SlideShare a Scribd company logo
1 of 13
Download to read offline
Concurrency in production
Real-life example
Why do we need concurrency?
Program execution ways
Why don’t we use it so often?
Multithreaded programming
The Global Interpreter Lock
MRI has a Global Interpreter Lock, often called the GIL, and having a high level
understanding of it is important to understanding how we write multi-threaded code
in Ruby. Basically the GIL prevents multiple Ruby threads from executing at the same
time. This means that no matter how many threads you spawn, and how many cores
you have at your disposal, MRI will literally never be executing Ruby code in multiple
threads concurrently. Note that this is not the case for JRuby or Rubinius which do not
have a GIL and offer true multi-threading.
The existance of the GIL provides some guarantees and removes certain issues around
concurrency within MRI. It’s important to note however that even with the GIL it’s
very possible to write code which isn’t threadsafe in MRI.
So when does using threads make sense?
To ensure all citizens are treated fairly the underlying operating system handles
context switching between threads, i.e. when to pause execution of one thread and
start or resume execution of another thread. We said above that the GIL prevents
multiple Ruby threads within a process from executing concurrently, but a typical
Ruby program will spend a significant amount of time not executing Ruby code,
specifically waiting on blocking I/O. This could be waiting for HTTP requests, database
queries or file system operations to complete. While waiting for these operations to
complete, the GIL will allow another thread to execute. We can take advantage of this
and perform other work, which doesn’t depend on the result, while we wait for the I/O
to finish.
What does it mean in practice?
Issue
The first idea
Let’s do it on client side...
Performing HTTP requests concurrently
At a high level this should
get our timeline waiting for
GET requests from this:
to this:
Thanks for your
attention!
Hope you don’t have
questions ;)

More Related Content

Similar to Concurrency in production. Real life example - Dmytro Herasymuk | Ruby Meditation 25

Introduction to go lang
Introduction to go langIntroduction to go lang
Introduction to go langAmal Mohan N
 
026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...
026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...
026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...Neo4j
 
Deterministic behaviour and performance in trading systems
Deterministic behaviour and performance in trading systemsDeterministic behaviour and performance in trading systems
Deterministic behaviour and performance in trading systemsPeter Lawrey
 
GitOps and security by Reto Bollinger, CSIO nine.ch
GitOps and security by Reto Bollinger, CSIO nine.chGitOps and security by Reto Bollinger, CSIO nine.ch
GitOps and security by Reto Bollinger, CSIO nine.chnine
 
The working architecture of NodeJS applications, Виктор Турский
The working architecture of NodeJS applications, Виктор ТурскийThe working architecture of NodeJS applications, Виктор Турский
The working architecture of NodeJS applications, Виктор ТурскийSigma Software
 
The working architecture of node js applications open tech week javascript ...
The working architecture of node js applications   open tech week javascript ...The working architecture of node js applications   open tech week javascript ...
The working architecture of node js applications open tech week javascript ...Viktor Turskyi
 
Starting from scratch in 2017
Starting from scratch in 2017Starting from scratch in 2017
Starting from scratch in 2017Stefano Bonetta
 
DevOps - Interview Question.pdf
DevOps - Interview Question.pdfDevOps - Interview Question.pdf
DevOps - Interview Question.pdfMinhTrnNht7
 
"Leveraging the Event Loop for Blazing-Fast Applications!", Michael Di Prisco
"Leveraging the Event Loop for Blazing-Fast Applications!",  Michael Di Prisco"Leveraging the Event Loop for Blazing-Fast Applications!",  Michael Di Prisco
"Leveraging the Event Loop for Blazing-Fast Applications!", Michael Di PriscoFwdays
 
Magic with groovy & grails
Magic with groovy & grailsMagic with groovy & grails
Magic with groovy & grailsGeorge Platon
 
Introduction to Go
Introduction to GoIntroduction to Go
Introduction to GoSimon Hewitt
 
PyCon Canada 2019 - Introduction to Asynchronous Programming
PyCon Canada 2019 - Introduction to Asynchronous ProgrammingPyCon Canada 2019 - Introduction to Asynchronous Programming
PyCon Canada 2019 - Introduction to Asynchronous ProgrammingJuti Noppornpitak
 
A Gentle introduction to microservices
A Gentle introduction to microservicesA Gentle introduction to microservices
A Gentle introduction to microservicesGianluca Padovani
 
Microservice Workshop Hands On
Microservice Workshop Hands On Microservice Workshop Hands On
Microservice Workshop Hands On Ram G Suri
 
Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015
Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015 Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015
Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015 Mariano Gonzalez
 

Similar to Concurrency in production. Real life example - Dmytro Herasymuk | Ruby Meditation 25 (20)

Introduction to go lang
Introduction to go langIntroduction to go lang
Introduction to go lang
 
Concurrency in ruby
Concurrency in rubyConcurrency in ruby
Concurrency in ruby
 
026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...
026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...
026 Neo4j Data Loading (ETL_ELT) Best Practices - NODES2022 AMERICAS Advanced...
 
Deterministic behaviour and performance in trading systems
Deterministic behaviour and performance in trading systemsDeterministic behaviour and performance in trading systems
Deterministic behaviour and performance in trading systems
 
GitOps and security by Reto Bollinger, CSIO nine.ch
GitOps and security by Reto Bollinger, CSIO nine.chGitOps and security by Reto Bollinger, CSIO nine.ch
GitOps and security by Reto Bollinger, CSIO nine.ch
 
The working architecture of NodeJS applications, Виктор Турский
The working architecture of NodeJS applications, Виктор ТурскийThe working architecture of NodeJS applications, Виктор Турский
The working architecture of NodeJS applications, Виктор Турский
 
The working architecture of node js applications open tech week javascript ...
The working architecture of node js applications   open tech week javascript ...The working architecture of node js applications   open tech week javascript ...
The working architecture of node js applications open tech week javascript ...
 
Starting from scratch in 2017
Starting from scratch in 2017Starting from scratch in 2017
Starting from scratch in 2017
 
DevOps - Interview Question.pdf
DevOps - Interview Question.pdfDevOps - Interview Question.pdf
DevOps - Interview Question.pdf
 
"Leveraging the Event Loop for Blazing-Fast Applications!", Michael Di Prisco
"Leveraging the Event Loop for Blazing-Fast Applications!",  Michael Di Prisco"Leveraging the Event Loop for Blazing-Fast Applications!",  Michael Di Prisco
"Leveraging the Event Loop for Blazing-Fast Applications!", Michael Di Prisco
 
Magic with groovy & grails
Magic with groovy & grailsMagic with groovy & grails
Magic with groovy & grails
 
Introduction to Go
Introduction to GoIntroduction to Go
Introduction to Go
 
TxJS 2011
TxJS 2011TxJS 2011
TxJS 2011
 
PyMultitor
PyMultitorPyMultitor
PyMultitor
 
Groovy & Grails
Groovy & GrailsGroovy & Grails
Groovy & Grails
 
PyCon Canada 2019 - Introduction to Asynchronous Programming
PyCon Canada 2019 - Introduction to Asynchronous ProgrammingPyCon Canada 2019 - Introduction to Asynchronous Programming
PyCon Canada 2019 - Introduction to Asynchronous Programming
 
Go fundamentals
Go fundamentalsGo fundamentals
Go fundamentals
 
A Gentle introduction to microservices
A Gentle introduction to microservicesA Gentle introduction to microservices
A Gentle introduction to microservices
 
Microservice Workshop Hands On
Microservice Workshop Hands On Microservice Workshop Hands On
Microservice Workshop Hands On
 
Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015
Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015 Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015
Zero Downtime with OSGi - Chicago Coder Conference 05-15-2015
 

More from Ruby Meditation

Is this Legacy or Revenant Code? - Sergey Sergyenko | Ruby Meditation 30
Is this Legacy or Revenant Code? - Sergey Sergyenko  | Ruby Meditation 30Is this Legacy or Revenant Code? - Sergey Sergyenko  | Ruby Meditation 30
Is this Legacy or Revenant Code? - Sergey Sergyenko | Ruby Meditation 30Ruby Meditation
 
Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...
Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...
Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...Ruby Meditation
 
Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29
Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29
Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29Ruby Meditation
 
Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...
Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...
Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...Ruby Meditation
 
How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28
How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28 How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28
How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28 Ruby Meditation
 
How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28
How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28
How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28Ruby Meditation
 
Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...
Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...
Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...Ruby Meditation
 
Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...
Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...
Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...Ruby Meditation
 
Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...
Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...
Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...Ruby Meditation
 
The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...
The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...
The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...Ruby Meditation
 
What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27
What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27
What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27Ruby Meditation
 
New features in Rails 6 - Nihad Abbasov (RUS) | Ruby Meditation 26
New features in Rails 6 -  Nihad Abbasov (RUS) | Ruby Meditation 26New features in Rails 6 -  Nihad Abbasov (RUS) | Ruby Meditation 26
New features in Rails 6 - Nihad Abbasov (RUS) | Ruby Meditation 26Ruby Meditation
 
Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26
Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26
Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26Ruby Meditation
 
Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...
Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...
Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...Ruby Meditation
 
Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26
Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26
Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26Ruby Meditation
 
Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25
Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25
Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25Ruby Meditation
 
Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...
Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...
Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...Ruby Meditation
 
Rails App performance at the limit - Bogdan Gusiev
Rails App performance at the limit - Bogdan GusievRails App performance at the limit - Bogdan Gusiev
Rails App performance at the limit - Bogdan GusievRuby Meditation
 
GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23
GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23
GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23Ruby Meditation
 
Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...
Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...
Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...Ruby Meditation
 

More from Ruby Meditation (20)

Is this Legacy or Revenant Code? - Sergey Sergyenko | Ruby Meditation 30
Is this Legacy or Revenant Code? - Sergey Sergyenko  | Ruby Meditation 30Is this Legacy or Revenant Code? - Sergey Sergyenko  | Ruby Meditation 30
Is this Legacy or Revenant Code? - Sergey Sergyenko | Ruby Meditation 30
 
Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...
Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...
Life with GraphQL API: good practices and unresolved issues - Roman Dubrovsky...
 
Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29
Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29
Where is your license, dude? - Viacheslav Miroshnychenko | Ruby Meditation 29
 
Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...
Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...
Dry-validation update. Dry-validation vs Dry-schema 1.0 - Aleksandra Stolyar ...
 
How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28
How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28 How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28
How to cook Rabbit on Production - Bohdan Parshentsev | Ruby Meditation 28
 
How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28
How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28
How to cook Rabbit on Production - Serhiy Nazarov | Ruby Meditation 28
 
Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...
Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...
Reinventing the wheel - why do it and how to feel good about it - Julik Tarkh...
 
Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...
Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...
Performance Optimization 101 for Ruby developers - Nihad Abbasov (ENG) | Ruby...
 
Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...
Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...
Use cases for Serverless Technologies - Ruslan Tolstov (RUS) | Ruby Meditatio...
 
The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...
The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...
The Trailblazer Ride from the If Jungle into a Civilised Railway Station - Or...
 
What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27
What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27
What/How to do with GraphQL? - Valentyn Ostakh (ENG) | Ruby Meditation 27
 
New features in Rails 6 - Nihad Abbasov (RUS) | Ruby Meditation 26
New features in Rails 6 -  Nihad Abbasov (RUS) | Ruby Meditation 26New features in Rails 6 -  Nihad Abbasov (RUS) | Ruby Meditation 26
New features in Rails 6 - Nihad Abbasov (RUS) | Ruby Meditation 26
 
Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26
Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26
Security Scanning Overview - Tetiana Chupryna (RUS) | Ruby Meditation 26
 
Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...
Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...
Teach your application eloquence. Logs, metrics, traces - Dmytro Shapovalov (...
 
Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26
Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26
Best practices. Exploring - Ike Kurghinyan (RUS) | Ruby Meditation 26
 
Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25
Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25
Road to A/B testing - Alexey Vasiliev (ENG) | Ruby Meditation 25
 
Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...
Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...
Data encryption for Ruby web applications - Dmytro Shapovalov (RUS) | Ruby Me...
 
Rails App performance at the limit - Bogdan Gusiev
Rails App performance at the limit - Bogdan GusievRails App performance at the limit - Bogdan Gusiev
Rails App performance at the limit - Bogdan Gusiev
 
GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23
GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23
GDPR. Next Y2K in 2018? - Anton Tkachov | Ruby Meditation #23
 
Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...
Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...
Postgres vs Elasticsearch while enriching data - Vlad Somov | Ruby Meditaiton...
 

Recently uploaded

Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 
Diamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionDiamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionSolGuruz
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...kellynguyen01
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...MyIntelliSource, Inc.
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsJhone kinadey
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsAlberto González Trastoy
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...Health
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...panagenda
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providermohitmore19
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsAndolasoft Inc
 
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...OnePlan Solutions
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Steffen Staab
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdfWave PLM
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...harshavardhanraghave
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVshikhaohhpro
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AIABDERRAOUF MEHENNI
 

Recently uploaded (20)

Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Diamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with PrecisionDiamond Application Development Crafting Solutions with Precision
Diamond Application Development Crafting Solutions with Precision
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
 
Right Money Management App For Your Financial Goals
Right Money Management App For Your Financial GoalsRight Money Management App For Your Financial Goals
Right Money Management App For Your Financial Goals
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
 
Vip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS Live
Vip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS LiveVip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS Live
Vip Call Girls Noida ➡️ Delhi ➡️ 9999965857 No Advance 24HRS Live
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service provider
 
How To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.jsHow To Use Server-Side Rendering with Nuxt.js
How To Use Server-Side Rendering with Nuxt.js
 
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
Tech Tuesday-Harness the Power of Effective Resource Planning with OnePlan’s ...
 
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf
 
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
Reassessing the Bedrock of Clinical Function Models: An Examination of Large ...
 
Optimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTVOptimizing AI for immediate response in Smart CCTV
Optimizing AI for immediate response in Smart CCTV
 
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AISyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
SyndBuddy AI 2k Review 2024: Revolutionizing Content Syndication with AI
 

Concurrency in production. Real life example - Dmytro Herasymuk | Ruby Meditation 25

  • 2. Why do we need concurrency?
  • 4. Why don’t we use it so often? Multithreaded programming
  • 5. The Global Interpreter Lock MRI has a Global Interpreter Lock, often called the GIL, and having a high level understanding of it is important to understanding how we write multi-threaded code in Ruby. Basically the GIL prevents multiple Ruby threads from executing at the same time. This means that no matter how many threads you spawn, and how many cores you have at your disposal, MRI will literally never be executing Ruby code in multiple threads concurrently. Note that this is not the case for JRuby or Rubinius which do not have a GIL and offer true multi-threading. The existance of the GIL provides some guarantees and removes certain issues around concurrency within MRI. It’s important to note however that even with the GIL it’s very possible to write code which isn’t threadsafe in MRI.
  • 6. So when does using threads make sense? To ensure all citizens are treated fairly the underlying operating system handles context switching between threads, i.e. when to pause execution of one thread and start or resume execution of another thread. We said above that the GIL prevents multiple Ruby threads within a process from executing concurrently, but a typical Ruby program will spend a significant amount of time not executing Ruby code, specifically waiting on blocking I/O. This could be waiting for HTTP requests, database queries or file system operations to complete. While waiting for these operations to complete, the GIL will allow another thread to execute. We can take advantage of this and perform other work, which doesn’t depend on the result, while we wait for the I/O to finish.
  • 7. What does it mean in practice?
  • 9. The first idea Let’s do it on client side...
  • 10. Performing HTTP requests concurrently At a high level this should get our timeline waiting for GET requests from this: to this:
  • 11.
  • 12.
  • 13. Thanks for your attention! Hope you don’t have questions ;)