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Actors, Microservices…
Rotem Hermon
@margolis20
Can two walk
together?
Actors?
Concurrency
Multithreading
The problem with multi-threaded concurrency
• Shared memory and state
• Race conditions
• Locks and deadlocks
• Blocking calls
• Hard to understand and maintain
• Not easily distributed
The Actor Model
• Formalized in 1973 (Carl Hewitt)
• Concurrency by Message Passing
• Avoids problems of threading and locking
An Actor
• Lightweight
• Never shares state
• Communicates through asynchronous messages
• Mailbox buffers incoming messages
• Processes one message at a time
An Actor
• Lightweight
• Never shares state
• Communicates through asynchronous messages
• Mailbox buffers incoming messages
• Processes one message at a time
• Single threaded
The Actor Model
• Higher abstraction level
• Simpler concurrent programming model
• Write single-threaded code (easier to understand)
• Concurrency and scale via actor instances
• Maximizes CPU utilization
• Easy to distribute
Distributed
Concurrency
Virtual Actors
• A simplified Actors implementation with a higher abstraction
level
• Introduced by Microsoft Research – Project Orleans
• A port to Java – Orbit (by EA)
Virtual Actors
• Goals:
• Make distributed application programming easier
• Prefer developer productivity and transparent scalability
• “A programming model and runtime for building cloud
native services”
Virtual Actors
• A Virtual Actor:
always exists
and
never fails
Virtual Actors
Actor types:
• Worker
• An auto-scaling processing unit – multiple instances created by
framework as needed
Virtual Actors
Actor types:
• Single Activation
• Guaranteed to have a single active instance in the cluster
Virtual Actors
Actor types:
• Single Activation
• Guaranteed to have a single active instance in the cluster
• A Stateful application middle-tier!
A Short Example…
URL Shortener Service
• Shorten (URI)
• Expand (ShortURI)
A Short Example…
URL Shortener Service
The Classic way
shrt.uri
Stateless
Service
DB
Cache
Fetch from DB
Set in Cache
Expand
Return URL
Get From Cache
A Short Example…
URL Shortener Service
The Virtual Actor way
shrt.uri
Expand
Return URL
Virtual Actors Service
Worker URLActor (“shrt.uri”)
“URL”
DB
Fetch from DB
A Short Example…
URL Shortener Service
The Virtual Actor way
shrt.uri
Expand
Return URL
Virtual Actors Service
Worker URLActor (“shrt.uri”)
“URL”
A Short Example…
URL Shortener Service
The Virtual Actor way
shrt.uri
Expand
Return URL
Virtual Actors Service
Worker URLActor (“shrt.uri”)
“URL”
And logic!
Virtual Actor Framework
• A runtime providing virtual “actor space”, analogues to
virtual memory
• Handles Actor placement, activation and GC when needed
• Balances resources across the cluster, provides elastic
scalability
Simplified Programming Model
• An Actor is a class, implementing an interface with
asynchronous methods
• The caller of an Actor uses the actor interface via a proxy
• Messaging is transparent and handled by the runtime.
Programmers deal with interfaces and methods
Simplified Programming Model
Simplified Programming Model
(Actors are actually
Nanoservices)
A single Actors universe?
Back to microservices
Actor based microservices
Service A
Service B
ServiceB
Interface
Actor
IMyServiceB
Actor based microservices
Service A
Service B
ServiceB
Interface
Actor
IMyServiceB
ServiceB
HTTP
Listener
Actor based microservices
Service A
Service B
ServiceB
Interface
Actor
IMyServiceB
ServiceB
Client
ServiceB
HTTP
Listener
JSON over HTTP
Thank You!
Rotem Hermon
@margolis20
VP Architecture @ Gigya

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