List of concurrent and parallel programming languages
This article lists concurrent and parallel programming languages, categorizing them by a defining paradigm. Concurrent and parallel programming languages involve multiple timelines. Such languages provide synchronization constructs whose behavior is defined by a parallel execution model. A concurrent programming language is defined as one which uses the concept of simultaneously executing processes or threads of execution as a means of structuring a program. A parallel language is able to express programs that are executable on more than one processor. Both types are listed, as concurrency is a useful tool in expressing parallelism, but it is not necessary. In both cases, the features must be part of the language syntax and not an extension such as a library (libraries such as the posix-thread library implement a parallel execution model but lack the syntax and grammar required to be a programming language).
The following categories aim to capture the main, defining feature of the languages contained, but they are not necessarily orthogonal.
Coordination languages[]
- CnC (Concurrent Collections)
- Glenda
- Linda coordination language
- Millipede
Dataflow programming[]
- CAL
- E (also object-oriented)
- Joule (also distributed)
- LabView (also synchronous)
- Lustre (also synchronous)
- Preesm (also synchronous)
- Signal (also synchronous)
- SISAL
- BMDFM
Distributed computing[]
- Emerald
- Hermes
- Julia
- Limbo
- MPD
- Oz - Multi-paradigm language with particular support for constraint and distributed programming.
- SR
Event-driven and hardware description[]
- Esterel (also synchronous)
- SystemC
- SystemVerilog
- Verilog
- Verilog-AMS - math modeling of continuous time systems
- VHDL
Functional programming[]
Logic programming[]
Monitor-based[]
Multi-threaded[]
- C=
- Cilk
- Cilk Plus
- C#
- Clojure
- Concurrent Pascal
- Emerald
- Fork – programming language for the PRAM model.
- Go
- Java
- ParaSail
- Rust[2]
- SequenceL
Object-oriented programming[]
- Ada
- C*
- C#
- JS
- C++ AMP
- Charm++
- D programming language
- Eiffel SCOOP (Simple Concurrent Object-Oriented Programming)
- Emerald
- Java
- Join Java - A Java-based language with features from the join-calculus.
- ParaSail
- Python[3]
Partitioned global address space (PGAS)[]
Message passing[]
- Ateji PX - An extension of Java with parallel primitives inspired from pi-calculus.
- Rust[4]
- Smalltalk[5]: p.17 Part IV, see table following fig. 11–29
Actor model[]
- Axum - a domain-specific language being developed by Microsoft.
- Dart - using Isolates
- Elixir (runs on BEAM, the Erlang virtual machine)
- Erlang
- Janus
- Red
- SALSA
- Scala/Akka (toolkit)
- Smalltalk
- LabVIEW - Labview Actor Framework
CSP-based[]
- Alef
- Crystal[6]
- Ease
- FortranM
- Go
- JCSP
- JoCaml
- Joyce
- Limbo (also distributed)
- Newsqueak
- Occam
- Occam-π – a derivative of Occam that integrates features from the pi-calculus
- PyCSP
- SuperPascal
- XC – a C-based language, integrating features from Occam, developed by XMOS
APIs/frameworks[]
These application programming interfaces support parallelism in host languages.
- Apache Hadoop
- Apache Spark
- Apache Flink
- Apache Beam
- CUDA
- OpenCL
- OpenHMPP
- OpenMP for C, C++, and Fortran (shared memory and attached GPUs)
- Message Passing Interface for C, C++, and Fortran (distributed computing)
See also[]
- Concurrent computing
- List of concurrent programming languages
- Parallel programming model
References[]
- ^ Thom Frühwirth (9 July 2009). Constraint Handling Rules. Cambridge University Press. ISBN 978-0-521-87776-3.
- ^ "Threads - The Rust Programming Language". doc.rust-lang.org. Retrieved 2017-09-15.
- ^ Documentation » The Python Standard Library » Concurrent Execution
- ^ "Message Passing - The Rust Programming Language". doc.rust-lang.org. Retrieved 2017-09-15.
- ^ Alan Kay The Early History Of Smalltalk
- ^ "Crystal Programming Language – Concurrency". Retrieved 10 August 2018.
- Concurrent programming languages
- Lists of programming languages