Generative communication in Linda
ACM Transactions on Programming Languages and Systems (TOPLAS)
Typestate: A programming language concept for enhancing software reliability
IEEE Transactions on Software Engineering
Implementation of a portable nested data-parallel language
Journal of Parallel and Distributed Computing - Special issue on data parallel algorithms and programming
The design, implementation and evaluation of Jade: a portable, implicitly parallel programming language
The implementation of the Cilk-5 multithreaded language
PLDI '98 Proceedings of the ACM SIGPLAN 1998 conference on Programming language design and implementation
A parallel java grande benchmark suite
Proceedings of the 2001 ACM/IEEE conference on Supercomputing
A stream compiler for communication-exposed architectures
Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
The Case for High-Level Parallel Programming in ZPL
IEEE Computational Science & Engineering
An Overview of a Compiler for Scalable Parallel Machines
Proceedings of the 6th International Workshop on Languages and Compilers for Parallel Computing
JELIA '96 Proceedings of the European Workshop on Logics in Artificial Intelligence
Code Parallelization for the LGDG Large-Grain Dataflow Computation
CONPAR 90/VAPP IV Proceedings of the Joint International Conference on Vector and Parallel Processing
ACTORS AND CONTINUOUS FUNCTIONALS
ACTORS AND CONTINUOUS FUNCTIONALS
A foundation for actor computation
Journal of Functional Programming
Advances in dataflow programming languages
ACM Computing Surveys (CSUR)
X10: an object-oriented approach to non-uniform cluster computing
OOPSLA '05 Proceedings of the 20th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
CellSs: a programming model for the cell BE architecture
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Charisma: orchestrating migratable parallel objects
Proceedings of the 16th international symposium on High performance distributed computing
Parallel Programmability and the Chapel Language
International Journal of High Performance Computing Applications
Orchestrating the execution of stream programs on multicore platforms
Proceedings of the 2008 ACM SIGPLAN conference on Programming language design and implementation
SD-VBS: The San Diego Vision Benchmark Suite
IISWC '09 Proceedings of the 2009 IEEE International Symposium on Workload Characterization (IISWC)
Views: object-inspired concurrency control
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Bristlecone: Language Support for Robust Software Applications
IEEE Transactions on Software Engineering
COORDINATION'06 Proceedings of the 8th international conference on Coordination Models and Languages
OoOJava: software out-of-order execution
Proceedings of the 16th ACM symposium on Principles and practice of parallel programming
SpiceC: scalable parallelism via implicit copying and explicit commit
Proceedings of the 16th ACM symposium on Principles and practice of parallel programming
Using disjoint reachability for parallelization
CC'11/ETAPS'11 Proceedings of the 20th international conference on Compiler construction: part of the joint European conferences on theory and practice of software
InContext: simple parallelism for distributed applications
Proceedings of the 20th international symposium on High performance distributed computing
Function flow: making synchronization easier in task parallelism
Proceedings of the 2012 International Workshop on Programming Models and Applications for Multicores and Manycores
DOJ: dynamically parallelizing object-oriented programs
Proceedings of the 17th ACM SIGPLAN symposium on Principles and Practice of Parallel Programming
Can traditional programming bridge the Ninja performance gap for parallel computing applications?
Proceedings of the 39th Annual International Symposium on Computer Architecture
Green streams for data-intensive software
Proceedings of the 2013 International Conference on Software Engineering
EventWave: programming model and runtime support for tightly-coupled elastic cloud applications
Proceedings of the 4th annual Symposium on Cloud Computing
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Traditional data-oriented programming languages such as dataflow languages and stream languages provide a natural abstraction for parallel programming. In these languages, a developer focuses on the flow of data through the computation and these systems free the developer from the complexities of low-level, thread-oriented concurrency primitives. This simplification comes at a cost --- traditional data-oriented approaches restrict the mutation of state and, in practice, the types of data structures a program can effectively use. Bamboo borrows from work in typestate and software transactions to relax the traditional restrictions of data-oriented programming models to support mutation of arbitrary data structures. We have implemented a compiler for Bamboo which generates code for the TILEPro64 many-core processor. We have evaluated this implementation on six benchmarks: Tracking, a feature tracking algorithm from computer vision; KMeans, a K-means clustering algorithm; MonteCarlo, a Monte Carlo simulation; FilterBank, a multi-channel filter bank; Fractal, a Mandelbrot set computation; and Series, a Fourier series computation. We found that our compiler generated implementations that obtained speedups ranging from 26.2x to 61.6x when executed on 62 cores.