance from oracle e business suite(aioug aug2015)
 
0396 oracle-goldengate-12c-tutorial
0396 oracle-goldengate-12c-tutorial0396 oracle-goldengate-12c-tutorial
0396 oracle-goldengate-12c-tutorial
 
Using Snap Clone with Enterprise Manager 12c
Using Snap Clone with Enterprise Manager 12cUsing Snap Clone with Enterprise Manager 12c
Using Snap Clone with Enterprise Manager 12c
 

Recently uploaded

Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsAndrey Dotsenko
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDGMarianaLemus7
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfngoud9212
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 

Recently uploaded (20)

Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort ServiceHot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
Hot Sexy call girls in Panjabi Bagh 🔝 9953056974 🔝 Delhi escort Service
 
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
APIForce Zurich 5 April Automation LPDG
APIForce Zurich 5 April  Automation LPDGAPIForce Zurich 5 April  Automation LPDG
APIForce Zurich 5 April Automation LPDG
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
Bluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdfBluetooth Controlled Car with Arduino.pdf
Bluetooth Controlled Car with Arduino.pdf
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 

AWR Warehouse - An Introduction (HKOUG)