SlideShare a Scribd company logo
1 of 28
Download to read offline
Amazon RDS
Benchmarking Amazon’s relational database service.




Alex Pérez, Sergio Mendoza, Roger Rafanell
28/5/2012
SDS
Outline
Benchmarking Amazon RDS

  Part 1: Introduction

  Part 2: Amazon RDS

  Part 3: Benchmark tests

  Part 4: Results evaluation

  Part 5: Conclusions
Outline
Benchmarking Amazon RDS

  Part 1: Introduction

  Part 2: Amazon RDS

  Part 3: Benchmark tests

  Part 4: Results evaluation

  Part 5: Conclusions
Introduction
Amazon Web Services ecosystem
Introduction



    Simple to Deploy

             Managed     Reliable
Compatible
    Inexpensive         Secure
             Scalable
Outline
Benchmarking Amazon RDS

  Part 1: Introduction

  Part 2: Amazon RDS

  Part 3: Benchmark tests

  Part 4: Results evaluation

  Part 5: Conclusions
Amazon RDS

Amazon Relational Database Service (RDS)?
“Is a web service that makes it easy to set up, operate,
 and scale a relational database in the cloud providing
         cost-efficient and resizable capacity.”
Amazon RDS
Deploying the database system
Amazon RDS
Deploying the database system
Amazon RDS
Deploying the database system
Amazon RDS
Deploying the database system
Amazon RDS

Uploading the information
Outline
Benchmarking Amazon RDS

  Part 1: Introduction

  Part 2: Amazon RDS

  Part 3: Benchmark tests

  Part 4: Results evaluation

  Part 5: Conclusions
Benchmark tests
Configuring JMeter…
Benchmark tests
Configuring JMeter…
Benchmark tests
Configuring JMeter…
Benchmark tests
Configuring JMeter…
Benchmark tests
Configuring JMeter…
Benchmark tests
Configuring JMeter…
Benchmark tests
Running JMeter…
Benchmark tests
Obtaining Results with JMeter…
Outline
Benchmarking Amazon RDS

  Part 1: Introduction

  Part 2: Amazon RDS

  Part 3: Benchmark tests

  Part 4: Results evaluation

  Part 5: Conclusions
Results evaluation
    Amazon RDS Instances Specs:

   Small DB Instance (0.105$): 1.7 GB memory, 1 ECU, Moderate I/O

   Large DB Instance (0.415$): 7.5 GB memory, 4 ECUs, High I/O

   Extra Large DB Instance (0.830$): 15 GB memory, 8 ECUs, High I/O

   HM Double Extra Large DB Instance (1.170$): 34 GB mem, 13 ECUs, High I/O



The pricing above applies to a standard DB Instance or Read Replica
deployed in a US West (Oregon) facilities.
Results evaluation
Throughput
                     Throughput                                                                                                 Serve Time
 (req/min)                                                                                    Time (ms)
 8000                                                                                           1200
 7000
                                                                                                1000
 6000
 5000
                                                                                                 800
 4000                                                                                            600
 3000                                                         Throughput                                                                               Serve Time
                                                                                                 400
 2000
                                                                                                 200
 1000
    0                                                                                              0
             Small   Large        XL            XXL                                                          Small      Large               XL   XXL
                       Database Size                                                                                        Database Size


                                                                 Quality/Price Ratio
                                       Time (ms)

                                        60000

                                        50000

                                        40000
                                                                                                                     Throughput

                                        30000
                                                                                                                     Serve Time
                                        20000

                                        10000


                                            0
                                                      Small      Large                   XL            XXL
                                                                         Database Size
Results evaluation
        Throughput    Throughput   Price      Price  Quality/Pri
         (req/min)   Improvement    ($)    Increment  ce Ratio
Small       5535           1       0,105        0    52714,286
Large       6792         1,227     0,415      3,952  16366,265
  XL        7072         1,278     0,830      7,905   8520,482
 XXL        7195         1,300     1,170     11,143   6149,573


        Serve Time    Serve Time   Price      Price  Quality/Pri
           (ms)      Improvement    ($)    Increment  ce Ratio
Small      1004            1       0,105        0     9561,905
Large       872          1,151     0,415      3,952   2101,205
 XL         836          1,201     0,830      7,905   1007,229
 XXL        821          1,223     1,170     11,143   701,709
Outline
Benchmarking Amazon RDS

  Part 1: Introduction

  Part 2: Amazon RDS

  Part 3: Benchmark tests

  Part 4: Results evaluation

  Part 5: Conclusions
Conclusions
 The biggest the instance the better the results.


 XL & XXL instances cannot be overloaded with just one
  instance requesting.


 Upgrade to a powerful instance just worth if meet the
  requirements and keeps the quality/price ratio.


 The small instance has the best quality/price ratio.
Doubts?
  alex.pb@tecninse.com
 sergiomendo@gmail.com
 rogerrafanell@gmail.com

More Related Content

Viewers also liked

ESAB in 2014.. Bedrijfspresentatie
ESAB in 2014.. BedrijfspresentatieESAB in 2014.. Bedrijfspresentatie
ESAB in 2014.. BedrijfspresentatieJorg Eichhorn
 
Matthew Ovington - Snakes and ladders: Trust and motivation in online gaming
Matthew Ovington - Snakes and ladders: Trust and motivation in online gamingMatthew Ovington - Snakes and ladders: Trust and motivation in online gaming
Matthew Ovington - Snakes and ladders: Trust and motivation in online gamingUCDUK
 
Now Hear This! Putting Voice, Video, and Text into Ruby on Rails
Now Hear This! Putting Voice, Video, and Text into Ruby on RailsNow Hear This! Putting Voice, Video, and Text into Ruby on Rails
Now Hear This! Putting Voice, Video, and Text into Ruby on RailsMojo Lingo
 
China accounting firm indepth research and investment strategic planning repo...
China accounting firm indepth research and investment strategic planning repo...China accounting firm indepth research and investment strategic planning repo...
China accounting firm indepth research and investment strategic planning repo...Qianzhan Intelligence
 
China midwestern cement industry production and marketing demand and investme...
China midwestern cement industry production and marketing demand and investme...China midwestern cement industry production and marketing demand and investme...
China midwestern cement industry production and marketing demand and investme...Qianzhan Intelligence
 
паули элина+научное шоу и мастер классы+идея
паули элина+научное шоу и мастер классы+идеяпаули элина+научное шоу и мастер классы+идея
паули элина+научное шоу и мастер классы+идеяElina Pauli
 
презентация литература
презентация литературапрезентация литература
презентация литератураCDO3
 
China diagnostic reagent industry production & marketing and investment forec...
China diagnostic reagent industry production & marketing and investment forec...China diagnostic reagent industry production & marketing and investment forec...
China diagnostic reagent industry production & marketing and investment forec...Qianzhan Intelligence
 
Urban intelligence - June 2012 - Asian cities and the global growth map
Urban intelligence - June 2012 - Asian cities and the global growth mapUrban intelligence - June 2012 - Asian cities and the global growth map
Urban intelligence - June 2012 - Asian cities and the global growth mapMIPIMWorld
 
China coatings industry production & marketing demand and investment forecast...
China coatings industry production & marketing demand and investment forecast...China coatings industry production & marketing demand and investment forecast...
China coatings industry production & marketing demand and investment forecast...Qianzhan Intelligence
 
Aprendizaje social
Aprendizaje socialAprendizaje social
Aprendizaje social26844369
 
海量用户数据处理及其在一淘广告和推荐中的应用
海量用户数据处理及其在一淘广告和推荐中的应用海量用户数据处理及其在一淘广告和推荐中的应用
海量用户数据处理及其在一淘广告和推荐中的应用Shaoning Pan
 

Viewers also liked (18)

ESAB in 2014.. Bedrijfspresentatie
ESAB in 2014.. BedrijfspresentatieESAB in 2014.. Bedrijfspresentatie
ESAB in 2014.. Bedrijfspresentatie
 
Ephata 635
Ephata 635Ephata 635
Ephata 635
 
Matthew Ovington - Snakes and ladders: Trust and motivation in online gaming
Matthew Ovington - Snakes and ladders: Trust and motivation in online gamingMatthew Ovington - Snakes and ladders: Trust and motivation in online gaming
Matthew Ovington - Snakes and ladders: Trust and motivation in online gaming
 
Now Hear This! Putting Voice, Video, and Text into Ruby on Rails
Now Hear This! Putting Voice, Video, and Text into Ruby on RailsNow Hear This! Putting Voice, Video, and Text into Ruby on Rails
Now Hear This! Putting Voice, Video, and Text into Ruby on Rails
 
WINPOT CASINO
WINPOT CASINOWINPOT CASINO
WINPOT CASINO
 
China accounting firm indepth research and investment strategic planning repo...
China accounting firm indepth research and investment strategic planning repo...China accounting firm indepth research and investment strategic planning repo...
China accounting firm indepth research and investment strategic planning repo...
 
China midwestern cement industry production and marketing demand and investme...
China midwestern cement industry production and marketing demand and investme...China midwestern cement industry production and marketing demand and investme...
China midwestern cement industry production and marketing demand and investme...
 
Ephata 629
Ephata 629Ephata 629
Ephata 629
 
паули элина+научное шоу и мастер классы+идея
паули элина+научное шоу и мастер классы+идеяпаули элина+научное шоу и мастер классы+идея
паули элина+научное шоу и мастер классы+идея
 
ARTIKEL SAIL KOMODO
ARTIKEL SAIL KOMODOARTIKEL SAIL KOMODO
ARTIKEL SAIL KOMODO
 
презентация литература
презентация литературапрезентация литература
презентация литература
 
China diagnostic reagent industry production & marketing and investment forec...
China diagnostic reagent industry production & marketing and investment forec...China diagnostic reagent industry production & marketing and investment forec...
China diagnostic reagent industry production & marketing and investment forec...
 
Urban intelligence - June 2012 - Asian cities and the global growth map
Urban intelligence - June 2012 - Asian cities and the global growth mapUrban intelligence - June 2012 - Asian cities and the global growth map
Urban intelligence - June 2012 - Asian cities and the global growth map
 
China coatings industry production & marketing demand and investment forecast...
China coatings industry production & marketing demand and investment forecast...China coatings industry production & marketing demand and investment forecast...
China coatings industry production & marketing demand and investment forecast...
 
Aprendizaje social
Aprendizaje socialAprendizaje social
Aprendizaje social
 
My trip to london
My trip to londonMy trip to london
My trip to london
 
Digital is a Philosophy by Augustine Fou
Digital is a Philosophy by Augustine FouDigital is a Philosophy by Augustine Fou
Digital is a Philosophy by Augustine Fou
 
海量用户数据处理及其在一淘广告和推荐中的应用
海量用户数据处理及其在一淘广告和推荐中的应用海量用户数据处理及其在一淘广告和推荐中的应用
海量用户数据处理及其在一淘广告和推荐中的应用
 

Similar to SDS Amazon RDS

MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012
MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012
MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012Amazon Web Services
 
White Paper: xDesign Online Editor & API Performance Benchmark Summary
White Paper: xDesign Online Editor & API Performance Benchmark Summary   White Paper: xDesign Online Editor & API Performance Benchmark Summary
White Paper: xDesign Online Editor & API Performance Benchmark Summary EMC
 
Starfish: A Self-tuning System for Big Data Analytics
Starfish: A Self-tuning System for Big Data AnalyticsStarfish: A Self-tuning System for Big Data Analytics
Starfish: A Self-tuning System for Big Data AnalyticsGrant Ingersoll
 
MongoDB and Apache HBase: Benchmarking
MongoDB and Apache HBase: BenchmarkingMongoDB and Apache HBase: Benchmarking
MongoDB and Apache HBase: BenchmarkingOlga Lavrentieva
 
Sun sparc enterprise t5440 server customer presentation
Sun sparc enterprise t5440 server customer presentationSun sparc enterprise t5440 server customer presentation
Sun sparc enterprise t5440 server customer presentationxKinAnx
 
Betting On Data Grids
Betting On Data GridsBetting On Data Grids
Betting On Data Gridsgojkoadzic
 
Open Source Versions of Amazon's SNS and SQS.pptx
Open Source Versions of Amazon's SNS and SQS.pptxOpen Source Versions of Amazon's SNS and SQS.pptx
Open Source Versions of Amazon's SNS and SQS.pptxOpenStack Foundation
 
Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...
Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...
Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...Cloudera, Inc.
 
AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...
AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...
AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...Amazon Web Services
 
Getting Started with Managed Database Services on AWS
Getting Started with Managed Database Services on AWSGetting Started with Managed Database Services on AWS
Getting Started with Managed Database Services on AWSAmazon Web Services
 
AWS Presentation at JasperWorld APAC
AWS Presentation at JasperWorld APACAWS Presentation at JasperWorld APAC
AWS Presentation at JasperWorld APACAmazon Web Services
 
What I did in My Internship @ WSO2
What I did in My Internship @ WSO2What I did in My Internship @ WSO2
What I did in My Internship @ WSO2Andun Sameera
 
How to save 16 million euro for your start up business
How to save 16 million euro for your start up businessHow to save 16 million euro for your start up business
How to save 16 million euro for your start up businesskantanmt
 
OTM in the Cloud - OTM SIG 2012
OTM in the Cloud - OTM SIG 2012OTM in the Cloud - OTM SIG 2012
OTM in the Cloud - OTM SIG 2012MavenWire
 
A Personal Assistant for Web Database Caching
A Personal Assistant for Web Database CachingA Personal Assistant for Web Database Caching
A Personal Assistant for Web Database CachingBeat Signer
 
COLO: COarse-grain LOck-stepping Virtual Machines for Non-stop Service
COLO: COarse-grain LOck-stepping Virtual Machines for Non-stop ServiceCOLO: COarse-grain LOck-stepping Virtual Machines for Non-stop Service
COLO: COarse-grain LOck-stepping Virtual Machines for Non-stop ServiceThe Linux Foundation
 
Oracle no sql overview brief
Oracle no sql overview briefOracle no sql overview brief
Oracle no sql overview briefInfiniteGraph
 
Cloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWebCloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWebjineshvaria
 

Similar to SDS Amazon RDS (20)

Capacidade Planejada
Capacidade PlanejadaCapacidade Planejada
Capacidade Planejada
 
MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012
MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012
MBL303 Scalable Mobile and Web Apps - AWS re: Invent 2012
 
White Paper: xDesign Online Editor & API Performance Benchmark Summary
White Paper: xDesign Online Editor & API Performance Benchmark Summary   White Paper: xDesign Online Editor & API Performance Benchmark Summary
White Paper: xDesign Online Editor & API Performance Benchmark Summary
 
Lte asia 2011 s niri
Lte asia 2011 s niriLte asia 2011 s niri
Lte asia 2011 s niri
 
Starfish: A Self-tuning System for Big Data Analytics
Starfish: A Self-tuning System for Big Data AnalyticsStarfish: A Self-tuning System for Big Data Analytics
Starfish: A Self-tuning System for Big Data Analytics
 
MongoDB and Apache HBase: Benchmarking
MongoDB and Apache HBase: BenchmarkingMongoDB and Apache HBase: Benchmarking
MongoDB and Apache HBase: Benchmarking
 
Sun sparc enterprise t5440 server customer presentation
Sun sparc enterprise t5440 server customer presentationSun sparc enterprise t5440 server customer presentation
Sun sparc enterprise t5440 server customer presentation
 
Betting On Data Grids
Betting On Data GridsBetting On Data Grids
Betting On Data Grids
 
Open Source Versions of Amazon's SNS and SQS.pptx
Open Source Versions of Amazon's SNS and SQS.pptxOpen Source Versions of Amazon's SNS and SQS.pptx
Open Source Versions of Amazon's SNS and SQS.pptx
 
Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...
Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...
Hadoop World 2011: BI on Hadoop in Financial Services - Stefan Grschupf, Data...
 
AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...
AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...
AWS re:Invent 2016: How DataXu scaled its Attribution System to handle billio...
 
Getting Started with Managed Database Services on AWS
Getting Started with Managed Database Services on AWSGetting Started with Managed Database Services on AWS
Getting Started with Managed Database Services on AWS
 
AWS Presentation at JasperWorld APAC
AWS Presentation at JasperWorld APACAWS Presentation at JasperWorld APAC
AWS Presentation at JasperWorld APAC
 
What I did in My Internship @ WSO2
What I did in My Internship @ WSO2What I did in My Internship @ WSO2
What I did in My Internship @ WSO2
 
How to save 16 million euro for your start up business
How to save 16 million euro for your start up businessHow to save 16 million euro for your start up business
How to save 16 million euro for your start up business
 
OTM in the Cloud - OTM SIG 2012
OTM in the Cloud - OTM SIG 2012OTM in the Cloud - OTM SIG 2012
OTM in the Cloud - OTM SIG 2012
 
A Personal Assistant for Web Database Caching
A Personal Assistant for Web Database CachingA Personal Assistant for Web Database Caching
A Personal Assistant for Web Database Caching
 
COLO: COarse-grain LOck-stepping Virtual Machines for Non-stop Service
COLO: COarse-grain LOck-stepping Virtual Machines for Non-stop ServiceCOLO: COarse-grain LOck-stepping Virtual Machines for Non-stop Service
COLO: COarse-grain LOck-stepping Virtual Machines for Non-stop Service
 
Oracle no sql overview brief
Oracle no sql overview briefOracle no sql overview brief
Oracle no sql overview brief
 
Cloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWebCloud Architectures - Jinesh Varia - GrepTheWeb
Cloud Architectures - Jinesh Varia - GrepTheWeb
 

More from Roger Rafanell Mas

How to build a self-service data platform and what it can do for your business?
How to build a self-service data platform and what it can do for your business?How to build a self-service data platform and what it can do for your business?
How to build a self-service data platform and what it can do for your business?Roger Rafanell Mas
 
Activate 2019 - Search and relevance at scale for online classifieds
Activate 2019 - Search and relevance at scale for online classifiedsActivate 2019 - Search and relevance at scale for online classifieds
Activate 2019 - Search and relevance at scale for online classifiedsRoger Rafanell Mas
 
Storm distributed cache workshop
Storm distributed cache workshopStorm distributed cache workshop
Storm distributed cache workshopRoger Rafanell Mas
 
Profiling & Testing with Spark
Profiling & Testing with SparkProfiling & Testing with Spark
Profiling & Testing with SparkRoger Rafanell Mas
 
IS-ENES COMP Superscalar tutorial
IS-ENES COMP Superscalar tutorialIS-ENES COMP Superscalar tutorial
IS-ENES COMP Superscalar tutorialRoger Rafanell Mas
 
MRI Energy-Efficient Cloud Computing
MRI Energy-Efficient Cloud ComputingMRI Energy-Efficient Cloud Computing
MRI Energy-Efficient Cloud ComputingRoger Rafanell Mas
 
EEDC Intelligent Placement of Datacenters
EEDC Intelligent Placement of DatacentersEEDC Intelligent Placement of Datacenters
EEDC Intelligent Placement of DatacentersRoger Rafanell Mas
 

More from Roger Rafanell Mas (13)

How to build a self-service data platform and what it can do for your business?
How to build a self-service data platform and what it can do for your business?How to build a self-service data platform and what it can do for your business?
How to build a self-service data platform and what it can do for your business?
 
Activate 2019 - Search and relevance at scale for online classifieds
Activate 2019 - Search and relevance at scale for online classifiedsActivate 2019 - Search and relevance at scale for online classifieds
Activate 2019 - Search and relevance at scale for online classifieds
 
Pensamiento lateral
Pensamiento lateralPensamiento lateral
Pensamiento lateral
 
Storm distributed cache workshop
Storm distributed cache workshopStorm distributed cache workshop
Storm distributed cache workshop
 
Profiling & Testing with Spark
Profiling & Testing with SparkProfiling & Testing with Spark
Profiling & Testing with Spark
 
IS-ENES COMP Superscalar tutorial
IS-ENES COMP Superscalar tutorialIS-ENES COMP Superscalar tutorial
IS-ENES COMP Superscalar tutorial
 
MRI Energy-Efficient Cloud Computing
MRI Energy-Efficient Cloud ComputingMRI Energy-Efficient Cloud Computing
MRI Energy-Efficient Cloud Computing
 
EEDC Programming Models
EEDC Programming ModelsEEDC Programming Models
EEDC Programming Models
 
EEDC Intelligent Placement of Datacenters
EEDC Intelligent Placement of DatacentersEEDC Intelligent Placement of Datacenters
EEDC Intelligent Placement of Datacenters
 
EEDC Everthing as a Service
EEDC Everthing as a ServiceEEDC Everthing as a Service
EEDC Everthing as a Service
 
EEDC Apache Pig Language
EEDC Apache Pig LanguageEEDC Apache Pig Language
EEDC Apache Pig Language
 
EEDC Distributed Systems
EEDC Distributed SystemsEEDC Distributed Systems
EEDC Distributed Systems
 
EEDC SOAP vs REST
EEDC SOAP vs RESTEEDC SOAP vs REST
EEDC SOAP vs REST
 

Recently uploaded

Top travel agency in panchkula - Best travel agents in panchkula
Top  travel agency in panchkula - Best travel agents in panchkulaTop  travel agency in panchkula - Best travel agents in panchkula
Top travel agency in panchkula - Best travel agents in panchkulauseyourbrain1122
 
Andheri Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri Call Girls 🥰 8617370543 Service Offer VIP Hot ModelAndheri Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
Andheri East Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri East Call Girls 🥰 8617370543 Service Offer VIP Hot ModelAndheri East Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri East Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
Ahmedabad Escort Service Ahmedabad Call Girl 0000000000
Ahmedabad Escort Service Ahmedabad Call Girl 0000000000Ahmedabad Escort Service Ahmedabad Call Girl 0000000000
Ahmedabad Escort Service Ahmedabad Call Girl 0000000000mountabuangels4u
 
Hire 💕 8617697112 Chamba Call Girls Service Call Girls Agency
Hire 💕 8617697112 Chamba Call Girls Service Call Girls AgencyHire 💕 8617697112 Chamba Call Girls Service Call Girls Agency
Hire 💕 8617697112 Chamba Call Girls Service Call Girls AgencyNitya salvi
 
WhatsApp Chat: 📞 8617697112 Independent Call Girls in Darjeeling
WhatsApp Chat: 📞 8617697112 Independent Call Girls in DarjeelingWhatsApp Chat: 📞 8617697112 Independent Call Girls in Darjeeling
WhatsApp Chat: 📞 8617697112 Independent Call Girls in DarjeelingNitya salvi
 
Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...
Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...
Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...Nitya salvi
 
Ooty Call Girls 8250077686 Service Offer VIP Hot Model
Ooty Call Girls 8250077686 Service Offer VIP Hot ModelOoty Call Girls 8250077686 Service Offer VIP Hot Model
Ooty Call Girls 8250077686 Service Offer VIP Hot ModelDeiva Sain Call Girl
 
Kanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
Kanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort ServiceKanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
Kanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort ServiceDamini Dixit
 
Elevate Your Busy Season Email Marketing, Holly May Webinar.pptx
Elevate Your Busy Season Email Marketing, Holly May Webinar.pptxElevate Your Busy Season Email Marketing, Holly May Webinar.pptx
Elevate Your Busy Season Email Marketing, Holly May Webinar.pptxRezStream
 
Darjeeling Call Girls 8250077686 Service Offer VIP Hot Model
Darjeeling Call Girls 8250077686 Service Offer VIP Hot ModelDarjeeling Call Girls 8250077686 Service Offer VIP Hot Model
Darjeeling Call Girls 8250077686 Service Offer VIP Hot ModelDeiva Sain Call Girl
 
Sample sample sample sample sample sample
Sample sample sample sample sample sampleSample sample sample sample sample sample
Sample sample sample sample sample sampleCasey Keith
 
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...Apsara Of India
 
Genuine 9332606886 Hot and Beautiful 💕 Pune Escorts call Girls
Genuine 9332606886 Hot and Beautiful 💕 Pune Escorts call GirlsGenuine 9332606886 Hot and Beautiful 💕 Pune Escorts call Girls
Genuine 9332606886 Hot and Beautiful 💕 Pune Escorts call GirlsDeiva Sain Call Girl
 
Hire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls AgencyHire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls AgencyNitya salvi
 
Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...
Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...
Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...Nitya salvi
 
WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...
WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...
WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...Nitya salvi
 
Mathura Call Girls 8250077686 Service Offer VIP Hot Model
Mathura Call Girls 8250077686 Service Offer VIP Hot ModelMathura Call Girls 8250077686 Service Offer VIP Hot Model
Mathura Call Girls 8250077686 Service Offer VIP Hot ModelDeiva Sain Call Girl
 
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh HaldighatiApsara Of India
 
Hire 💕 8617697112 Reckong Peo Call Girls Service Call Girls Agency
Hire 💕 8617697112 Reckong Peo Call Girls Service Call Girls AgencyHire 💕 8617697112 Reckong Peo Call Girls Service Call Girls Agency
Hire 💕 8617697112 Reckong Peo Call Girls Service Call Girls AgencyNitya salvi
 

Recently uploaded (20)

Top travel agency in panchkula - Best travel agents in panchkula
Top  travel agency in panchkula - Best travel agents in panchkulaTop  travel agency in panchkula - Best travel agents in panchkula
Top travel agency in panchkula - Best travel agents in panchkula
 
Andheri Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri Call Girls 🥰 8617370543 Service Offer VIP Hot ModelAndheri Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Andheri East Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri East Call Girls 🥰 8617370543 Service Offer VIP Hot ModelAndheri East Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Andheri East Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Ahmedabad Escort Service Ahmedabad Call Girl 0000000000
Ahmedabad Escort Service Ahmedabad Call Girl 0000000000Ahmedabad Escort Service Ahmedabad Call Girl 0000000000
Ahmedabad Escort Service Ahmedabad Call Girl 0000000000
 
Hire 💕 8617697112 Chamba Call Girls Service Call Girls Agency
Hire 💕 8617697112 Chamba Call Girls Service Call Girls AgencyHire 💕 8617697112 Chamba Call Girls Service Call Girls Agency
Hire 💕 8617697112 Chamba Call Girls Service Call Girls Agency
 
WhatsApp Chat: 📞 8617697112 Independent Call Girls in Darjeeling
WhatsApp Chat: 📞 8617697112 Independent Call Girls in DarjeelingWhatsApp Chat: 📞 8617697112 Independent Call Girls in Darjeeling
WhatsApp Chat: 📞 8617697112 Independent Call Girls in Darjeeling
 
Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...
Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...
Night 7k to 12k Lahaul and Spiti Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Esco...
 
Ooty Call Girls 8250077686 Service Offer VIP Hot Model
Ooty Call Girls 8250077686 Service Offer VIP Hot ModelOoty Call Girls 8250077686 Service Offer VIP Hot Model
Ooty Call Girls 8250077686 Service Offer VIP Hot Model
 
Kanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
Kanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort ServiceKanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
Kanpur Call Girls Service ☎ ️82500–77686 ☎️ Enjoy 24/7 Escort Service
 
Elevate Your Busy Season Email Marketing, Holly May Webinar.pptx
Elevate Your Busy Season Email Marketing, Holly May Webinar.pptxElevate Your Busy Season Email Marketing, Holly May Webinar.pptx
Elevate Your Busy Season Email Marketing, Holly May Webinar.pptx
 
Darjeeling Call Girls 8250077686 Service Offer VIP Hot Model
Darjeeling Call Girls 8250077686 Service Offer VIP Hot ModelDarjeeling Call Girls 8250077686 Service Offer VIP Hot Model
Darjeeling Call Girls 8250077686 Service Offer VIP Hot Model
 
Sample sample sample sample sample sample
Sample sample sample sample sample sampleSample sample sample sample sample sample
Sample sample sample sample sample sample
 
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
 
Genuine 9332606886 Hot and Beautiful 💕 Pune Escorts call Girls
Genuine 9332606886 Hot and Beautiful 💕 Pune Escorts call GirlsGenuine 9332606886 Hot and Beautiful 💕 Pune Escorts call Girls
Genuine 9332606886 Hot and Beautiful 💕 Pune Escorts call Girls
 
Hire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls AgencyHire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
 
Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...
Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...
Night 7k to 12k Daman Call Girls 👉👉 8617697112⭐⭐ 100% Genuine Escort Service ...
 
WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...
WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...
WhatsApp Chat: 📞 8617697112 Hire Call Girls Cooch Behar For a Sensual Sex Exp...
 
Mathura Call Girls 8250077686 Service Offer VIP Hot Model
Mathura Call Girls 8250077686 Service Offer VIP Hot ModelMathura Call Girls 8250077686 Service Offer VIP Hot Model
Mathura Call Girls 8250077686 Service Offer VIP Hot Model
 
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
 
Hire 💕 8617697112 Reckong Peo Call Girls Service Call Girls Agency
Hire 💕 8617697112 Reckong Peo Call Girls Service Call Girls AgencyHire 💕 8617697112 Reckong Peo Call Girls Service Call Girls Agency
Hire 💕 8617697112 Reckong Peo Call Girls Service Call Girls Agency
 

SDS Amazon RDS