actors, fault tolerance and otp
TRANSCRIPT
Actor Oriented Programming,Fault Tolerance and OTP
Dhananjay Nene#devcamp pune April 9th, 2011
What is the Actor Model ?
In computer science, the Actor model is a mathematical model of concurrent computation that treats "actors" as the universal primitives of concurrent digital computation: in response to a message that it receives, an actor can make local decisions, create more actors, send more messages, and determine how to respond to the next message received.
Wikipedia (Actor Model)
Erlang Process Model
In erlang parlance, each actor is a process
However thats not the same as an operating system process. A single OS process hosts many erlang processes. An erlang process is far lighter than even a thread.
Isolation : Processes are isolated. They do not share any memory between themselves. Garbage collection also works independently per processes
Since processes run concurrently, the inability to share memory between them reduces many of the difficulties associated with conventional multi threaded programming
Messages : Processes interact with each other by sending each other messages asynchronously
For asynchronous messaging to work each process has a mailbox of messages and it processes one message at a time from the mailbox
Introduction : Sleeping Barber Problem
OTP : Open Telecom Platform
OTP plays a somewhat similar role as JEE does for Java
OTP Design Patterns :
Application
Server
Supervisor
State Machines
Event Handling
Philosophy : Let it crash
Let it crash actually encouraging higher availability initially seems like an oxymoron
But what it really emphasises is the ensured continued availability of the overall system rather than the robustness of every small piece that forms it.
So what features of erlang help fault tolerance?
Light weight process design allows modeling highly concurrent set of activities
Shared Nothing / Process Isolation allows any process to fail without directly negatively impacting any other process
Code demonstrated :
Erlang :
https://github.com/dnene/sleeping-barber/tree/34616b7c692b8b18eac71d34a7b30b65b2d94e20
Scala akka
https://github.com/dnene/sleeping-barber/tree/34616b7c692b8b18eac71d34a7b30b65b2d94e20
Ability to link processes, and create supervisor and monitor hierarchy allows graceful resumption of failed services
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