SlideShare ist ein Scribd-Unternehmen logo
1 von 78
Downloaden Sie, um offline zu lesen
The hitchhiker’s guide to
Java class reloading
@antonarhipov
whoami
Anton Arhipov
@antonarhipov
whoami
Anton Arhipov
@antonarhipov
https://zeroturnaround.com/rebellabs/java-ee-productivity-report-2011/
10%
20%
30%
0.5 1 2 3 4 5 6 7 8 10+ minutes
https://zeroturnaround.com/rebellabs/java-ee-productivity-report-2011/
10%
20%
30%
0.5 1 2 3 4 5 6 7 8 10+
The only effective developers??
minutes
https://zeroturnaround.com/rebellabs/java-ee-productivity-report-2011/
10%
20%
30%
0.5 1 2 3 4 5 6 7 8 10+
How about those?
minutes
The problem:
where did the time go?
The problem:
where did the time go?
1-30
sec
Container startup time
The problem:
where did the time go?
1-30
sec
Container startup time
~3 min
30 min1 s
Application deployment
The problem:
where did the time go?
1-30
sec
Container startup time
~3 min
30 min1 s
Application deployment
~1
min
Navigation
Technical solutions
Technical solutions
HotSwap
Technical solutions
HotSwap
Class loaders
Technical solutions
HotSwap
Class loaders
Java agents & instrumentation
Technical solutions
HotSwap
Class loaders
Java agents & instrumentation
hotswapEST. 2001
HOW ABOUT…
refactoring?
JDB
instanceKlass constantPoolOop
constants()
pool_holder()
klassVTable
Embedded
klassITable
Embedded
Embedded
statics
M. Dmitriev. Safe class and data evolution in large and long-lived Java (тм) applications. Technical report, Mountain View. 2001
instanceKlass constantPoolOop
constants()
constantPoolCacheOop
cache()
pool_holder()
klassVTable
Embedded
klassITable
Embedded
Embedded
statics
M. Dmitriev. Safe class and data evolution in large and long-lived Java (тм) applications. Technical report, Mountain View. 2001
instanceKlass constantPoolOop
constants()
constantPoolCacheOop
cache()
pool_holder()
klassVTable
Embedded
klassITable
Embedded
Embedded
statics
objArrayOop
methodOop
methods()
M. Dmitriev. Safe class and data evolution in large and long-lived Java (тм) applications. Technical report, Mountain View. 2001
instanceKlass constantPoolOop
constants()
constantPoolCacheOop
cache()
pool_holder()
klassVTable
Embedded
klassITable
Embedded
Embedded
statics
nmethod
code()
method()
constants()
objArrayOop
methodOop
methods()
M. Dmitriev. Safe class and data evolution in large and long-lived Java (тм) applications. Technical report, Mountain View. 2001
instanceKlass constantPoolOop
constants()
constantPoolCacheOop
cache()
pool_holder()
klassVTable
Embedded
klassITable
Embedded
Embedded
statics
nmethod
code()
method()
constants()
objArrayOop
methodOop
methods()
M. Dmitriev. Safe class and data evolution in large and long-lived Java (тм) applications. Technical report, Mountain View. 2001
Limited to individual statements
What if…
hotswap++
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Statements
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Statements
Methods
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Statements
Methods Fields
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Statements
Methods Fields Hierarchy
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Statements
Methods Fields Hierarchy
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Statements
Methods Fields Hierarchy
+ + +
Binary-compatible
Dynamic Code Evolution for Java
T. Würthinger, C. Wimmer, L. Stadler. 2010
Statements
Methods Fields Hierarchy
+ + +
x x x
Binary-compatible
Binary-incompatible
Classloaders
Class<?> uc1 = User.class;
Class<?> uc2 = new DynamicClassLoader().load("com.zt.User");
out.println(uc1.getName()); // com.zt.User
out.println(uc2.getName()); // com.zt.User
out.println(uc1.getClassLoader()); // sun.misc.Launcher$AppClassLoader@18b4aac2
out.println(uc2.getClassLoader()); // com.zt.DynamicClassLoader@22b4bba7
User.age = 11;
out.println((int) ReflectUtil.getStaticFieldValue("age", uc1)); // 11
out.println((int) ReflectUtil.getStaticFieldValue("age", uc2)); // 10
public class User {
public static int age = 10;
}
Class<?> uc1 = User.class;
Class<?> uc2 = new DynamicClassLoader().load("com.zt.User");
out.println(uc1.getName()); // com.zt.User
out.println(uc2.getName()); // com.zt.User
out.println(uc1.getClassLoader()); // sun.misc.Launcher$AppClassLoader@18b4aac2
out.println(uc2.getClassLoader()); // com.zt.DynamicClassLoader@22b4bba7
User.age = 11;
out.println((int) ReflectUtil.getStaticFieldValue("age", uc1)); // 11
out.println((int) ReflectUtil.getStaticFieldValue("age", uc2)); // 10
public class User {
public static int age = 10;
}
Class<?> uc1 = User.class;
Class<?> uc2 = new DynamicClassLoader().load("com.zt.User");
out.println(uc1.getName()); // com.zt.User
out.println(uc2.getName()); // com.zt.User
out.println(uc1.getClassLoader()); // sun.misc.Launcher$AppClassLoader@18b4aac2
out.println(uc2.getClassLoader()); // com.zt.DynamicClassLoader@22b4bba7
User.age = 11;
out.println((int) ReflectUtil.getStaticFieldValue("age", uc1)); // 11
out.println((int) ReflectUtil.getStaticFieldValue("age", uc2)); // 10
public class User {
public static int age = 10;
}
Class<?> uc1 = User.class;
Class<?> uc2 = new DynamicClassLoader().load("com.zt.User");
out.println(uc1.getName()); // com.zt.User
out.println(uc2.getName()); // com.zt.User
out.println(uc1.getClassLoader()); // sun.misc.Launcher$AppClassLoader@18b4aac2
out.println(uc2.getClassLoader()); // com.zt.DynamicClassLoader@22b4bba7
User.age = 11;
out.println((int) ReflectUtil.getStaticFieldValue("age", uc1)); // 11
out.println((int) ReflectUtil.getStaticFieldValue("age", uc2)); // 10
public class User {
public static int age = 10;
}
Class<?> uc1 = User.class;
Class<?> uc2 = new DynamicClassLoader().load("com.zt.User");
out.println(uc1.getName()); // com.zt.User
out.println(uc2.getName()); // com.zt.User
out.println(uc1.getClassLoader()); // sun.misc.Launcher$AppClassLoader@18b4aac2
out.println(uc2.getClassLoader()); // com.zt.DynamicClassLoader@22b4bba7
User.age = 11;
out.println((int) ReflectUtil.getStaticFieldValue("age", uc1)); // 11
out.println((int) ReflectUtil.getStaticFieldValue("age", uc2)); // 10
public class User {
public static int age = 10;
}
while(true) {
Class<?> uc = new DynamicClassLoader().load("com.zt.User");
ReflectUtil.invokeStatic("getHobby", uc);
}
public class User {
public Hobby getHobby() {
return Basketball();
}
}
while(true) {
Class<?> uc = new DynamicClassLoader().load("com.zt.User");
ReflectUtil.invokeStatic("getHobby", uc);
}
public class User {
public Hobby getHobby() {
return Basketball();
}
}
while(true) {
Class<?> uc = new DynamicClassLoader().load("com.zt.User");
ReflectUtil.invokeStatic("getHobby", uc);
}
public class User {
public Hobby getHobby() {
return Basketball();
}
}
Assume there is a trigger / event
public static class Context {
public HobbyService hobbyService = new HobbyService();
public void init() {
hobbyService.user = new User();
anyService.initialize()
}
}
public static class Context {
public HobbyService hobbyService = new HobbyService();
public AnyService anyService = new AnyService();
public void init() {
hobbyService.user = new User();
anyService.initialize()
}
}
public static class Context {
public HobbyService hobbyService = new HobbyService();
public AnyService anyService = new AnyService();
public void init() {
hobbyService.user = new User();
anyService.initialize()
}
}
while(true) {
Class<?> c = new DynamicClassLoader().load("com.zt.Context");
Object context = c.newInstance();
ReflectUtil.invokeMethod("init", context);
invokeService(context);
}
DynamicClassLoader
Context class
HobbyService class
User class
Context object
HobbyService object
User object
Reloadable
“region”
Live thread
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-devtools</artifactId>
<scope>runtime</scope>
</dependency>
DEMO
Java agents
import java.lang.instrument.ClassFileTransformer;
import java.lang.instrument.Instrumentation;
public class Agent {
public static void premain(String args, Instrumentation inst)
throws Exception {
inst.addTransformer(new ClassFileTransformer {
// here be dragons
});
}
}
import java.lang.instrument.ClassFileTransformer;
import java.lang.instrument.Instrumentation;
public class Agent {
public static void premain(String args, Instrumentation inst)
throws Exception {
inst.addTransformer(new ClassFileTransformer {
// here be dragons
});
}
}
META-INF/MANIFEST.MF
Premain-Class: Agent
import java.lang.instrument.ClassFileTransformer;
import java.lang.instrument.Instrumentation;
public class Agent {
public static void premain(String args, Instrumentation inst)
throws Exception {
inst.addTransformer(new ClassFileTransformer {
// here be dragons
});
}
}
$> java –javaagent:agent.jar application.Main
META-INF/MANIFEST.MF
Premain-Class: Agent
ClassFileTransformer
ClassA
ClassA
ClassA0
+field1
+field2
+field3
+method1
+method2
+method3
+method1
+method2
+method3
+field1
+field2
+field3
+proxy_methods
A thousand years of productivity: the JRebel story
E. Kabanov, V. Vene, 2012
ClassFileTransformer
ClassA
ClassA
ClassA0
+field1
+field2
+field3
+method1
+method2
+method3
+method1
+method2
+method3
+field1
+field2
+field3
+proxy_methods
A thousand years of productivity: the JRebel story
E. Kabanov, V. Vene, 2012
What did we learn today?
What did we learn today?
HotSwap - a feature of your JVM, not IDE!
What did we learn today?
HotSwap - a feature of your JVM, not IDE!
Class loaders - easy to implement, but limited
What did we learn today?
HotSwap - a feature of your JVM, not IDE!
Class loaders - easy to implement, but limited
Java agents & instrumentation - very tricky!
anton@zeroturnaround.com
@antonarhipov
slideshare.net/arhan

Weitere ähnliche Inhalte

Was ist angesagt?

Docker and Your Path to a Better Staging Environment - webinar by Gil Tayar
Docker and Your Path to a Better Staging Environment - webinar by Gil TayarDocker and Your Path to a Better Staging Environment - webinar by Gil Tayar
Docker and Your Path to a Better Staging Environment - webinar by Gil Tayar
Applitools
 

Was ist angesagt? (20)

Going native with less coupling: Dependency Injection in C++
Going native with less coupling: Dependency Injection in C++Going native with less coupling: Dependency Injection in C++
Going native with less coupling: Dependency Injection in C++
 
Testing the Enterprise layers, with Arquillian
Testing the Enterprise layers, with ArquillianTesting the Enterprise layers, with Arquillian
Testing the Enterprise layers, with Arquillian
 
Resilence patterns kr
Resilence patterns krResilence patterns kr
Resilence patterns kr
 
Docker and Your Path to a Better Staging Environment - webinar by Gil Tayar
Docker and Your Path to a Better Staging Environment - webinar by Gil TayarDocker and Your Path to a Better Staging Environment - webinar by Gil Tayar
Docker and Your Path to a Better Staging Environment - webinar by Gil Tayar
 
Testing in android
Testing in androidTesting in android
Testing in android
 
Testing Java Code Effectively
Testing Java Code EffectivelyTesting Java Code Effectively
Testing Java Code Effectively
 
Groovy And Grails JUG Padova
Groovy And Grails JUG PadovaGroovy And Grails JUG Padova
Groovy And Grails JUG Padova
 
20090315 Comet
20090315 Comet20090315 Comet
20090315 Comet
 
Invoke dynamite in Java EE with invoke dynamic
Invoke dynamite in Java EE with invoke dynamicInvoke dynamite in Java EE with invoke dynamic
Invoke dynamite in Java EE with invoke dynamic
 
How to Perform Memory Leak Test Using Valgrind
How to Perform Memory Leak Test Using ValgrindHow to Perform Memory Leak Test Using Valgrind
How to Perform Memory Leak Test Using Valgrind
 
Design & Performance - Steve Souders at Fastly Altitude 2015
Design & Performance - Steve Souders at Fastly Altitude 2015Design & Performance - Steve Souders at Fastly Altitude 2015
Design & Performance - Steve Souders at Fastly Altitude 2015
 
Sapphire Gimlets
Sapphire GimletsSapphire Gimlets
Sapphire Gimlets
 
Dalvik Source Code Reading
Dalvik Source Code ReadingDalvik Source Code Reading
Dalvik Source Code Reading
 
Tests unitaires mock_kesako_20130516
Tests unitaires mock_kesako_20130516Tests unitaires mock_kesako_20130516
Tests unitaires mock_kesako_20130516
 
10 Excellent Ways to Secure Your Spring Boot Application - Devoxx Morocco 2019
10 Excellent Ways to Secure Your Spring Boot Application - Devoxx Morocco 201910 Excellent Ways to Secure Your Spring Boot Application - Devoxx Morocco 2019
10 Excellent Ways to Secure Your Spring Boot Application - Devoxx Morocco 2019
 
Spocktacular testing
Spocktacular testingSpocktacular testing
Spocktacular testing
 
The Ring programming language version 1.2 book - Part 51 of 84
The Ring programming language version 1.2 book - Part 51 of 84The Ring programming language version 1.2 book - Part 51 of 84
The Ring programming language version 1.2 book - Part 51 of 84
 
The Challenges of Container Configuration
The Challenges of Container ConfigurationThe Challenges of Container Configuration
The Challenges of Container Configuration
 
Functional tests for dummies
Functional tests for dummiesFunctional tests for dummies
Functional tests for dummies
 
EPAM IT WEEK: AEM & TDD. It's so boring...
EPAM IT WEEK: AEM & TDD. It's so boring...EPAM IT WEEK: AEM & TDD. It's so boring...
EPAM IT WEEK: AEM & TDD. It's so boring...
 

Ähnlich wie JavaOne 2017 - The hitchhiker’s guide to Java class reloading

Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloadingRiga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Anton Arhipov
 
Automated%20testing%20with%20Espresso2.x
Automated%20testing%20with%20Espresso2.xAutomated%20testing%20with%20Espresso2.x
Automated%20testing%20with%20Espresso2.x
Tatsuya Maki
 

Ähnlich wie JavaOne 2017 - The hitchhiker’s guide to Java class reloading (20)

JavaZone 2017 - The Hitchhiker’s guide to Java class reloading
JavaZone 2017 - The Hitchhiker’s guide to Java class reloadingJavaZone 2017 - The Hitchhiker’s guide to Java class reloading
JavaZone 2017 - The Hitchhiker’s guide to Java class reloading
 
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloadingRiga DevDays 2017 - The hitchhiker’s guide to Java class reloading
Riga DevDays 2017 - The hitchhiker’s guide to Java class reloading
 
Introduction to-java
Introduction to-javaIntroduction to-java
Introduction to-java
 
JEEConf 2017 - The hitchhiker’s guide to Java class reloading
JEEConf 2017 - The hitchhiker’s guide to Java class reloadingJEEConf 2017 - The hitchhiker’s guide to Java class reloading
JEEConf 2017 - The hitchhiker’s guide to Java class reloading
 
softshake 2014 - Java EE
softshake 2014 - Java EEsoftshake 2014 - Java EE
softshake 2014 - Java EE
 
Reactive programming every day
Reactive programming every dayReactive programming every day
Reactive programming every day
 
Web services and JavaScript
Web services and JavaScriptWeb services and JavaScript
Web services and JavaScript
 
Asynchronous Programming at Netflix
Asynchronous Programming at NetflixAsynchronous Programming at Netflix
Asynchronous Programming at Netflix
 
.NET Fest 2018. Антон Молдован. One year of using F# in production at SBTech
.NET Fest 2018. Антон Молдован. One year of using F# in production at SBTech.NET Fest 2018. Антон Молдован. One year of using F# in production at SBTech
.NET Fest 2018. Антон Молдован. One year of using F# in production at SBTech
 
From polling to real time: Scala, Akka, and Websockets from scratch
From polling to real time: Scala, Akka, and Websockets from scratchFrom polling to real time: Scala, Akka, and Websockets from scratch
From polling to real time: Scala, Akka, and Websockets from scratch
 
Packages and inbuilt classes of java
Packages and inbuilt classes of javaPackages and inbuilt classes of java
Packages and inbuilt classes of java
 
Bytecode manipulation with Javassist and ASM
Bytecode manipulation with Javassist and ASMBytecode manipulation with Javassist and ASM
Bytecode manipulation with Javassist and ASM
 
Swift: Apple's New Programming Language for iOS and OS X
Swift: Apple's New Programming Language for iOS and OS XSwift: Apple's New Programming Language for iOS and OS X
Swift: Apple's New Programming Language for iOS and OS X
 
Java concurrency questions and answers
Java concurrency questions and answers Java concurrency questions and answers
Java concurrency questions and answers
 
The definitive guide to java agents
The definitive guide to java agentsThe definitive guide to java agents
The definitive guide to java agents
 
Effective Java with Groovy & Kotlin How Languages Influence Adoption of Good ...
Effective Java with Groovy & Kotlin How Languages Influence Adoption of Good ...Effective Java with Groovy & Kotlin How Languages Influence Adoption of Good ...
Effective Java with Groovy & Kotlin How Languages Influence Adoption of Good ...
 
Unit testing without Robolectric, Droidcon Berlin 2016
Unit testing without Robolectric, Droidcon Berlin 2016Unit testing without Robolectric, Droidcon Berlin 2016
Unit testing without Robolectric, Droidcon Berlin 2016
 
Decoupling with Design Patterns and Symfony2 DIC
Decoupling with Design Patterns and Symfony2 DICDecoupling with Design Patterns and Symfony2 DIC
Decoupling with Design Patterns and Symfony2 DIC
 
Love and Loss: A Symfony Security Play
Love and Loss: A Symfony Security PlayLove and Loss: A Symfony Security Play
Love and Loss: A Symfony Security Play
 
Automated%20testing%20with%20Espresso2.x
Automated%20testing%20with%20Espresso2.xAutomated%20testing%20with%20Espresso2.x
Automated%20testing%20with%20Espresso2.x
 

Mehr von Anton Arhipov

JavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdfJavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdf
Anton Arhipov
 
Devclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервьюDevclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервью
Anton Arhipov
 

Mehr von Anton Arhipov (20)

JavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdfJavaZone 2022 - Building Kotlin DSL.pdf
JavaZone 2022 - Building Kotlin DSL.pdf
 
Idiomatic kotlin
Idiomatic kotlinIdiomatic kotlin
Idiomatic kotlin
 
TechTrain 2019 - (Не)адекватное техническое интервью
TechTrain 2019 - (Не)адекватное техническое интервьюTechTrain 2019 - (Не)адекватное техническое интервью
TechTrain 2019 - (Не)адекватное техническое интервью
 
Build pipelines with TeamCity
Build pipelines with TeamCityBuild pipelines with TeamCity
Build pipelines with TeamCity
 
Build pipelines with TeamCity
Build pipelines with TeamCityBuild pipelines with TeamCity
Build pipelines with TeamCity
 
Devoxx Ukraine 2018 - Kotlin DSL in under an hour
Devoxx Ukraine 2018 - Kotlin DSL in under an hourDevoxx Ukraine 2018 - Kotlin DSL in under an hour
Devoxx Ukraine 2018 - Kotlin DSL in under an hour
 
GeeCON Prague 2018 - Kotlin DSL in under an hour
GeeCON Prague 2018 - Kotlin DSL in under an hourGeeCON Prague 2018 - Kotlin DSL in under an hour
GeeCON Prague 2018 - Kotlin DSL in under an hour
 
Build pipelines with TeamCity and Kotlin DSL
Build pipelines with TeamCity and Kotlin DSLBuild pipelines with TeamCity and Kotlin DSL
Build pipelines with TeamCity and Kotlin DSL
 
Build pipelines with TeamCity
Build pipelines with TeamCityBuild pipelines with TeamCity
Build pipelines with TeamCity
 
JavaOne 2017 - The hitchhiker’s guide to Java class reloading
JavaOne 2017 - The hitchhiker’s guide to Java class reloadingJavaOne 2017 - The hitchhiker’s guide to Java class reloading
JavaOne 2017 - The hitchhiker’s guide to Java class reloading
 
JUG.ua 20170225 - Java bytecode instrumentation
JUG.ua 20170225 - Java bytecode instrumentationJUG.ua 20170225 - Java bytecode instrumentation
JUG.ua 20170225 - Java bytecode instrumentation
 
GeeCON 2017 - TestContainers. Integration testing without the hassle
GeeCON 2017 - TestContainers. Integration testing without the hassleGeeCON 2017 - TestContainers. Integration testing without the hassle
GeeCON 2017 - TestContainers. Integration testing without the hassle
 
JEEConf 2017 - Having fun with Javassist
JEEConf 2017 - Having fun with JavassistJEEConf 2017 - Having fun with Javassist
JEEConf 2017 - Having fun with Javassist
 
Devclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервьюDevclub 01/2017 - (Не)адекватное Java-интервью
Devclub 01/2017 - (Не)адекватное Java-интервью
 
Joker 2016 - Bytecode 101
Joker 2016 - Bytecode 101Joker 2016 - Bytecode 101
Joker 2016 - Bytecode 101
 
JPoint 2016 - Etudes of DIY Java profiler
JPoint 2016 - Etudes of DIY Java profilerJPoint 2016 - Etudes of DIY Java profiler
JPoint 2016 - Etudes of DIY Java profiler
 
JPoint 2016 - Bytecode
JPoint 2016 - BytecodeJPoint 2016 - Bytecode
JPoint 2016 - Bytecode
 
Riga Dev Day 2016 - Having fun with Javassist
Riga Dev Day 2016 - Having fun with JavassistRiga Dev Day 2016 - Having fun with Javassist
Riga Dev Day 2016 - Having fun with Javassist
 
Oredev 2015 - Taming Java Agents
Oredev 2015 - Taming Java AgentsOredev 2015 - Taming Java Agents
Oredev 2015 - Taming Java Agents
 
JavaOne 2015 - Having fun with Javassist
JavaOne 2015 - Having fun with JavassistJavaOne 2015 - Having fun with Javassist
JavaOne 2015 - Having fun with Javassist
 

Kürzlich hochgeladen

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Kürzlich hochgeladen (20)

"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUKSpring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 

JavaOne 2017 - The hitchhiker’s guide to Java class reloading