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Introduction to Akka.NET and
Akka.Cluster
Aaron Stannard,
Co-founder Akka.NET
@Aaronontheweb
High Expectations for Backend
Developers
And the obvious ways to scale
are wrong.
Enterprise CRUD App
Scenario 1: Surge in User
Activity
Obvious Solution: Sharding
Brittle
Scenario 2: Real-time User
Interactivity
Obvious Solution: Read-after-
Write
Reality
Why is Distributed Programming
Hard?
Distributed Systems 101
Enter the Actor Model
Origins
Actor Model Core Concepts
Akka.NET: Actor Model for .NET
Akka.NET Modules
• Akka – core actor library
• Akka.Remote – cross-node actor deployment /
communication
• Akka.Cluster – elastic actor networks (HA)
• Akka.Persistence – event-sourcing, durable actor state &
recovery
• Akka.Streams – streaming workflows
• Akka.Cluster.Tools – cluster singleton, distributed pub
sub
• Akka.Cluster.Sharding – durable state partitioning
• Akka.DData – eventually consistent data replication
What's an Actor?
Statefulness & Concurrency
with Actors
Actors have internal state
Actor state is always private,
modified when handling
messages, only shared via
immutable messages
Actors live in a family tree
Actors process one message at
a time
Actors on the Network
Event and Message Driven
Programming
Properties of Messages
Messaging Patterns
Messaging Protocols
Communicate with Actors via
Reference
Actor References Have
Transparent Locations
Akka.Remote & Akka.Cluster:
Location Doesn't Matter
What Akka.Cluster Does
What is a "Cluster?"
Network View of a Cluster
When do we use clustering?
Clustering Examples
CAP Theorem
CAP Terminologies
Clustering is for AP
How an Akka.NET Cluster
Forms
Initial State
Seed Node: Initial, well-known
nodes contacted by nodes
attempting to join the cluster
Joining the Cluster
Leader Election
Ring Formation
Gossip: How Nodes Discover
Each Other
Leaders Act on Gossip
Convergence
Node Member States
Node Leaves
Node Exits
Running Multiple Akka.NET
Apps in a Cluster
Cluster Roles
Cluster Role HOCON
Declaration
Clustered Routers
How (most) actors on one node
send messages to each other.
Clustered Group Routers
Cluster Routers
Cluster Pool Routers
Cluster Group Router HOCON
Clusters & State
Fastest Response Time?
Stateful Apps Serve Results
from Memory
State Locality
State Makes Protocols Work
CAP & Protocols
State has to be Moved
Akka.Cluster Makes This Easy
How to Move State
Recovering State on the Fly
Petabridge

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