Using the CAP theorem as a way to pick Cloud Service providers

•

1 gefällt mir•441 views

Using the CAP theorem as a tool to pick cloud services - initial thoughts on using the CAP theorem as a tool in everyday life.

Technologie

Picking the Right Cloud Services Amarnath N. S. / Sr. Architect /Yahoo! Inc. Architecture World ’10 Yahoo! Copyright

Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’10 Yahoo! Copyright

CAP Theorem ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 Yahoo! Copyright

CAP Theorem ,[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Implications for User Experience ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

CAP – AP and CP systems Architecture World ’09 © Copyright Yahoo! Inc. v 0 DB v 0

CAP Theorem – CA system Architecture World ’09 © Copyright Yahoo! Inc. v 1 v 2 m v 1

CAP Theorem – CA System Architecture World ’09 © Copyright Yahoo! Inc. v 1 v 2 m ,[object Object],[object Object],[object Object]

Implications for User experience ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Implications for User Experience ,[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Evaluating Cloud Services ,[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Example Flow – Booking a seat ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Cloud Service Infrastructure ,[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Some Cloud Service Providers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Evaluating Cloud Services ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

CAP characteristics for user flows Architecture World ’09 © Copyright Yahoo! Inc. User Flow Requires Amazon AWS Google AppEngine Microsoft Azure C A P C A P C A P C A P Examine flight options (GET function) ✖ ✔ ✔ ✖ ✔ ✔ ✔ ✔ ✖ ✔ ✔ ✖ Reserves seat (PUT function) ✔ ✔ ✖ ✖ ✔ ✔ ✔ ✔ ✖ ✔ ✔ ✖ Reporting flight reservations (GET function) ✔ ✖ ✔ ✖ ✔ ✔ ✔ ✔ ✖ ✔ ✔ ✖

Combinations of Cloud Services ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Design of Cloud Services ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Common Infrastructure for Cloud Services ,[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Design of Cloud Services ,[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ’09 © Copyright Yahoo! Inc.

Summary ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Architecture World ‘10

References ,[object Object],[object Object],[object Object],Architecture World ’09 Yahoo! Copyright

Empfohlen

IRJET- Commercial Web Application Load Balancing based on Hybrid CloudIRJET Journal

Executing Migrations at the Speed of Light How to Maximise Your Velocity - AW...Amazon Web Services

Jump-start your application migration to AWS with CloudEndure - STG305 - New ...Amazon Web Services

Building Serverless Applications That Align with Twelve-Factor Methods - AWS ...Amazon Web Services

Fast-Track Your Application Modernisation Journey with Containers - AWS Summi...Amazon Web Services

S107 5 compelling reasons for using cics in the cloudnick_garrod

DevConZM - Modern Applications Development in the CloudCobus Bernard

Java Developer on AWS 在AWS上開發Java應用Amazon Web Services

Empfohlen

IRJET- Commercial Web Application Load Balancing based on Hybrid CloudIRJET Journal

Executing Migrations at the Speed of Light How to Maximise Your Velocity - AW...Amazon Web Services

Jump-start your application migration to AWS with CloudEndure - STG305 - New ...Amazon Web Services

Building Serverless Applications That Align with Twelve-Factor Methods - AWS ...Amazon Web Services

Fast-Track Your Application Modernisation Journey with Containers - AWS Summi...Amazon Web Services

S107 5 compelling reasons for using cics in the cloudnick_garrod

DevConZM - Modern Applications Development in the CloudCobus Bernard

Java Developer on AWS 在AWS上開發Java應用Amazon Web Services

AWS Accra Meetup - Developing Modern Applications in the CloudCobus Bernard

AWS Jozi Meetup Developing Modern Applications in the CloudCobus Bernard

Ibm xamarin gtrutyRon Favali

AWS 如何協助客戶建立 DevOps 流程Amazon Web Services

Scaling IntegrationKim Clark

Implementing Service Oriented Architecture Amazon Web Services

Implementing Service Oriented ArchitectureAmazon Web Services

打破時空藩籬，輕鬆存取您的雲端工作負載Amazon Web Services

The Business Case behind Cloud Computing - The risks and rewardsOptimation

Serverless on AWS overview - PeachPayments meetupCobus Bernard

Dell and KEMP - Partnering for scale Kemp

VMware vFabric - CIO Webinar - Al SargentVMware vFabric

internship paperBandhana Harlalka

Scalable serverless architectures using event-driven design - MAD310 - Chicag...Amazon Web Services

Building Fault Tolerant Applications in the cloud - AWS Summit 2012 - NYC Amazon Web Services

Modernizing legacy applications with Amazon EKS - MAD301 - Chicago AWS SummitAmazon Web Services

Cloud Data IntegrationRobert May

Cloud native integrationKim Clark

Deep Dive on Container Networking at Scale on Amazon EKS, Amazon ECS, & Amazo...Amazon Web Services

Roadmap to hyper hybrid cloudKorea Advanced Institute of Science and Technology

Department for Civil and Transport Engineeringthebraverangel

Gclub061913Almazbek Sartbaev

Weitere ähnliche Inhalte

Was ist angesagt?

AWS Accra Meetup - Developing Modern Applications in the CloudCobus Bernard

AWS Jozi Meetup Developing Modern Applications in the CloudCobus Bernard

Ibm xamarin gtrutyRon Favali

AWS 如何協助客戶建立 DevOps 流程Amazon Web Services

Scaling IntegrationKim Clark

Implementing Service Oriented Architecture Amazon Web Services

Implementing Service Oriented ArchitectureAmazon Web Services

打破時空藩籬，輕鬆存取您的雲端工作負載Amazon Web Services

The Business Case behind Cloud Computing - The risks and rewardsOptimation

Serverless on AWS overview - PeachPayments meetupCobus Bernard

Dell and KEMP - Partnering for scale Kemp

VMware vFabric - CIO Webinar - Al SargentVMware vFabric

internship paperBandhana Harlalka

Scalable serverless architectures using event-driven design - MAD310 - Chicag...Amazon Web Services

Building Fault Tolerant Applications in the cloud - AWS Summit 2012 - NYC Amazon Web Services

Modernizing legacy applications with Amazon EKS - MAD301 - Chicago AWS SummitAmazon Web Services

Cloud Data IntegrationRobert May

Cloud native integrationKim Clark

Deep Dive on Container Networking at Scale on Amazon EKS, Amazon ECS, & Amazo...Amazon Web Services

Roadmap to hyper hybrid cloudKorea Advanced Institute of Science and Technology

Was ist angesagt? (20)

AWS Accra Meetup - Developing Modern Applications in the Cloud

AWS Jozi Meetup Developing Modern Applications in the Cloud

Ibm xamarin gtruty

AWS 如何協助客戶建立 DevOps 流程

Scaling Integration

Implementing Service Oriented Architecture

打破時空藩籬，輕鬆存取您的雲端工作負載

The Business Case behind Cloud Computing - The risks and rewards

Serverless on AWS overview - PeachPayments meetup

Dell and KEMP - Partnering for scale

VMware vFabric - CIO Webinar - Al Sargent

internship paper

Scalable serverless architectures using event-driven design - MAD310 - Chicag...

Building Fault Tolerant Applications in the cloud - AWS Summit 2012 - NYC

Modernizing legacy applications with Amazon EKS - MAD301 - Chicago AWS Summit

Cloud Data Integration

Cloud native integration

Deep Dive on Container Networking at Scale on Amazon EKS, Amazon ECS, & Amazo...

Roadmap to hyper hybrid cloud

Andere mochten auch

Department for Civil and Transport Engineeringthebraverangel

Gclub061913Almazbek Sartbaev

Practicas javaVicky Yánez

Applied Data Science Certificate Seun A.Seun Aboderin

Dps editing refugeesa2media15a

El valor y el coste de la gestionabilidad y la firmeza de las tecnologías de ...Funseam - Fundación para la Sostenibilidad Energética y Ambiental

Material designSuyash Tilhari

Solar home system DRM Investments LTD

Pres_OBill Morrisson

Geografi Tingkatan 1the1 cats

Jadual Waktu STAM 2016ciklaili. com

AVR CPU - ATmega328Yong Heui Cho

Combinational Logic CircuitYong Heui Cho

Geografi Tingkatan 3 Bab 6- SumberJolynn Tee

Hsp matematik-tingkatan-2-bmHerney Mohamed

Winalite Deportistas caballo2015

Tekni belajar yg betulWan Zailan

Andere mochten auch (17)

Department for Civil and Transport Engineering

Gclub061913

Practicas java

Applied Data Science Certificate Seun A.

Dps editing refugees

El valor y el coste de la gestionabilidad y la firmeza de las tecnologías de ...

Material design

Solar home system

Pres_O

Geografi Tingkatan 1

Jadual Waktu STAM 2016

AVR CPU - ATmega328

Combinational Logic Circuit

Geografi Tingkatan 3 Bab 6- Sumber

Hsp matematik-tingkatan-2-bm

Winalite Deportistas

Tekni belajar yg betul

Ähnlich wie Using the CAP theorem as a way to pick Cloud Service providers

Introduction to AWS App Mesh - MAD303 - Atlanta AWS SummitAmazon Web Services

Gomez Blazing Fast Cloud Best Practices Compuware APM

Automate Testing & Deployment of Modern Serverless Apps (API318-R1) - AWS re:...Amazon Web Services

Managing microservices using AWS App Mesh - MAD302 - Chicago AWS SummitAmazon Web Services

[NEW LAUNCH!] Introducing AWS App Mesh – service mesh on AWS (CON367) - AWS r...Amazon Web Services

Migrating monolithic applications with the strangler pattern - FSV303 - New Y...Amazon Web Services

What Is Cloud Computing? | Jacovia CartwrightJacovia Cartwright

AWS App Mesh: Manage services mesh discovery, recovery, and monitoring - MAD3...Amazon Web Services

Cloud TestingBinnate E Hawwa

Overview of Serverless Application Deployment Patterns - AWS Online Tech TalksAmazon Web Services

Breaking the Monolith road to containers.pdfAmazon Web Services

re:Invent 2019 CON328R Improving observability of your containersShubha Bheema Rao

Leveraging The Cloud In 2009Ed Laczynski

Best-Practices-for-Running-Windows-Workloads-on-AWSAmazon Web Services

Real time service oriented cloud computingwww.pixelsolutionbd.com

Disassembling The CloudJP Morgenthal

Breaking the Monolith road to containers.pdfAmazon Web Services

Cloud Computing & Cloud Brokers Vasan Ramadoss

MeasureWorks - Stay in control when moving into the cloud, Compuware May 4thMeasureWorks

[CPT DevOps Meetup] Developing Modern Applications in the CloudCobus Bernard

Ähnlich wie Using the CAP theorem as a way to pick Cloud Service providers (20)

Introduction to AWS App Mesh - MAD303 - Atlanta AWS Summit

Gomez Blazing Fast Cloud Best Practices

Automate Testing & Deployment of Modern Serverless Apps (API318-R1) - AWS re:...

Managing microservices using AWS App Mesh - MAD302 - Chicago AWS Summit

[NEW LAUNCH!] Introducing AWS App Mesh – service mesh on AWS (CON367) - AWS r...

Migrating monolithic applications with the strangler pattern - FSV303 - New Y...

What Is Cloud Computing? | Jacovia Cartwright

AWS App Mesh: Manage services mesh discovery, recovery, and monitoring - MAD3...

Cloud Testing

Overview of Serverless Application Deployment Patterns - AWS Online Tech Talks

Breaking the Monolith road to containers.pdf

re:Invent 2019 CON328R Improving observability of your containers

Leveraging The Cloud In 2009

Best-Practices-for-Running-Windows-Workloads-on-AWS

Real time service oriented cloud computing

Disassembling The Cloud

Breaking the Monolith road to containers.pdf

Cloud Computing & Cloud Brokers

MeasureWorks - Stay in control when moving into the cloud, Compuware May 4th

[CPT DevOps Meetup] Developing Modern Applications in the Cloud

Kürzlich hochgeladen

The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...Wes McKinney

Design pattern talk by Kaya Weers - 2024 (v2)Kaya Weers

A Journey Into the Emotions of Software DevelopersNicole Novielli

Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructureitnewsafrica

Data governance with Unity Catalog PresentationKnoldus Inc.

The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3

Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...itnewsafrica

A Framework for Development in the AI AgeCprime

How to write a Business Continuity PlanDatabarracks

Zeshan Sattar- Assessing the skill requirements and industry expectations for...itnewsafrica

The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech

Testing tools and AI - ideas what to try with some tool examplesKari Kakkonen

Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal

Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Nikki Chapple

How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe

The State of Passkeys with FIDO Alliance.pptxLoriGlavin3

[Webinar] SpiraTest - Setting New Standards in Quality AssuranceInflectra

Emixa Mendix Meetup 11 April 2024 about Mendix Native developmentPim van der Noll

Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3

TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc

Kürzlich hochgeladen (20)

The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...

Design pattern talk by Kaya Weers - 2024 (v2)

A Journey Into the Emotions of Software Developers

Varsha Sewlal- Cyber Attacks on Critical Critical Infrastructure

Data governance with Unity Catalog Presentation

The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx

Abdul Kader Baba- Managing Cybersecurity Risks and Compliance Requirements i...

A Framework for Development in the AI Age

How to write a Business Continuity Plan

Zeshan Sattar- Assessing the skill requirements and industry expectations for...

The Ultimate Guide to Choosing WordPress Pros and Cons

Testing tools and AI - ideas what to try with some tool examples

Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...

Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...

How AI, OpenAI, and ChatGPT impact business and software.

The State of Passkeys with FIDO Alliance.pptx

[Webinar] SpiraTest - Setting New Standards in Quality Assurance

Emixa Mendix Meetup 11 April 2024 about Mendix Native development

Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx

TrustArc Webinar - How to Build Consumer Trust Through Data Privacy

Using the CAP theorem as a way to pick Cloud Service providers

1. Picking the Right Cloud Services Amarnath N. S. / Sr. Architect /Yahoo! Inc. Architecture World ’10 Yahoo! Copyright

10.

11.

12.

13.

14.

15.

16. CAP characteristics for user flows Architecture World ’09 © Copyright Yahoo! Inc. User Flow Requires Amazon AWS Google AppEngine Microsoft Azure C A P C A P C A P C A P Examine flight options (GET function) ✖ ✔ ✔ ✖ ✔ ✔ ✔ ✔ ✖ ✔ ✔ ✖ Reserves seat (PUT function) ✔ ✔ ✖ ✖ ✔ ✔ ✔ ✔ ✖ ✔ ✔ ✖ Reporting flight reservations (GET function) ✔ ✖ ✔ ✖ ✔ ✔ ✔ ✔ ✖ ✔ ✔ ✖

17.

18.

19.

20.

21.

22.

Hinweis der Redaktion

CAP theorem applies to all distributed systems, but effects are not generally observable by end users at anything below internet scale