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Concurrency in the imperative and functional world
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Scalone
November 17, 2015
Programming
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160
Concurrency in the imperative and functional world
Presentation created for ITerior 2015 conference check
http://iterior.com.br
Scalone
November 17, 2015
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Transcript
@Scalone Concurrency in the imperative and functional world
Thiago Scalone
[email protected]
@scalone
None
None
None
… nothing new … DISCLAIMER
If you don't understand concurrency… it isn’t problem if doesn't
make part of your day. DISCLAIMER
POINT
Context 1
None
… and the light …
None
None
None
None
None
None
Context 2
None
Concurrency
Concurrency Parallelism
“Dealing a lot of things at once Rob Pike about
Concurrency
“Doing a lot of things at once Rob Pike about
Parallelism
@Scalone
@Scalone
@Scalone
@Scalone
@Scalone
@Scalone
@Scalone
@Scalone
Context 3
Imperative
Imperative
Imperative defines computation as statements that change a program state
Imperative
Imperative
Functional
Functional treats computation as the evaluation of mathematical functions and
avoids state and mutable data
Functional treats computation as the evaluation of mathematical functions and
avoids state and mutable data
Functional treats computation as the evaluation of mathematical functions and
avoids state and mutable data
Functional
Functional
Functional
Functional
Functional
Functional
None
Concurrency
Threads
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Java = Imperative
Thread and Locks I don't know the answer
Thread and Locks Mutable State
Thread and Locks Race condition
Race Condition the output is dependent on the sequence or
timing of other uncontrollable events
Thread and Locks The meaning of life is: 0
None
Thread and Locks The meaning of life is: 0
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks
Thread and Locks Optimization
Optimization the compiler is allowed to statically optimize your code
by reordering things
Optimization the compiler is allowed to statically optimize your code
by reordering things
Optimization the JVM is allowed to dynamically optimize your code
by reordering things
Optimization the JVM is allowed to dynamically optimize your code
by reordering things
Optimization the hardware you’re running on is allowed to optimize
performance by reordering things
Optimization the hardware you’re running on is allowed to optimize
performance by reordering things
Imperative
Imperative Thread Pool Mutual Exclusion Mutiple Locks - Deadlock Excessive
Contention
Functional
Functional treats computation as the evaluation of mathematical functions and
avoids state and mutable data
Functional treats computation as the evaluation of mathematical functions and
avoids state and mutable data
Functional treats computation as the evaluation of mathematical functions and
avoids state and mutable data
Functional - Bound/Unbound Variable
Functional - Bound/Unbound Variable
Functional - Bound/Unbound Variable
Functional - Bound/Unbound Variable
Functional - Bound/Unbound Variable
Determinism
Determinism - Same In => Same out f(x)
Determinism - Same In => Same out no disk I/O
f(x)
Determinism - Same In => Same out no disk I/O
no random() f(x)
Determinism - Same In => Same out no disk I/O
no side effects no random() always the same result f(x)
Determinism - Same In => Same out no disk I/O
no side effects no random() f(x)
Determinism
Determinism
Determinism 42
Determinism
Determinism + Concurrency
Determinism + Concurrency
Determinism + Concurrency
Determinism + Concurrency
Determinism + Concurrency
Concurrency Models
Actor
Actor
Actor An object which encapsulates state and communicates with other
actors by exchaging messages
Actor accumulator
Actor accumulator
Goroutines and Channels
Goroutines and Channels
Microthreads with a internal scheduler Goroutines and Channels
Goroutines and Channels
Goroutines and Channels
Goroutines and Channels
Goroutines and Channels
Goroutines and Channels
Goroutines and Channels
Goroutines and Channels
Goroutines and Channels
References
References
References
THANK YOU! @Scalone