SlideShare a Scribd company logo
2.0 Reloaded

       Meetu Maltiar
Email: meetu@knoldus.com
  Twitter:@meetumaltiar
Akka 2.0
Akka name comes from Sami mythology is actually
     name of a goddess of wisdom and beauty.

    Akka incidentally means sister in Telugu!!
The Problem
It is way too hard to build
  => correct highly concurrent systems
  => truly scalable systems
  => self-healing, fault-tolerant systems
What is Akka?
Right abstraction with actors for concurrent, fault-tolerant
and scalable applications


For Fault-Tolerance uses “let it crash” model


Abstraction for transparent distribution for load
Introducing Actors
Actor is an entity encapsulating behavior, state and a
mailbox to receive messages

For a message received by Actor a thread is allocated to it

Then Actors behavior is applied to the message and
potentially some state is changed or messages is passed to
other Actors
Introducing Actors..
There is elasticity between message processing and addition
of new messages. New messages can be added while actor
execution is happening.

When processing of messages is completed thread is
deallocated from the actor. It can be reallocated a thread at
a later time
Create Application
import akka.actor.ActorSystem

val system =
ActorSystem("firstApp")
My First Actor
import akka.actor.{ Actor, Props }


class MyFirstActor extends Actor {
  def receive = {
    case msg => println("Hello!!")
  }
}
Create Actors
import akka.actor.{ ActorSystem, Props }


val system = ActorSystem("firstApp")
val myFirstActor =
system.actorOf(Props[MyFirstActor])


     MyFirstActor is an ActorRef
       Create a top level actor
Stop Actors
system stop myFirstActor



Also stops all actors in hierarchy
Send: !
myFirstActor ! “Hello”



      fire-forget
Ask: ?
import akka.pattern.ask


implicit val timeout = Timeout(50000 milliseconds)

val future = myActor ? "hello"


Await.result(future, timeout.duration).asInstanceOf[Int]




           Returns a Future[Any]
Reply
import akka.actor.Actor

class LongWorkingActor extends Actor {
  def receive = {
    case number: Int =>
      sender ! (“Hi I received ” + number)
  }
}
Routers
RoundRobin
Random
SmallestMailBox
BroadCast
ScatterGaherFirstCompleted
Routers...

val router =
system.actorOf(
Props[RouterWorkerActor].
withRouter(RoundRobinRouter(nrOfInstances = 5)))
Let It Crash
Fault Tolerance
Actor Path
val actorRef =
system.actorFor("akka://actorPathApp/user/pa
rent/child")

val parent = context.actorFor("..")

val sibling = context.actorFor("../sibling")


val refPath = actorRef.path
Supervision
class Supervisor extends Actor {
  override val supervisorStrategy =
OneForOneStrategy(maxNrOfRetries = 10,
withinTimeRange = 1 minute) {
    case _: ArithmeticException => Resume
    case _: NullPointerException => Restart
    case _: IllegalArgumentException => Stop
    case _: Exception => Escalate
  }
}
Manage Failure
class FaultTolerantService extends Actor {
  def receive = {
    case msg => println(msg)
  }

    override def preRestart(reason: Throwable, message: Option[Any]) = {
        // clean up before restart
    }

    override def postRestart(reason: Throwable) = {
       // init after restart
    }
}
Code Samples

https://github.com/meetumaltiar/AkkaKnolX
References

Viktor Klang talk on Akka 2.0 at NE Scala symposium

Akka website akka.io

More Related Content

Similar to Akka knolx

Akka and futures
Akka and futuresAkka and futures
Akka and futures
Knoldus Inc.
 
Message-based communication patterns in distributed Akka applications
Message-based communication patterns in distributed Akka applicationsMessage-based communication patterns in distributed Akka applications
Message-based communication patterns in distributed Akka applications
Andrii Lashchenko
 
Akka Actors: an Introduction
Akka Actors: an IntroductionAkka Actors: an Introduction
Akka Actors: an Introduction
Roberto Casadei
 
Akka Testkit Patterns
Akka Testkit PatternsAkka Testkit Patterns
Akka Testkit Patterns
Mykhailo Kotsur
 
Nairobi JVM meetup : Introduction to akka
Nairobi JVM meetup : Introduction to akkaNairobi JVM meetup : Introduction to akka
Nairobi JVM meetup : Introduction to akka
AD_
 
Building Massively Scalable application with Akka 2.0
Building Massively Scalable application with Akka 2.0Building Massively Scalable application with Akka 2.0
Building Massively Scalable application with Akka 2.0
Knoldus Inc.
 
Introducing Akka
Introducing AkkaIntroducing Akka
Introducing Akka
Meetu Maltiar
 
Concurrency and scalability with akka
Concurrency and scalability  with akkaConcurrency and scalability  with akka
Concurrency and scalability with akka
Bardia Heydari
 
Scalaz 8 vs Akka Actors
Scalaz 8 vs Akka ActorsScalaz 8 vs Akka Actors
Scalaz 8 vs Akka Actors
John De Goes
 
Testing akka-actors
Testing akka-actorsTesting akka-actors
Testing akka-actors
Knoldus Inc.
 
Akka london scala_user_group
Akka london scala_user_groupAkka london scala_user_group
Akka london scala_user_group
Skills Matter
 
Scaling Web Apps with Akka
Scaling Web Apps with AkkaScaling Web Apps with Akka
Scaling Web Apps with Akka
Maciej Matyjas
 
Akka lsug skills matter
Akka lsug skills matterAkka lsug skills matter
Akka lsug skills matter
Skills Matter
 
GPars (Groovy Parallel Systems)
GPars (Groovy Parallel Systems)GPars (Groovy Parallel Systems)
GPars (Groovy Parallel Systems)
Gagan Agrawal
 
Networks and types - the future of Akka
Networks and types - the future of AkkaNetworks and types - the future of Akka
Networks and types - the future of Akka
Johan Andrén
 
Activator and Reactive at Play NYC meetup
Activator and Reactive at Play NYC meetupActivator and Reactive at Play NYC meetup
Activator and Reactive at Play NYC meetup
Henrik Engström
 
Scale up your thinking
Scale up your thinkingScale up your thinking
Scale up your thinking
Yardena Meymann
 
First glance at Akka 2.0
First glance at Akka 2.0First glance at Akka 2.0
First glance at Akka 2.0
Vasil Remeniuk
 
Akka tips
Akka tipsAkka tips
Reactive Programming in .Net - actorbased computing with Akka.Net
Reactive Programming in .Net - actorbased computing with Akka.NetReactive Programming in .Net - actorbased computing with Akka.Net
Reactive Programming in .Net - actorbased computing with Akka.Net
Sören Stelzer
 

Similar to Akka knolx (20)

Akka and futures
Akka and futuresAkka and futures
Akka and futures
 
Message-based communication patterns in distributed Akka applications
Message-based communication patterns in distributed Akka applicationsMessage-based communication patterns in distributed Akka applications
Message-based communication patterns in distributed Akka applications
 
Akka Actors: an Introduction
Akka Actors: an IntroductionAkka Actors: an Introduction
Akka Actors: an Introduction
 
Akka Testkit Patterns
Akka Testkit PatternsAkka Testkit Patterns
Akka Testkit Patterns
 
Nairobi JVM meetup : Introduction to akka
Nairobi JVM meetup : Introduction to akkaNairobi JVM meetup : Introduction to akka
Nairobi JVM meetup : Introduction to akka
 
Building Massively Scalable application with Akka 2.0
Building Massively Scalable application with Akka 2.0Building Massively Scalable application with Akka 2.0
Building Massively Scalable application with Akka 2.0
 
Introducing Akka
Introducing AkkaIntroducing Akka
Introducing Akka
 
Concurrency and scalability with akka
Concurrency and scalability  with akkaConcurrency and scalability  with akka
Concurrency and scalability with akka
 
Scalaz 8 vs Akka Actors
Scalaz 8 vs Akka ActorsScalaz 8 vs Akka Actors
Scalaz 8 vs Akka Actors
 
Testing akka-actors
Testing akka-actorsTesting akka-actors
Testing akka-actors
 
Akka london scala_user_group
Akka london scala_user_groupAkka london scala_user_group
Akka london scala_user_group
 
Scaling Web Apps with Akka
Scaling Web Apps with AkkaScaling Web Apps with Akka
Scaling Web Apps with Akka
 
Akka lsug skills matter
Akka lsug skills matterAkka lsug skills matter
Akka lsug skills matter
 
GPars (Groovy Parallel Systems)
GPars (Groovy Parallel Systems)GPars (Groovy Parallel Systems)
GPars (Groovy Parallel Systems)
 
Networks and types - the future of Akka
Networks and types - the future of AkkaNetworks and types - the future of Akka
Networks and types - the future of Akka
 
Activator and Reactive at Play NYC meetup
Activator and Reactive at Play NYC meetupActivator and Reactive at Play NYC meetup
Activator and Reactive at Play NYC meetup
 
Scale up your thinking
Scale up your thinkingScale up your thinking
Scale up your thinking
 
First glance at Akka 2.0
First glance at Akka 2.0First glance at Akka 2.0
First glance at Akka 2.0
 
Akka tips
Akka tipsAkka tips
Akka tips
 
Reactive Programming in .Net - actorbased computing with Akka.Net
Reactive Programming in .Net - actorbased computing with Akka.NetReactive Programming in .Net - actorbased computing with Akka.Net
Reactive Programming in .Net - actorbased computing with Akka.Net
 

More from Knoldus Inc.

Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.
Knoldus Inc.
 
Facilitation Skills - When to Use and Why.pptx
Facilitation Skills - When to Use and Why.pptxFacilitation Skills - When to Use and Why.pptx
Facilitation Skills - When to Use and Why.pptx
Knoldus Inc.
 
Performance Testing at Scale Techniques for High-Volume Services
Performance Testing at Scale Techniques for High-Volume ServicesPerformance Testing at Scale Techniques for High-Volume Services
Performance Testing at Scale Techniques for High-Volume Services
Knoldus Inc.
 
Snowflake and its features (Presentation)
Snowflake and its features (Presentation)Snowflake and its features (Presentation)
Snowflake and its features (Presentation)
Knoldus Inc.
 
Terratest - Automation testing of infrastructure
Terratest - Automation testing of infrastructureTerratest - Automation testing of infrastructure
Terratest - Automation testing of infrastructure
Knoldus Inc.
 
Getting Started with Apache Spark (Scala)
Getting Started with Apache Spark (Scala)Getting Started with Apache Spark (Scala)
Getting Started with Apache Spark (Scala)
Knoldus Inc.
 
Secure practices with dot net services.pptx
Secure practices with dot net services.pptxSecure practices with dot net services.pptx
Secure practices with dot net services.pptx
Knoldus Inc.
 
Distributed Cache with dot microservices
Distributed Cache with dot microservicesDistributed Cache with dot microservices
Distributed Cache with dot microservices
Knoldus Inc.
 
Introduction to gRPC Presentation (Java)
Introduction to gRPC Presentation (Java)Introduction to gRPC Presentation (Java)
Introduction to gRPC Presentation (Java)
Knoldus Inc.
 
Using InfluxDB for real-time monitoring in Jmeter
Using InfluxDB for real-time monitoring in JmeterUsing InfluxDB for real-time monitoring in Jmeter
Using InfluxDB for real-time monitoring in Jmeter
Knoldus Inc.
 
Intoduction to KubeVela Presentation (DevOps)
Intoduction to KubeVela Presentation (DevOps)Intoduction to KubeVela Presentation (DevOps)
Intoduction to KubeVela Presentation (DevOps)
Knoldus Inc.
 
Stakeholder Management (Project Management) Presentation
Stakeholder Management (Project Management) PresentationStakeholder Management (Project Management) Presentation
Stakeholder Management (Project Management) Presentation
Knoldus Inc.
 
Introduction To Kaniko (DevOps) Presentation
Introduction To Kaniko (DevOps) PresentationIntroduction To Kaniko (DevOps) Presentation
Introduction To Kaniko (DevOps) Presentation
Knoldus Inc.
 
Efficient Test Environments with Infrastructure as Code (IaC)
Efficient Test Environments with Infrastructure as Code (IaC)Efficient Test Environments with Infrastructure as Code (IaC)
Efficient Test Environments with Infrastructure as Code (IaC)
Knoldus Inc.
 
Exploring Terramate DevOps (Presentation)
Exploring Terramate DevOps (Presentation)Exploring Terramate DevOps (Presentation)
Exploring Terramate DevOps (Presentation)
Knoldus Inc.
 
Clean Code in Test Automation Differentiating Between the Good and the Bad
Clean Code in Test Automation  Differentiating Between the Good and the BadClean Code in Test Automation  Differentiating Between the Good and the Bad
Clean Code in Test Automation Differentiating Between the Good and the Bad
Knoldus Inc.
 
Integrating AI Capabilities in Test Automation
Integrating AI Capabilities in Test AutomationIntegrating AI Capabilities in Test Automation
Integrating AI Capabilities in Test Automation
Knoldus Inc.
 
State Management with NGXS in Angular.pptx
State Management with NGXS in Angular.pptxState Management with NGXS in Angular.pptx
State Management with NGXS in Angular.pptx
Knoldus Inc.
 
Authentication in Svelte using cookies.pptx
Authentication in Svelte using cookies.pptxAuthentication in Svelte using cookies.pptx
Authentication in Svelte using cookies.pptx
Knoldus Inc.
 
OAuth2 Implementation Presentation (Java)
OAuth2 Implementation Presentation (Java)OAuth2 Implementation Presentation (Java)
OAuth2 Implementation Presentation (Java)
Knoldus Inc.
 

More from Knoldus Inc. (20)

Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.Managing State & HTTP Requests In Ionic.
Managing State & HTTP Requests In Ionic.
 
Facilitation Skills - When to Use and Why.pptx
Facilitation Skills - When to Use and Why.pptxFacilitation Skills - When to Use and Why.pptx
Facilitation Skills - When to Use and Why.pptx
 
Performance Testing at Scale Techniques for High-Volume Services
Performance Testing at Scale Techniques for High-Volume ServicesPerformance Testing at Scale Techniques for High-Volume Services
Performance Testing at Scale Techniques for High-Volume Services
 
Snowflake and its features (Presentation)
Snowflake and its features (Presentation)Snowflake and its features (Presentation)
Snowflake and its features (Presentation)
 
Terratest - Automation testing of infrastructure
Terratest - Automation testing of infrastructureTerratest - Automation testing of infrastructure
Terratest - Automation testing of infrastructure
 
Getting Started with Apache Spark (Scala)
Getting Started with Apache Spark (Scala)Getting Started with Apache Spark (Scala)
Getting Started with Apache Spark (Scala)
 
Secure practices with dot net services.pptx
Secure practices with dot net services.pptxSecure practices with dot net services.pptx
Secure practices with dot net services.pptx
 
Distributed Cache with dot microservices
Distributed Cache with dot microservicesDistributed Cache with dot microservices
Distributed Cache with dot microservices
 
Introduction to gRPC Presentation (Java)
Introduction to gRPC Presentation (Java)Introduction to gRPC Presentation (Java)
Introduction to gRPC Presentation (Java)
 
Using InfluxDB for real-time monitoring in Jmeter
Using InfluxDB for real-time monitoring in JmeterUsing InfluxDB for real-time monitoring in Jmeter
Using InfluxDB for real-time monitoring in Jmeter
 
Intoduction to KubeVela Presentation (DevOps)
Intoduction to KubeVela Presentation (DevOps)Intoduction to KubeVela Presentation (DevOps)
Intoduction to KubeVela Presentation (DevOps)
 
Stakeholder Management (Project Management) Presentation
Stakeholder Management (Project Management) PresentationStakeholder Management (Project Management) Presentation
Stakeholder Management (Project Management) Presentation
 
Introduction To Kaniko (DevOps) Presentation
Introduction To Kaniko (DevOps) PresentationIntroduction To Kaniko (DevOps) Presentation
Introduction To Kaniko (DevOps) Presentation
 
Efficient Test Environments with Infrastructure as Code (IaC)
Efficient Test Environments with Infrastructure as Code (IaC)Efficient Test Environments with Infrastructure as Code (IaC)
Efficient Test Environments with Infrastructure as Code (IaC)
 
Exploring Terramate DevOps (Presentation)
Exploring Terramate DevOps (Presentation)Exploring Terramate DevOps (Presentation)
Exploring Terramate DevOps (Presentation)
 
Clean Code in Test Automation Differentiating Between the Good and the Bad
Clean Code in Test Automation  Differentiating Between the Good and the BadClean Code in Test Automation  Differentiating Between the Good and the Bad
Clean Code in Test Automation Differentiating Between the Good and the Bad
 
Integrating AI Capabilities in Test Automation
Integrating AI Capabilities in Test AutomationIntegrating AI Capabilities in Test Automation
Integrating AI Capabilities in Test Automation
 
State Management with NGXS in Angular.pptx
State Management with NGXS in Angular.pptxState Management with NGXS in Angular.pptx
State Management with NGXS in Angular.pptx
 
Authentication in Svelte using cookies.pptx
Authentication in Svelte using cookies.pptxAuthentication in Svelte using cookies.pptx
Authentication in Svelte using cookies.pptx
 
OAuth2 Implementation Presentation (Java)
OAuth2 Implementation Presentation (Java)OAuth2 Implementation Presentation (Java)
OAuth2 Implementation Presentation (Java)
 

Recently uploaded

"Scaling RAG Applications to serve millions of users", Kevin Goedecke
"Scaling RAG Applications to serve millions of users",  Kevin Goedecke"Scaling RAG Applications to serve millions of users",  Kevin Goedecke
"Scaling RAG Applications to serve millions of users", Kevin Goedecke
Fwdays
 
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
DanBrown980551
 
Apps Break Data
Apps Break DataApps Break Data
Apps Break Data
Ivo Velitchkov
 
"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota
Fwdays
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 
QA or the Highway - Component Testing: Bridging the gap between frontend appl...
QA or the Highway - Component Testing: Bridging the gap between frontend appl...QA or the Highway - Component Testing: Bridging the gap between frontend appl...
QA or the Highway - Component Testing: Bridging the gap between frontend appl...
zjhamm304
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
Edge AI and Vision Alliance
 
What is an RPA CoE? Session 2 – CoE Roles
What is an RPA CoE?  Session 2 – CoE RolesWhat is an RPA CoE?  Session 2 – CoE Roles
What is an RPA CoE? Session 2 – CoE Roles
DianaGray10
 
A Deep Dive into ScyllaDB's Architecture
A Deep Dive into ScyllaDB's ArchitectureA Deep Dive into ScyllaDB's Architecture
A Deep Dive into ScyllaDB's Architecture
ScyllaDB
 
Christine's Supplier Sourcing Presentaion.pptx
Christine's Supplier Sourcing Presentaion.pptxChristine's Supplier Sourcing Presentaion.pptx
Christine's Supplier Sourcing Presentaion.pptx
christinelarrosa
 
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
"$10 thousand per minute of downtime: architecture, queues, streaming and fin..."$10 thousand per minute of downtime: architecture, queues, streaming and fin...
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
Fwdays
 
ScyllaDB Tablets: Rethinking Replication
ScyllaDB Tablets: Rethinking ReplicationScyllaDB Tablets: Rethinking Replication
ScyllaDB Tablets: Rethinking Replication
ScyllaDB
 
Must Know Postgres Extension for DBA and Developer during Migration
Must Know Postgres Extension for DBA and Developer during MigrationMust Know Postgres Extension for DBA and Developer during Migration
Must Know Postgres Extension for DBA and Developer during Migration
Mydbops
 
"NATO Hackathon Winner: AI-Powered Drug Search", Taras Kloba
"NATO Hackathon Winner: AI-Powered Drug Search",  Taras Kloba"NATO Hackathon Winner: AI-Powered Drug Search",  Taras Kloba
"NATO Hackathon Winner: AI-Powered Drug Search", Taras Kloba
Fwdays
 
What is an RPA CoE? Session 1 – CoE Vision
What is an RPA CoE?  Session 1 – CoE VisionWhat is an RPA CoE?  Session 1 – CoE Vision
What is an RPA CoE? Session 1 – CoE Vision
DianaGray10
 
Northern Engraving | Modern Metal Trim, Nameplates and Appliance Panels
Northern Engraving | Modern Metal Trim, Nameplates and Appliance PanelsNorthern Engraving | Modern Metal Trim, Nameplates and Appliance Panels
Northern Engraving | Modern Metal Trim, Nameplates and Appliance Panels
Northern Engraving
 
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge GraphGraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
Neo4j
 
Christine's Product Research Presentation.pptx
Christine's Product Research Presentation.pptxChristine's Product Research Presentation.pptx
Christine's Product Research Presentation.pptx
christinelarrosa
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
Jason Yip
 
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid ResearchHarnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Neo4j
 

Recently uploaded (20)

"Scaling RAG Applications to serve millions of users", Kevin Goedecke
"Scaling RAG Applications to serve millions of users",  Kevin Goedecke"Scaling RAG Applications to serve millions of users",  Kevin Goedecke
"Scaling RAG Applications to serve millions of users", Kevin Goedecke
 
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
LF Energy Webinar: Carbon Data Specifications: Mechanisms to Improve Data Acc...
 
Apps Break Data
Apps Break DataApps Break Data
Apps Break Data
 
"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota"Choosing proper type of scaling", Olena Syrota
"Choosing proper type of scaling", Olena Syrota
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 
QA or the Highway - Component Testing: Bridging the gap between frontend appl...
QA or the Highway - Component Testing: Bridging the gap between frontend appl...QA or the Highway - Component Testing: Bridging the gap between frontend appl...
QA or the Highway - Component Testing: Bridging the gap between frontend appl...
 
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
“Temporal Event Neural Networks: A More Efficient Alternative to the Transfor...
 
What is an RPA CoE? Session 2 – CoE Roles
What is an RPA CoE?  Session 2 – CoE RolesWhat is an RPA CoE?  Session 2 – CoE Roles
What is an RPA CoE? Session 2 – CoE Roles
 
A Deep Dive into ScyllaDB's Architecture
A Deep Dive into ScyllaDB's ArchitectureA Deep Dive into ScyllaDB's Architecture
A Deep Dive into ScyllaDB's Architecture
 
Christine's Supplier Sourcing Presentaion.pptx
Christine's Supplier Sourcing Presentaion.pptxChristine's Supplier Sourcing Presentaion.pptx
Christine's Supplier Sourcing Presentaion.pptx
 
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
"$10 thousand per minute of downtime: architecture, queues, streaming and fin..."$10 thousand per minute of downtime: architecture, queues, streaming and fin...
"$10 thousand per minute of downtime: architecture, queues, streaming and fin...
 
ScyllaDB Tablets: Rethinking Replication
ScyllaDB Tablets: Rethinking ReplicationScyllaDB Tablets: Rethinking Replication
ScyllaDB Tablets: Rethinking Replication
 
Must Know Postgres Extension for DBA and Developer during Migration
Must Know Postgres Extension for DBA and Developer during MigrationMust Know Postgres Extension for DBA and Developer during Migration
Must Know Postgres Extension for DBA and Developer during Migration
 
"NATO Hackathon Winner: AI-Powered Drug Search", Taras Kloba
"NATO Hackathon Winner: AI-Powered Drug Search",  Taras Kloba"NATO Hackathon Winner: AI-Powered Drug Search",  Taras Kloba
"NATO Hackathon Winner: AI-Powered Drug Search", Taras Kloba
 
What is an RPA CoE? Session 1 – CoE Vision
What is an RPA CoE?  Session 1 – CoE VisionWhat is an RPA CoE?  Session 1 – CoE Vision
What is an RPA CoE? Session 1 – CoE Vision
 
Northern Engraving | Modern Metal Trim, Nameplates and Appliance Panels
Northern Engraving | Modern Metal Trim, Nameplates and Appliance PanelsNorthern Engraving | Modern Metal Trim, Nameplates and Appliance Panels
Northern Engraving | Modern Metal Trim, Nameplates and Appliance Panels
 
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge GraphGraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
 
Christine's Product Research Presentation.pptx
Christine's Product Research Presentation.pptxChristine's Product Research Presentation.pptx
Christine's Product Research Presentation.pptx
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
 
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid ResearchHarnessing the Power of NLP and Knowledge Graphs for Opioid Research
Harnessing the Power of NLP and Knowledge Graphs for Opioid Research
 

Akka knolx