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MACIEJ PRZEPIÓRA / SENIOR DEVELOPER
The Need for Speed
What is GraalVM?
Maciej Przepióra
Molecular biologist/developer/
homebrewer
ABOUT ME
What’s 

current JVM status?
Why GraalVM is needed?
PRESENTATION PLAN
What is GraalVM?
And what 

deep magic it uses?
Is it worth my 9me?
And how to get started?
Why GraalVM is needed?
What’s the current status of JVM?
Java is slow
CONTROVERSY 1 CONTROVERSY 2
Java is fast
IS JAVA FAST OR SLOW?
Of course, it depends
Stack-based VM interpreEng
byte codes
JIT
HotSpot has been around for
last 20 years
JIT
On the other hand, HotSpot
has been around for last 20
years
HotSpot is opEmised for DC
deployments
CONTROVERSY 3
Java is not cloud-friendly
But Spring Boot Cloud?

But NeOlix OSS?
CONTROVERSY 4
Java is not the best language
in the whole world
Again, it depends.
Polyglot programming
Polyglot programming on
JVM
Polyglot programming out of
JVM
Sloooow
INTERPROCESS IN-PROCESS
Hard
What if I want to implement a
new language?
3. Bytecode & bc interpreter
Like Java 1.0!
1. Parser + AST interpreter
That’s how Ruby used to work
2. Run9me (GC, threads etc.)
4. JIT compiler
Good luck with that!
Foreign Func9ons Interface
C is universal interface
FFI
It’s a bit easier on JVM
3. Bytecode & bc interpreter
Like Java 1.0!
1. Parser + AST interpreter
That’s how Ruby used to work
2. Run9me (GC, threads etc.)
4. JIT compiler
Good luck with that!
…but HotSpot is a black-box.
SUMMARY
HotSpot is deep magic and
has its own issues, but sEll
seems beUer than other
opEons
What is GraalVM?
JIT compiler
Language implementaEon
framework
(Truffle)
SubstrateVM & naEve-image
GraalVM deep magic
GRAALVM JIT COMPILER
ParEal Escape Analysis
•Enhanced escape analysis
•Allows for:
•Scalar replacement
•Lock elision
TRUFFLE
ParEal evaluaEon 

& Futamura projecEons
PARTIAL EVALUATION
Program:
IstaEc × Idynamic = O
1ST FUTAMURA PROJECTION
Interpreted program:
IstaEc × Idynamic = O
NATIVE IMAGE
Closed-world principle
And how to get started?
Is it worth your Eme?
SEll in research
CE is less powerful than EE
No official support from
Spring
How to get started?
Micronaut
QuesEons?
Join our super team!
spartez.com/careers

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The need for speed. What is GraalVM?