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Functional Bulk Synchronous Parallel Programming in C++
 In 14th IASTED International Conference on Parallel and Distributed Computing Systems
, 2002
"... This paper presents the BSFC++ library for functional bulk synchronous parallel programming in C++. It is based on an extension of the #calculus by parallel operations on a parallel data structure named parallel vector, which is given by intention. This guarantees the determinism and the absence ..."
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Cited by 19 (14 self)
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This paper presents the BSFC++ library for functional bulk synchronous parallel programming in C++. It is based on an extension of the #calculus by parallel operations on a parallel data structure named parallel vector, which is given by intention. This guarantees the determinism and the absence of deadlock. Broadcast algorithms are implemented using the core library.
A library of constructive skeletons for sequential style of parallel programming
 In InfoScale ’06: Proceedings of the 1st international conference on Scalable information systems, volume 152 of ACM International Conference Proceeding Series
, 2006
"... With the increasing popularity of parallel programming environments such as PC clusters, more and more sequential programmers, with little knowledge about parallel architectures and parallel programming, are hoping to write parallel programs. Numerous attempts have been made to develop highlevel pa ..."
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Cited by 17 (8 self)
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With the increasing popularity of parallel programming environments such as PC clusters, more and more sequential programmers, with little knowledge about parallel architectures and parallel programming, are hoping to write parallel programs. Numerous attempts have been made to develop highlevel parallel programming libraries that use abstraction to hide lowlevel concerns and reduce difficulties in parallel programming. Among them, libraries of parallel skeletons have emerged as a promising way towards this direction. Unfortunately, these libraries are not well accepted by sequential programmers, because of incomplete elimination of lowerlevel details, adhoc selection of library functions, unsatisfactory performance, or lack of convincing application examples. This paper addresses principle of designing skeleton libraries of parallel programming and reports implementation details and practical applications of a skeleton library SkeTo. The SkeTo library is unique in its feature that it has a solid theoretical foundation based on the theory of Constructive Algorithmics, and is practical to be used to describe various parallel computations in a sequential manner. 1.
Parallel Superposition for Bulk Synchronous Parallel ML
, 2003
"... The BSMLlib is a library for Bulk Synchronous Parallel programming with the functional language Objective Caml. It is based on an extension of the lcalculus by parallel operations on a parallel data structure named parallel vector, which is given by intention. ..."
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Cited by 10 (7 self)
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The BSMLlib is a library for Bulk Synchronous Parallel programming with the functional language Objective Caml. It is based on an extension of the lcalculus by parallel operations on a parallel data structure named parallel vector, which is given by intention.
Parallel Juxtaposition for Bulk Synchronous Parallel ML
 EuroPar 2003, number 2790 in LNCS
, 2002
"... The BSMLlib is a library for Bulk Synchronous Parallel (BSP) programming with the functional language Objective Caml. It is based on an extension of the #calculus by parallel operations on a parallel data structure named parallel vector, which is given by intention. ..."
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Cited by 9 (6 self)
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The BSMLlib is a library for Bulk Synchronous Parallel (BSP) programming with the functional language Objective Caml. It is based on an extension of the #calculus by parallel operations on a parallel data structure named parallel vector, which is given by intention.
Scalable farms
 IN PARALLEL COMPUTING: CURRENT & FUTURE ISSUES OF HIGHEND COMPUTING, PROC. OF PARCO 2005
, 2005
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Scalable Farms
"... Algorithmic skeletons intend to simplify parallel programming by providing a higher level of abstraction compared to the usual message passing. Task and data parallel skeletons can be distinguished. In the present paper, we will consider several approaches to implement one of the most classical task ..."
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Algorithmic skeletons intend to simplify parallel programming by providing a higher level of abstraction compared to the usual message passing. Task and data parallel skeletons can be distinguished. In the present paper, we will consider several approaches to implement one of the most classical task parallel skeleton, namely the farm, and compare them w.r.t. scalability, overhead, potential bottlenecks, and load balancing. Based on experimental results, the advantages and disadvantages of the different approaches are shown. 1.
John von Neumann Institute for Computing published in ”Secondgeneration ” Skeleton Systems
"... Permission to make digital or hard copies of portions of this work for personal or classroom use is granted provided that the copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise requires pri ..."
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Permission to make digital or hard copies of portions of this work for personal or classroom use is granted provided that the copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. To copy otherwise requires prior specific permission by the publisher mentioned above.
Verifying Functional Bulk Synchronous Parallel Programs Using the Coq System
, 2003
"... The Bulk Synchronous Parallel ML (BSML) is a functional language for Bulk Synchronous Parallel (BSP) programming. It is based on an extension of the #calculus by parallel operations on a parallel data structure named parallel vector, which is given by intention. We present the formal proofs of c ..."
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The Bulk Synchronous Parallel ML (BSML) is a functional language for Bulk Synchronous Parallel (BSP) programming. It is based on an extension of the #calculus by parallel operations on a parallel data structure named parallel vector, which is given by intention. We present the formal proofs of correctness of BSML programs in the Coq proof assistant. Such development demonstrates the usefulness of higherorder logic in the process of software certification and parallel applications. They also show that proof of rather complex parallel algorithms may be made with inductive types by using the certified programs.
Parallel Computation Skeletons with Premature Termination Property
"... A parallel computation with early termination property is a special form of a parallel for loop. This paper devises a generic highlevel approach for such computation which is expressed as a scheme for algorithmic skeletons. We call this scheme map+reduce, in similarity with the mapreduce paradigm. ..."
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A parallel computation with early termination property is a special form of a parallel for loop. This paper devises a generic highlevel approach for such computation which is expressed as a scheme for algorithmic skeletons. We call this scheme map+reduce, in similarity with the mapreduce paradigm. The implementation is concise and relies heavily on laziness. Two case studies from computational number theory support our presentation.