SlideShare a Scribd company logo
Gustavo Barrancos (@gbarrancos)
Rafael Ferreira (@rafaeldff)
Cloud Reliability
Patterns @ Nubank
“Nu Minimal Keynote Template” © Nu Bank - 05.01.2014 2
Complex systems
usually operate in
failure mode
John Gall
Growth
3
Microservices
4
5
Asynchronous
Messaging
Asynchronous Messaging
6
• Decoupling
• Pub/Sub
• Fault Isolation
• Load Distribution
• Operability
Asynchronous Messaging
7
• Concerns
• Complexity
• Harder to test
• Single Point of Failure
Asynchronous Messaging
8
Apache Kafka
9
Blue - Green
Deployments
Blue-Green Deployments
10
“A release technique
that reduces
downtime and risk
by running two
identical production
environments: Blue
and Green”
https://docs.cloudfoundry.org/devguide/deploy-apps/blue-green.html
Blue-Green Deployments - AWS Autoscaling Groups
11
Elastic Load Balancer
Blue-Green Deployments - AWS Elastic Network
Interface
12
13
Pervasive Monitoring
Pervasive monitoring - Systems Health Metrics
“Nu Minimal Keynote Template” © Nu Bank - 05.01.2014 14
15
Riemann
http://www.riemann.io
Pervasive monitoring - Riemann
16
17
Pervasive Monitoring - Business Metrics
Pervasive Monitoring - Errors
18
19
Traceability
Traceability - log all I/O
“Nu Minimal Keynote Template” © Nu Bank - 05.01.2014 20
2016-03-28T17:50:23.991Z [ACQUISITION] INFO - {:cid "DEFAULT.
6DTVD.PUQPE.EQ36K.4XQGO", :log :out-request, :method :get, :uri
“https://prod-customers.nubank.com.br/api/customers/
21ede21-1a6b-44dc-b731-f58279edd421"}
2016-03-28T17:50:23.993Z [CUSTOMERS] INFO - {:cid "DEFAULT.
6DTVD.PUQPE.EQ36K.4XQGO.WHBVH", :log :in-request, :method :get,
:path "/api/customers/:id"}
Traceability - Correlation Id
“Nu Minimal Keynote Template” © Nu Bank - 05.01.2014 21
22
Healthchecks
Healthchecks
23
Elastic Load Balancer
Healthchecks - Heartbeats
24
Elastic Load Balancer
25
Deadletters
Deadletters
26
Elastic Load Balancer
27
Circuit Breakers
Circuit Breakers
28
Elastic Load Balancer
29
Questions?
(we are hiring! http://nubank.workable.com)

More Related Content

Viewers also liked

Testes generativos
Testes generativosTestes generativos
Testes generativos
Luiz Alberto Hespanha
 
Desafio dos testes em uma arquitetura de micro serviços
Desafio dos testes em uma arquitetura de micro serviçosDesafio dos testes em uma arquitetura de micro serviços
Desafio dos testes em uma arquitetura de micro serviços
Frederico Augusto Do Carmo Moreira
 
Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015
Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015
Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015
Phil Calçado
 
Rhein-Main Scala Enthusiasts — Your microservice as a Function
Rhein-Main Scala Enthusiasts — Your microservice as a FunctionRhein-Main Scala Enthusiasts — Your microservice as a Function
Rhein-Main Scala Enthusiasts — Your microservice as a Function
Phil Calçado
 
Evolutionary Architecture at Work
Evolutionary  Architecture at WorkEvolutionary  Architecture at Work
Evolutionary Architecture at WorkPhil Calçado
 
ScalaItaly 2015 - Your Microservice as a Function
ScalaItaly 2015 - Your Microservice as a FunctionScalaItaly 2015 - Your Microservice as a Function
ScalaItaly 2015 - Your Microservice as a Function
Phil Calçado
 
Vida longa para SOA com microservices
Vida longa para SOA com microservicesVida longa para SOA com microservices
Vida longa para SOA com microservices
Fábio Rosato
 
Microservices - Quebrando gigantes em pequenos
Microservices - Quebrando gigantes em pequenosMicroservices - Quebrando gigantes em pequenos
Microservices - Quebrando gigantes em pequenos
Vinícius Krolow
 
Amadurecendo Equipes com Microservices
Amadurecendo Equipes com MicroservicesAmadurecendo Equipes com Microservices
Amadurecendo Equipes com Microservices
sanchez_ivan
 
Um pequeno estudo sobre a microsoft
Um pequeno estudo sobre a microsoftUm pequeno estudo sobre a microsoft
Um pequeno estudo sobre a microsoft
Diego Eis
 
Integração utilizando REST API e Microservices
Integração utilizando REST API e MicroservicesIntegração utilizando REST API e Microservices
Integração utilizando REST API e Microservices
Denis Santos
 
Flexbox and Grid Layout: How you will structure layouts tomorrow.
Flexbox and Grid Layout: How you will structure layouts tomorrow.Flexbox and Grid Layout: How you will structure layouts tomorrow.
Flexbox and Grid Layout: How you will structure layouts tomorrow.
Diego Eis
 
DOM, CSSOM e RenderThree - Introdução ao Browser Render Path
DOM, CSSOM e RenderThree - Introdução ao Browser Render PathDOM, CSSOM e RenderThree - Introdução ao Browser Render Path
DOM, CSSOM e RenderThree - Introdução ao Browser Render Path
Diego Eis
 
Microservices
MicroservicesMicroservices
Microservices
Diego Pacheco
 
Introdução à Microservices
Introdução à MicroservicesIntrodução à Microservices
Introdução à Microservices
André Faria Gomes
 
Workshop soa, microservices e devops
Workshop soa, microservices e devopsWorkshop soa, microservices e devops
Workshop soa, microservices e devops
Diego Pacheco
 
Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)
Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)
Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)
Tiago Marchetti Dolphine
 
O que você precisa saber para se tornar um dev front-end
O que você precisa saber para se tornar um dev front-endO que você precisa saber para se tornar um dev front-end
O que você precisa saber para se tornar um dev front-end
Diego Eis
 
Vantagens e desvantagens de uma arquitetura microservices
Vantagens e desvantagens de uma arquitetura microservicesVantagens e desvantagens de uma arquitetura microservices
Vantagens e desvantagens de uma arquitetura microservices
Fábio Rosato
 
UX, Front-end and Back-end: How front-end can help these guys?
UX, Front-end and Back-end: How front-end can help these guys?UX, Front-end and Back-end: How front-end can help these guys?
UX, Front-end and Back-end: How front-end can help these guys?
Diego Eis
 

Viewers also liked (20)

Testes generativos
Testes generativosTestes generativos
Testes generativos
 
Desafio dos testes em uma arquitetura de micro serviços
Desafio dos testes em uma arquitetura de micro serviçosDesafio dos testes em uma arquitetura de micro serviços
Desafio dos testes em uma arquitetura de micro serviços
 
Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015
Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015
Three Years of Microservices at SoundCloud - Distributed Matters Berlin 2015
 
Rhein-Main Scala Enthusiasts — Your microservice as a Function
Rhein-Main Scala Enthusiasts — Your microservice as a FunctionRhein-Main Scala Enthusiasts — Your microservice as a Function
Rhein-Main Scala Enthusiasts — Your microservice as a Function
 
Evolutionary Architecture at Work
Evolutionary  Architecture at WorkEvolutionary  Architecture at Work
Evolutionary Architecture at Work
 
ScalaItaly 2015 - Your Microservice as a Function
ScalaItaly 2015 - Your Microservice as a FunctionScalaItaly 2015 - Your Microservice as a Function
ScalaItaly 2015 - Your Microservice as a Function
 
Vida longa para SOA com microservices
Vida longa para SOA com microservicesVida longa para SOA com microservices
Vida longa para SOA com microservices
 
Microservices - Quebrando gigantes em pequenos
Microservices - Quebrando gigantes em pequenosMicroservices - Quebrando gigantes em pequenos
Microservices - Quebrando gigantes em pequenos
 
Amadurecendo Equipes com Microservices
Amadurecendo Equipes com MicroservicesAmadurecendo Equipes com Microservices
Amadurecendo Equipes com Microservices
 
Um pequeno estudo sobre a microsoft
Um pequeno estudo sobre a microsoftUm pequeno estudo sobre a microsoft
Um pequeno estudo sobre a microsoft
 
Integração utilizando REST API e Microservices
Integração utilizando REST API e MicroservicesIntegração utilizando REST API e Microservices
Integração utilizando REST API e Microservices
 
Flexbox and Grid Layout: How you will structure layouts tomorrow.
Flexbox and Grid Layout: How you will structure layouts tomorrow.Flexbox and Grid Layout: How you will structure layouts tomorrow.
Flexbox and Grid Layout: How you will structure layouts tomorrow.
 
DOM, CSSOM e RenderThree - Introdução ao Browser Render Path
DOM, CSSOM e RenderThree - Introdução ao Browser Render PathDOM, CSSOM e RenderThree - Introdução ao Browser Render Path
DOM, CSSOM e RenderThree - Introdução ao Browser Render Path
 
Microservices
MicroservicesMicroservices
Microservices
 
Introdução à Microservices
Introdução à MicroservicesIntrodução à Microservices
Introdução à Microservices
 
Workshop soa, microservices e devops
Workshop soa, microservices e devopsWorkshop soa, microservices e devops
Workshop soa, microservices e devops
 
Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)
Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)
Microservices: uma abordagem para arquitetura de aplicações (Devcamp 2015)
 
O que você precisa saber para se tornar um dev front-end
O que você precisa saber para se tornar um dev front-endO que você precisa saber para se tornar um dev front-end
O que você precisa saber para se tornar um dev front-end
 
Vantagens e desvantagens de uma arquitetura microservices
Vantagens e desvantagens de uma arquitetura microservicesVantagens e desvantagens de uma arquitetura microservices
Vantagens e desvantagens de uma arquitetura microservices
 
UX, Front-end and Back-end: How front-end can help these guys?
UX, Front-end and Back-end: How front-end can help these guys?UX, Front-end and Back-end: How front-end can help these guys?
UX, Front-end and Back-end: How front-end can help these guys?
 

Similar to Cloud Reliability Patterns

Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...
Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...
Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...
Gil Hoffer
 
OpenSAF in the cloud: Why an HA middleware is still needed
OpenSAF in the cloud: Why an HA middleware is still neededOpenSAF in the cloud: Why an HA middleware is still needed
OpenSAF in the cloud: Why an HA middleware is still needed
mathi_np
 
Deployment model Blue Green deployment
Deployment model Blue Green deploymentDeployment model Blue Green deployment
Deployment model Blue Green deployment
jeetendra mandal
 
Oracle RAC 12c Rel. 2 for Continuous Availability
Oracle RAC 12c Rel. 2 for Continuous AvailabilityOracle RAC 12c Rel. 2 for Continuous Availability
Oracle RAC 12c Rel. 2 for Continuous Availability
Markus Michalewicz
 
Scaling XGBoost to large scale clusters with fault tolerance and recovery
Scaling XGBoost to large scale clusters with fault tolerance and recoveryScaling XGBoost to large scale clusters with fault tolerance and recovery
Scaling XGBoost to large scale clusters with fault tolerance and recovery
Chen Qin
 
Architecting for failure - Why are distributed systems hard?
Architecting for failure - Why are distributed systems hard?Architecting for failure - Why are distributed systems hard?
Architecting for failure - Why are distributed systems hard?
Markus Eisele
 
AWS Webcast - AWS OpsWorks Continuous Integration Demo
AWS Webcast - AWS OpsWorks Continuous Integration Demo  AWS Webcast - AWS OpsWorks Continuous Integration Demo
AWS Webcast - AWS OpsWorks Continuous Integration Demo
Amazon Web Services
 
What is active-active
What is active-activeWhat is active-active
What is active-active
Saif Ahmad
 
Shift Happens - Rapidly Rolling Forward During Production Failure
Shift Happens - Rapidly Rolling Forward During Production FailureShift Happens - Rapidly Rolling Forward During Production Failure
Shift Happens - Rapidly Rolling Forward During Production Failure
IBM UrbanCode Products
 
Deployment model Rolling upgrade deployment
Deployment model Rolling upgrade deploymentDeployment model Rolling upgrade deployment
Deployment model Rolling upgrade deployment
jeetendra mandal
 
CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012
CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012
CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012
Amazon Web Services
 
Design (Cloud systems) for Failures
Design (Cloud systems) for FailuresDesign (Cloud systems) for Failures
Design (Cloud systems) for Failures
Rodolfo Kohn
 
Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...
Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...
Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...
Rio Info
 
Offline-First Apps with PouchDB
Offline-First Apps with PouchDB Offline-First Apps with PouchDB
Offline-First Apps with PouchDB
Paula Peña (She, Her, Hers)
 
Nonfunctional Testing: Examine the Other Side of the Coin
Nonfunctional Testing: Examine the Other Side of the CoinNonfunctional Testing: Examine the Other Side of the Coin
Nonfunctional Testing: Examine the Other Side of the Coin
TechWell
 
A SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdf
A SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdfA SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdf
A SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdf
Jahangir Shaik PMP ®, PMI-ACP
 
OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...
OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...
OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...
OW2
 
#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"
#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"
#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"
epamspb
 
Azure Design Review Checklist Availabilityの巻
Azure Design Review Checklist Availabilityの巻Azure Design Review Checklist Availabilityの巻
Azure Design Review Checklist Availabilityの巻
Toru Makabe
 

Similar to Cloud Reliability Patterns (20)

Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...
Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...
Supercharge your Test & Dev Process with Ravello, Jenkins and the Cloud (Jenk...
 
OpenSAF in the cloud: Why an HA middleware is still needed
OpenSAF in the cloud: Why an HA middleware is still neededOpenSAF in the cloud: Why an HA middleware is still needed
OpenSAF in the cloud: Why an HA middleware is still needed
 
Deployment model Blue Green deployment
Deployment model Blue Green deploymentDeployment model Blue Green deployment
Deployment model Blue Green deployment
 
Oracle RAC 12c Rel. 2 for Continuous Availability
Oracle RAC 12c Rel. 2 for Continuous AvailabilityOracle RAC 12c Rel. 2 for Continuous Availability
Oracle RAC 12c Rel. 2 for Continuous Availability
 
Scaling XGBoost to large scale clusters with fault tolerance and recovery
Scaling XGBoost to large scale clusters with fault tolerance and recoveryScaling XGBoost to large scale clusters with fault tolerance and recovery
Scaling XGBoost to large scale clusters with fault tolerance and recovery
 
HALB
HALBHALB
HALB
 
Architecting for failure - Why are distributed systems hard?
Architecting for failure - Why are distributed systems hard?Architecting for failure - Why are distributed systems hard?
Architecting for failure - Why are distributed systems hard?
 
AWS Webcast - AWS OpsWorks Continuous Integration Demo
AWS Webcast - AWS OpsWorks Continuous Integration Demo  AWS Webcast - AWS OpsWorks Continuous Integration Demo
AWS Webcast - AWS OpsWorks Continuous Integration Demo
 
What is active-active
What is active-activeWhat is active-active
What is active-active
 
Shift Happens - Rapidly Rolling Forward During Production Failure
Shift Happens - Rapidly Rolling Forward During Production FailureShift Happens - Rapidly Rolling Forward During Production Failure
Shift Happens - Rapidly Rolling Forward During Production Failure
 
Deployment model Rolling upgrade deployment
Deployment model Rolling upgrade deploymentDeployment model Rolling upgrade deployment
Deployment model Rolling upgrade deployment
 
CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012
CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012
CPN208 Failures at Scale & How to Ride Through Them - AWS re: Invent 2012
 
Design (Cloud systems) for Failures
Design (Cloud systems) for FailuresDesign (Cloud systems) for Failures
Design (Cloud systems) for Failures
 
Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...
Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...
Rio Info 2015 – A plataforma da agilidade, cloud foundry open paas - Rodrigo ...
 
Offline-First Apps with PouchDB
Offline-First Apps with PouchDB Offline-First Apps with PouchDB
Offline-First Apps with PouchDB
 
Nonfunctional Testing: Examine the Other Side of the Coin
Nonfunctional Testing: Examine the Other Side of the CoinNonfunctional Testing: Examine the Other Side of the Coin
Nonfunctional Testing: Examine the Other Side of the Coin
 
A SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdf
A SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdfA SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdf
A SIMPLIFIED VIEW OF DEVOPS DEPLOYMENT STRATEGIES.pdf
 
OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...
OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...
OW2con'14 - OpenCloudware: The vApp Lifecycle Management Solution for Multi-C...
 
#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"
#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"
#ITsubbotnik Spring 2017: Roman Dimitrenko "Building Paas with the HashiStack"
 
Azure Design Review Checklist Availabilityの巻
Azure Design Review Checklist Availabilityの巻Azure Design Review Checklist Availabilityの巻
Azure Design Review Checklist Availabilityの巻
 

Recently uploaded

Understanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine LearningUnderstanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine Learning
SUTEJAS
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
spirit beverages ppt without graphics.pptx
spirit beverages ppt without graphics.pptxspirit beverages ppt without graphics.pptx
spirit beverages ppt without graphics.pptx
Madan Karki
 
digital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdfdigital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdf
drwaing
 
Building Electrical System Design & Installation
Building Electrical System Design & InstallationBuilding Electrical System Design & Installation
Building Electrical System Design & Installation
symbo111
 
14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application
SyedAbiiAzazi1
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
Kerry Sado
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
insn4465
 
TOP 10 B TECH COLLEGES IN JAIPUR 2024.pptx
TOP 10 B TECH COLLEGES IN JAIPUR 2024.pptxTOP 10 B TECH COLLEGES IN JAIPUR 2024.pptx
TOP 10 B TECH COLLEGES IN JAIPUR 2024.pptx
nikitacareer3
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
ydteq
 
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
dxobcob
 
一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理
一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理
一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理
zwunae
 
Swimming pool mechanical components design.pptx
Swimming pool  mechanical components design.pptxSwimming pool  mechanical components design.pptx
Swimming pool mechanical components design.pptx
yokeleetan1
 
A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...
nooriasukmaningtyas
 
DfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributionsDfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributions
gestioneergodomus
 
Unbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptxUnbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptx
ChristineTorrepenida1
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
Victor Morales
 
Fundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptxFundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptx
manasideore6
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 

Recently uploaded (20)

Understanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine LearningUnderstanding Inductive Bias in Machine Learning
Understanding Inductive Bias in Machine Learning
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
spirit beverages ppt without graphics.pptx
spirit beverages ppt without graphics.pptxspirit beverages ppt without graphics.pptx
spirit beverages ppt without graphics.pptx
 
digital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdfdigital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdf
 
Building Electrical System Design & Installation
Building Electrical System Design & InstallationBuilding Electrical System Design & Installation
Building Electrical System Design & Installation
 
14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
 
TOP 10 B TECH COLLEGES IN JAIPUR 2024.pptx
TOP 10 B TECH COLLEGES IN JAIPUR 2024.pptxTOP 10 B TECH COLLEGES IN JAIPUR 2024.pptx
TOP 10 B TECH COLLEGES IN JAIPUR 2024.pptx
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
 
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
 
一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理
一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理
一比一原版(UMich毕业证)密歇根大学|安娜堡分校毕业证成绩单专业办理
 
Swimming pool mechanical components design.pptx
Swimming pool  mechanical components design.pptxSwimming pool  mechanical components design.pptx
Swimming pool mechanical components design.pptx
 
A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...
 
DfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributionsDfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributions
 
Unbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptxUnbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptx
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
 
Fundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptxFundamentals of Induction Motor Drives.pptx
Fundamentals of Induction Motor Drives.pptx
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 

Cloud Reliability Patterns