SlideShare a Scribd company logo
1 of 45
Threads and
  Events in
Harmony with
  Celluloid
   Kyle Drake
Hi, I’m Kyle Drake. I
work at Geoloqi Esri.

We built a geofencing
           Text


and real-time location
 streaming platform.
Last year, IText a
              did
talk at KRTConf.
I was really into
pure event-driven
           Text
(reactor pattern
based) architecture.
EventMachine,
    Twisted,
    Node.js
• Event-driven
         Text


• No threads
• One CPU core
• Process Spawning
I released
sinatra-synchrony,
so I could use
          Text


EventMachine
without callbacks.
Since then, I’ve
         Text
changed my mind.
I’m really not a fan
of EventMachine
            Text


anymore.
EventMachine is
• A frankenstein - guts the ruby internals
• Not in active development
                         Text
• Makes non-blocking IO block
• Requires special code from Ruby libraries
• Hard to use in an OOP way
• Is really difficult to work with
• Poorly documented
Ruby developers
need to stop using
EventMachine. It’s
           Text


the wrong
direction.
Check this
benchmark
     Text


out:
Text




http://rhaas.blogspot.com/2012/04/did-i-say-32-cores-how-about-64.html
Predictions:
More Cores.
A lot more.
Predictions:
More libraries
      =
more memory
Will process
spawning work
   forever?

  It might.
It might not.

Thousands of
   cores?
Ruby MRI:
Global Interpreter Lock
   (single CPU core)

  Rubinius and JRuby:
    Full threading
 (multiple CPU cores)

~20KB per thread
We’re not finding
 a lot of thread
 safety issues in
      Ruby.
“Threading is
   hard”
Threading is
   not an
 intention!
Let’s fix it by
    abstracting
threads into how
  humans think!
http://celluloid.io
• Developed by Tony Arcieri
• Actor Pattern for Ruby
• Lots of inspiration from Erlang
Each actor is a
concurrent object
running in its own
      thread
First “Killer App”:

     Sidekiq
   Mike Perham
Don’t get me
wrong. Event-
driven is still
 awesome.
“..seasoned engineers are
using a mix of threaded,
event-based, and
alternative concurrency
approaches like Actors”

      - Alex Payne
What if we could
combine threads
  and reactor
 patterns.. and
    actors?!
https://github.com/celluloid/celluloid-io
• One reactor pattern per Celluloid object
• Multiple reactors? No problem!
• Doesn’t mess with code outside of actor
• Utilizes all CPU cores (using JRuby and Rubinius)
• Websockets, messaging systems, your hugely
successful blog
You don't have to
choose between
  threaded and
   evented IO!
Let’s get
distributed.
"I thought of objects being like
     biological cells and/or
   individual computers on a
     network, only able to
 communicate with messages"
           - Alan   Kay
Guess who was really
  into distributed
 network objects?
NeXT experimented
   with distributed
objects in the mid 90s.

NeXT was way ahead
   of its time.
"Objects can message objects transparently
that live on other machines over the network,
    and you don't have to worry about the
networking gunk, and you don't have to worry
  about finding them, and you don't have to
    worry about anything. It's just as if you
  messaged an object that's right next door."

                - Steve Jobs
“Portable Distributed Objects”
https://github.com/celluloid/dcell
 • Objects talk over networks!
 • Uses 0MQ
 • Aware of eachothers’ existence
 • Distributed gossip protocol
 • Web UI
 • In the early stages, very promising
CODE
EXAMPLES!
Help Us
Build This!
Thanks!
 @kyledrake
kyledrake.net

More Related Content

What's hot

JRuby: Pushing the Java Platform Further
JRuby: Pushing the Java Platform FurtherJRuby: Pushing the Java Platform Further
JRuby: Pushing the Java Platform FurtherCharles Nutter
 
自分をClojure化する方法
自分をClojure化する方法自分をClojure化する方法
自分をClojure化する方法fukamachi
 
How to start using Scala
How to start using ScalaHow to start using Scala
How to start using ScalaNgoc Dao
 
Culerity - Headless full stack testing for JavaScript
Culerity - Headless full stack testing for JavaScriptCulerity - Headless full stack testing for JavaScript
Culerity - Headless full stack testing for JavaScriptThilo Utke
 
Ruby in office time reboot
Ruby in office time rebootRuby in office time reboot
Ruby in office time rebootKentaro Goto
 
Clojure Conj 2014 - Paradigms of core.async - Julian Gamble
Clojure Conj 2014 - Paradigms of core.async - Julian GambleClojure Conj 2014 - Paradigms of core.async - Julian Gamble
Clojure Conj 2014 - Paradigms of core.async - Julian GambleJulian Gamble
 
Applying the paradigms of core.async in Clojure and ClojureScript
Applying the paradigms of core.async in Clojure and ClojureScriptApplying the paradigms of core.async in Clojure and ClojureScript
Applying the paradigms of core.async in Clojure and ClojureScriptJulian Gamble
 
Functional Programming in Clojure
Functional Programming in ClojureFunctional Programming in Clojure
Functional Programming in ClojureTroy Miles
 
My month with Ruby
My month with RubyMy month with Ruby
My month with Rubyalextomovski
 
Rubykaigi 2017-nishimotz-v6
Rubykaigi 2017-nishimotz-v6Rubykaigi 2017-nishimotz-v6
Rubykaigi 2017-nishimotz-v6Takuya Nishimoto
 
Actor model : A Different Concurrency Approach
Actor model : A Different Concurrency ApproachActor model : A Different Concurrency Approach
Actor model : A Different Concurrency ApproachEmre Akış
 
NodePDX Slides
NodePDX SlidesNodePDX Slides
NodePDX SlidesKyle Drake
 
Building GUI App with Electron and Lisp
Building GUI App with Electron and LispBuilding GUI App with Electron and Lisp
Building GUI App with Electron and Lispfukamachi
 
Kevin Whinnery: Write Better JavaScript
Kevin Whinnery: Write Better JavaScriptKevin Whinnery: Write Better JavaScript
Kevin Whinnery: Write Better JavaScriptAxway Appcelerator
 
Starting with Symfony2
Starting with Symfony2Starting with Symfony2
Starting with Symfony2Kevin Bond
 
Ruby projects of interest for DevOps
Ruby projects of interest for DevOpsRuby projects of interest for DevOps
Ruby projects of interest for DevOpsRicardo Sanchez
 
ProtoPie with Electron
ProtoPie with ElectronProtoPie with Electron
ProtoPie with ElectronScotty Kim
 

What's hot (20)

JRuby: Pushing the Java Platform Further
JRuby: Pushing the Java Platform FurtherJRuby: Pushing the Java Platform Further
JRuby: Pushing the Java Platform Further
 
自分をClojure化する方法
自分をClojure化する方法自分をClojure化する方法
自分をClojure化する方法
 
How to start using Scala
How to start using ScalaHow to start using Scala
How to start using Scala
 
Culerity - Headless full stack testing for JavaScript
Culerity - Headless full stack testing for JavaScriptCulerity - Headless full stack testing for JavaScript
Culerity - Headless full stack testing for JavaScript
 
Ruby in office time reboot
Ruby in office time rebootRuby in office time reboot
Ruby in office time reboot
 
About Clack
About ClackAbout Clack
About Clack
 
Lisp in the Cloud
Lisp in the CloudLisp in the Cloud
Lisp in the Cloud
 
Clojure Conj 2014 - Paradigms of core.async - Julian Gamble
Clojure Conj 2014 - Paradigms of core.async - Julian GambleClojure Conj 2014 - Paradigms of core.async - Julian Gamble
Clojure Conj 2014 - Paradigms of core.async - Julian Gamble
 
Applying the paradigms of core.async in Clojure and ClojureScript
Applying the paradigms of core.async in Clojure and ClojureScriptApplying the paradigms of core.async in Clojure and ClojureScript
Applying the paradigms of core.async in Clojure and ClojureScript
 
Functional Programming in Clojure
Functional Programming in ClojureFunctional Programming in Clojure
Functional Programming in Clojure
 
My month with Ruby
My month with RubyMy month with Ruby
My month with Ruby
 
Rubykaigi 2017-nishimotz-v6
Rubykaigi 2017-nishimotz-v6Rubykaigi 2017-nishimotz-v6
Rubykaigi 2017-nishimotz-v6
 
Actor model : A Different Concurrency Approach
Actor model : A Different Concurrency ApproachActor model : A Different Concurrency Approach
Actor model : A Different Concurrency Approach
 
How to-node-core
How to-node-coreHow to-node-core
How to-node-core
 
NodePDX Slides
NodePDX SlidesNodePDX Slides
NodePDX Slides
 
Building GUI App with Electron and Lisp
Building GUI App with Electron and LispBuilding GUI App with Electron and Lisp
Building GUI App with Electron and Lisp
 
Kevin Whinnery: Write Better JavaScript
Kevin Whinnery: Write Better JavaScriptKevin Whinnery: Write Better JavaScript
Kevin Whinnery: Write Better JavaScript
 
Starting with Symfony2
Starting with Symfony2Starting with Symfony2
Starting with Symfony2
 
Ruby projects of interest for DevOps
Ruby projects of interest for DevOpsRuby projects of interest for DevOps
Ruby projects of interest for DevOps
 
ProtoPie with Electron
ProtoPie with ElectronProtoPie with Electron
ProtoPie with Electron
 

Similar to Hybrid concurrency patterns

Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016
Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016
Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016Codemotion
 
Seattlerb why jruby
Seattlerb why jrubySeattlerb why jruby
Seattlerb why jrubysnacktime
 
CSP: Huh? And Components
CSP: Huh? And ComponentsCSP: Huh? And Components
CSP: Huh? And ComponentsDaniel Fagnan
 
Software Architectures, Week 1 - Monolithic Architectures
Software Architectures, Week 1 - Monolithic ArchitecturesSoftware Architectures, Week 1 - Monolithic Architectures
Software Architectures, Week 1 - Monolithic ArchitecturesAngelos Kapsimanis
 
Improving Blockchain Developer Experience (DevX): Where UX meets Developer Tools
Improving Blockchain Developer Experience (DevX): Where UX meets Developer ToolsImproving Blockchain Developer Experience (DevX): Where UX meets Developer Tools
Improving Blockchain Developer Experience (DevX): Where UX meets Developer ToolsErik Trautman
 
PyData Frankfurt - (Efficient) Data Exchange with "Foreign" Ecosystems
PyData Frankfurt - (Efficient) Data Exchange with "Foreign" EcosystemsPyData Frankfurt - (Efficient) Data Exchange with "Foreign" Ecosystems
PyData Frankfurt - (Efficient) Data Exchange with "Foreign" EcosystemsUwe Korn
 
CSP: Huh? And Components
CSP: Huh? And ComponentsCSP: Huh? And Components
CSP: Huh? And ComponentsDaniel Fagnan
 
Ruby Concurrency Realities
Ruby Concurrency RealitiesRuby Concurrency Realities
Ruby Concurrency RealitiesMike Subelsky
 
DownTheRabbitHole.js – How to Stay Sane in an Insane Ecosystem
DownTheRabbitHole.js – How to Stay Sane in an Insane EcosystemDownTheRabbitHole.js – How to Stay Sane in an Insane Ecosystem
DownTheRabbitHole.js – How to Stay Sane in an Insane EcosystemFITC
 
Mobile Knife Fighting at JSConf US
Mobile Knife Fighting at JSConf US Mobile Knife Fighting at JSConf US
Mobile Knife Fighting at JSConf US Brian LeRoux
 
Concurrency patterns in Ruby
Concurrency patterns in RubyConcurrency patterns in Ruby
Concurrency patterns in RubyThoughtWorks
 
Concurrency patterns in Ruby
Concurrency patterns in RubyConcurrency patterns in Ruby
Concurrency patterns in RubyThoughtWorks
 
Java in High Frequency Trading
Java in High Frequency TradingJava in High Frequency Trading
Java in High Frequency TradingViktor Sovietov
 
Robotics, Search and AI with Solr, MyRobotLab, and Deeplearning4j
Robotics, Search and AI with Solr, MyRobotLab, and Deeplearning4jRobotics, Search and AI with Solr, MyRobotLab, and Deeplearning4j
Robotics, Search and AI with Solr, MyRobotLab, and Deeplearning4jKevin Watters
 
The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...
The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...
The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...Lucidworks
 
Life Beyond Rails: Creating Cross Platform Ruby Apps
Life Beyond Rails: Creating Cross Platform Ruby AppsLife Beyond Rails: Creating Cross Platform Ruby Apps
Life Beyond Rails: Creating Cross Platform Ruby AppsTristan Gomez
 
Truly madly deeply parallel ruby applications
Truly madly deeply parallel ruby applicationsTruly madly deeply parallel ruby applications
Truly madly deeply parallel ruby applicationsHari Krishnan‎
 
What's Running My Containers? A review of runtimes and standards.
What's Running My Containers? A review of runtimes and standards.What's Running My Containers? A review of runtimes and standards.
What's Running My Containers? A review of runtimes and standards.Phil Estes
 

Similar to Hybrid concurrency patterns (20)

Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016
Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016
Un actor (model) per amico - Alessandro Melchiori - Codemotion Milan 2016
 
Seattlerb why jruby
Seattlerb why jrubySeattlerb why jruby
Seattlerb why jruby
 
Why Play Framework is fast
Why Play Framework is fastWhy Play Framework is fast
Why Play Framework is fast
 
CSP: Huh? And Components
CSP: Huh? And ComponentsCSP: Huh? And Components
CSP: Huh? And Components
 
Software Architectures, Week 1 - Monolithic Architectures
Software Architectures, Week 1 - Monolithic ArchitecturesSoftware Architectures, Week 1 - Monolithic Architectures
Software Architectures, Week 1 - Monolithic Architectures
 
Improving Blockchain Developer Experience (DevX): Where UX meets Developer Tools
Improving Blockchain Developer Experience (DevX): Where UX meets Developer ToolsImproving Blockchain Developer Experience (DevX): Where UX meets Developer Tools
Improving Blockchain Developer Experience (DevX): Where UX meets Developer Tools
 
PyData Frankfurt - (Efficient) Data Exchange with "Foreign" Ecosystems
PyData Frankfurt - (Efficient) Data Exchange with "Foreign" EcosystemsPyData Frankfurt - (Efficient) Data Exchange with "Foreign" Ecosystems
PyData Frankfurt - (Efficient) Data Exchange with "Foreign" Ecosystems
 
CSP: Huh? And Components
CSP: Huh? And ComponentsCSP: Huh? And Components
CSP: Huh? And Components
 
Ruby Concurrency Realities
Ruby Concurrency RealitiesRuby Concurrency Realities
Ruby Concurrency Realities
 
DownTheRabbitHole.js – How to Stay Sane in an Insane Ecosystem
DownTheRabbitHole.js – How to Stay Sane in an Insane EcosystemDownTheRabbitHole.js – How to Stay Sane in an Insane Ecosystem
DownTheRabbitHole.js – How to Stay Sane in an Insane Ecosystem
 
Mobile Knife Fighting at JSConf US
Mobile Knife Fighting at JSConf US Mobile Knife Fighting at JSConf US
Mobile Knife Fighting at JSConf US
 
Concurrency patterns in Ruby
Concurrency patterns in RubyConcurrency patterns in Ruby
Concurrency patterns in Ruby
 
Concurrency patterns in Ruby
Concurrency patterns in RubyConcurrency patterns in Ruby
Concurrency patterns in Ruby
 
Ruby Concurrency
Ruby ConcurrencyRuby Concurrency
Ruby Concurrency
 
Java in High Frequency Trading
Java in High Frequency TradingJava in High Frequency Trading
Java in High Frequency Trading
 
Robotics, Search and AI with Solr, MyRobotLab, and Deeplearning4j
Robotics, Search and AI with Solr, MyRobotLab, and Deeplearning4jRobotics, Search and AI with Solr, MyRobotLab, and Deeplearning4j
Robotics, Search and AI with Solr, MyRobotLab, and Deeplearning4j
 
The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...
The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...
The Intersection of Robotics, Search and AI with Solr, MyRobotLab, and Deep L...
 
Life Beyond Rails: Creating Cross Platform Ruby Apps
Life Beyond Rails: Creating Cross Platform Ruby AppsLife Beyond Rails: Creating Cross Platform Ruby Apps
Life Beyond Rails: Creating Cross Platform Ruby Apps
 
Truly madly deeply parallel ruby applications
Truly madly deeply parallel ruby applicationsTruly madly deeply parallel ruby applications
Truly madly deeply parallel ruby applications
 
What's Running My Containers? A review of runtimes and standards.
What's Running My Containers? A review of runtimes and standards.What's Running My Containers? A review of runtimes and standards.
What's Running My Containers? A review of runtimes and standards.
 

Recently uploaded

Call Girls Bhubaneswar 9777949614 call me Independent Escort Service Bhubaneswar
Call Girls Bhubaneswar 9777949614 call me Independent Escort Service BhubaneswarCall Girls Bhubaneswar 9777949614 call me Independent Escort Service Bhubaneswar
Call Girls Bhubaneswar 9777949614 call me Independent Escort Service BhubaneswarCall Girls Mumbai
 
Call girls Service in Deira 0507330913 Deira Call girls
Call girls Service in Deira 0507330913 Deira Call girlsCall girls Service in Deira 0507330913 Deira Call girls
Call girls Service in Deira 0507330913 Deira Call girlsMonica Sydney
 
Call 8617370543 Sangli Call girls with real photos and phone numbers
Call 8617370543 Sangli Call girls with real photos and phone numbersCall 8617370543 Sangli Call girls with real photos and phone numbers
Call 8617370543 Sangli Call girls with real photos and phone numbersNitya salvi
 
Bhubaneswar🌹Call Girls Kalpana Mesuem ❤Komal 9777949614 💟 Full Trusted CALL ...
Bhubaneswar🌹Call Girls Kalpana Mesuem  ❤Komal 9777949614 💟 Full Trusted CALL ...Bhubaneswar🌹Call Girls Kalpana Mesuem  ❤Komal 9777949614 💟 Full Trusted CALL ...
Bhubaneswar🌹Call Girls Kalpana Mesuem ❤Komal 9777949614 💟 Full Trusted CALL ...Call Girls Mumbai
 
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...DipikaDelhi
 
Deira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in DeiraDeira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in DeiraMonica Sydney
 
Jann Mardenborough's Better Half in Racing and Life
Jann Mardenborough's Better Half in Racing and LifeJann Mardenborough's Better Half in Racing and Life
Jann Mardenborough's Better Half in Racing and Lifeget joys
 
Mandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and Model
Mandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and ModelMandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and Model
Mandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and Modelhotbabesbook
 
Models in Deira 0567006274 Deira Call girl Service
Models in Deira 0567006274 Deira Call girl ServiceModels in Deira 0567006274 Deira Call girl Service
Models in Deira 0567006274 Deira Call girl ServiceMonica Sydney
 
Foreigner Call Girls Mahim WhatsApp +91-9833363713, Full Night Service
Foreigner Call Girls Mahim WhatsApp +91-9833363713, Full Night ServiceForeigner Call Girls Mahim WhatsApp +91-9833363713, Full Night Service
Foreigner Call Girls Mahim WhatsApp +91-9833363713, Full Night Servicemeghakumariji156
 
Hire 💕 8617370543 Kushinagar Call Girls Service Call Girls Agency
Hire 💕 8617370543 Kushinagar Call Girls Service Call Girls AgencyHire 💕 8617370543 Kushinagar Call Girls Service Call Girls Agency
Hire 💕 8617370543 Kushinagar Call Girls Service Call Girls AgencyNitya salvi
 
Pakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girlsPakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girlsMonica Sydney
 
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls AgencyHire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls AgencyNitya salvi
 
Pakistani Call girls in Ajman 0505086370 Ajman Call girls
Pakistani Call girls in Ajman 0505086370 Ajman Call girlsPakistani Call girls in Ajman 0505086370 Ajman Call girls
Pakistani Call girls in Ajman 0505086370 Ajman Call girlsMonica Sydney
 
Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...
Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...
Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...Nitya salvi
 
Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...
Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...
Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...call girls kolkata
 
High Profile Escort in Dubai 0524076003 Dubai Escorts
High Profile Escort in Dubai 0524076003 Dubai EscortsHigh Profile Escort in Dubai 0524076003 Dubai Escorts
High Profile Escort in Dubai 0524076003 Dubai EscortsMonica Sydney
 
Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...
Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...
Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...call girls kolkata
 
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448DipikaDelhi
 

Recently uploaded (20)

Call Girls Bhubaneswar 9777949614 call me Independent Escort Service Bhubaneswar
Call Girls Bhubaneswar 9777949614 call me Independent Escort Service BhubaneswarCall Girls Bhubaneswar 9777949614 call me Independent Escort Service Bhubaneswar
Call Girls Bhubaneswar 9777949614 call me Independent Escort Service Bhubaneswar
 
Call girls Service in Deira 0507330913 Deira Call girls
Call girls Service in Deira 0507330913 Deira Call girlsCall girls Service in Deira 0507330913 Deira Call girls
Call girls Service in Deira 0507330913 Deira Call girls
 
Call 8617370543 Sangli Call girls with real photos and phone numbers
Call 8617370543 Sangli Call girls with real photos and phone numbersCall 8617370543 Sangli Call girls with real photos and phone numbers
Call 8617370543 Sangli Call girls with real photos and phone numbers
 
Bhubaneswar🌹Call Girls Kalpana Mesuem ❤Komal 9777949614 💟 Full Trusted CALL ...
Bhubaneswar🌹Call Girls Kalpana Mesuem  ❤Komal 9777949614 💟 Full Trusted CALL ...Bhubaneswar🌹Call Girls Kalpana Mesuem  ❤Komal 9777949614 💟 Full Trusted CALL ...
Bhubaneswar🌹Call Girls Kalpana Mesuem ❤Komal 9777949614 💟 Full Trusted CALL ...
 
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
Call girls Service Berhampur - 9332606886 Our call girls are sure to provide ...
 
Deira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in DeiraDeira Call girl agency 0567006274 Call girls in Deira
Deira Call girl agency 0567006274 Call girls in Deira
 
Jann Mardenborough's Better Half in Racing and Life
Jann Mardenborough's Better Half in Racing and LifeJann Mardenborough's Better Half in Racing and Life
Jann Mardenborough's Better Half in Racing and Life
 
Mandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and Model
Mandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and ModelMandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and Model
Mandvi (Ahemdabad) Escorts 6367492432 with Real Phone number and Model
 
Models in Deira 0567006274 Deira Call girl Service
Models in Deira 0567006274 Deira Call girl ServiceModels in Deira 0567006274 Deira Call girl Service
Models in Deira 0567006274 Deira Call girl Service
 
Foreigner Call Girls Mahim WhatsApp +91-9833363713, Full Night Service
Foreigner Call Girls Mahim WhatsApp +91-9833363713, Full Night ServiceForeigner Call Girls Mahim WhatsApp +91-9833363713, Full Night Service
Foreigner Call Girls Mahim WhatsApp +91-9833363713, Full Night Service
 
Hire 💕 8617370543 Kushinagar Call Girls Service Call Girls Agency
Hire 💕 8617370543 Kushinagar Call Girls Service Call Girls AgencyHire 💕 8617370543 Kushinagar Call Girls Service Call Girls Agency
Hire 💕 8617370543 Kushinagar Call Girls Service Call Girls Agency
 
Pakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girlsPakistani Call girls in Deira 0567006274 Deira Call girls
Pakistani Call girls in Deira 0567006274 Deira Call girls
 
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls AgencyHire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
Hire 💕 8617370543 Mirzapur Call Girls Service Call Girls Agency
 
Pakistani Call girls in Ajman 0505086370 Ajman Call girls
Pakistani Call girls in Ajman 0505086370 Ajman Call girlsPakistani Call girls in Ajman 0505086370 Ajman Call girls
Pakistani Call girls in Ajman 0505086370 Ajman Call girls
 
Vip Models Escorts in Lahore 03068178123
Vip Models Escorts in Lahore 03068178123Vip Models Escorts in Lahore 03068178123
Vip Models Escorts in Lahore 03068178123
 
Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...
Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...
Just Call Vip call girls Palghar Escorts ☎️8617370543 Two shot with one girl ...
 
Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...
Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...
Call Girls Rajnandgaon / 9332606886 Genuine Call girls with real Photos and N...
 
High Profile Escort in Dubai 0524076003 Dubai Escorts
High Profile Escort in Dubai 0524076003 Dubai EscortsHigh Profile Escort in Dubai 0524076003 Dubai Escorts
High Profile Escort in Dubai 0524076003 Dubai Escorts
 
Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...
Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...
Call Girls in Kollam - 9332606886 Our call girls are sure to provide you with...
 
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
Call Girls Bijapur - 9332606886 Rs 3000 Free Pickup & Drop Services 24x448
 

Hybrid concurrency patterns

Editor's Notes

  1. \n
  2. \n
  3. \n
  4. \n
  5. \n
  6. \n
  7. \n
  8. \n
  9. \n
  10. \n
  11. \n
  12. \n
  13. \n
  14. \n
  15. \n
  16. \n
  17. \n
  18. \n
  19. \n
  20. \n
  21. \n
  22. \n
  23. \n
  24. \n
  25. \n
  26. \n
  27. \n
  28. \n
  29. \n
  30. \n
  31. \n
  32. \n
  33. \n
  34. \n
  35. \n
  36. \n
  37. \n
  38. \n
  39. \n
  40. \n
  41. \n
  42. \n
  43. \n
  44. \n
  45. \n