Concurrent Collections: Difference between revisions

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{{Short description|Programming model for software frameworks}}

'''Concurrent Collections''' (known as '''CnC''') is a [[programming model]] for [[software framework]]s to expose [[parallelism (computing)|parallelism]] in applications. The Concurrent Collections conception originated from [[tag (metadata)|tagtagged]]ged [[stream processing]] development with HP TStreams.

==TStreams==

Around 2003, [[Hewlett-Packard]] Cambridge Research Lab developed ''TStreams'', a stream processing forerunner of the basic concepts of CnC.<ref>{{cite techreporttech report |title=TStreams: How to Write a Parallel Program |url=http://www.hpl.hp.com/techreports/2004/HPL-2004-193.html |access-date=2014-09-07 |archive-date=2019-02-07 |archive-url=https://web.archive.org/web/20190207174253/http://www.hpl.hp.com/techreports/2004/HPL-2004-193.html |url-status=dead }}</ref><ref>{{cite techreporttech report |title=TStreams: A Model of Parallel Computation |url=http://www.hpl.hp.com/techreports/2004/HPL-2004-78R1.html |access-date=2014-09-07 |archive-date=2014-09-07 |archive-url=https://web.archive.org/web/20140907095912/http://www.hpl.hp.com/techreports/2004/HPL-2004-78R1.html |url-status=dead }}</ref><ref>{{cite techreporttech report |title=Compiling to TStreams, a New Model of Parallel Computation |url=http://www.hpl.hp.com/techreports/2005/HPL-2005-138.html}}</ref>

==Concurrent Collections for C++==

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==Notes==

{{reflistReflist}}

==References==

*{{Cite conference | doi = 10.1145/1481839.1481846| title = Declarative aspects of memory management in the concurrent collections parallel programming model| work = Proceedings of the 4th workshop on Declarative aspects of multicore programming| conference = DAMP '09| pages = 47–58| year = 2008| last1 = Budimlic | first1 = Z. | last2 = Chandramowlishwaran | first2 = A. M. | last3 = Knobe | first3 = K. | last4 = Lowney | first4 = G. N. | last5 = Sarkar | first5 = V. | last6=Treggiari |first6=L. Treggiari|year=2008 |title=Declarative first6aspects of memory management in the concurrent collections parallel programming model |work=Proceedings L.of the 4th workshop on Declarative aspects of multicore programming |conference=DAMP isbn'09 |pages=47–58 |isbn=978-1-60558-417-1 | url = http://courses.cs.vt.edu/cs5204/fall11-kafura/Papers/CnC/Declarative-Aspects-Memory-Management.pdf |doi=10.1145/1481839.1481846}}

*{{Cite journal | last1 = Budimlić | first1 = Z. | last2 = Burke | first2 = M. | last3 = Cavé1 | first3 = V. | last4 = Knobe | first4 = K. | last5 = Lowney | first5 = G. | last6 = Newton | first6 = R. | last7 = Palsberg | first7 = J. | last8 = Peixotto1 | first8 = D. | last9 = Sarkar | first9 = V. | last10 = Schlimbach | first10 = F. | last11 = Taşırlar | first11 = S. | doi year=2010 10.1155/2010/521797| title = Concurrent Collections | journal = Scientific Programming | volume = 18 | issue = 3–4 | pages = 203–217 | year = 2010 | url = http://www.cs.rice.edu/~vs3/PDF/CNC_JSC10.pdf |doi= accessdate =10.1155/2010/521797 2013-08-25| doi-access = free |access-date=2013-08-25}}

*{{Cite conference |last1=Chandramowlishwaran doi|first1=A. |last2=Knobe 10|first2=K.1145/1693453 |last3=Vuduc |first3=R.1693506 |year=2010 |title = Applying the concurrent collections programming model to asynchronous parallel dense linear algebra| |work = Proceedings of the 15th ACM SIGPLAN symposiumSymposium on Principles and practicePractice of parallelParallel programming|Programming conference(PPoPP) |conference= [[Symposium on Principles and Practice of Parallel Programming|PPoPP]] '10 | pages = 345–346| year = 2010| last1 = Chandramowlishwaran | first1 = A. | last2 = Knobe | first2 = K. | last3 = Vuduc | first3 = R. | isbn = 978-1-60558-708-0 | url = http://hpcgarage.org/wp/chandramowlishwaran2010-cnc-poster.pdf |doi=10.1145/1693453.1693506}}

*{{Cite conference |last1=Chandramowlishwaran doi|first1=A. |last2=Knobe 10|first2=K.1109/IPDPS.2010.5470404 |last3=Vuduc chapter|first3=R. |year=2010 |chapter=Performance evaluation of concurrent collections on high-performance multicore computing systems | title = 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) | conference = [[International Parallel and Distributed Processing Symposium|IPDPS]] 2010 | pages = 1–12| year = 2010| last1 = Chandramowlishwaran | first1 = A. | last2 = Knobe | first2 = K. | last3 = Vuduc | first3 = R. | isbn = 978-1-4244-6442-5 | url = http://vuduc.org/pubs/chandramowlishwaran2010-ipdps-cnc.pdf |doi=10.1109/IPDPS.2010.5470404 |citeseerx = 10.1.1.169.5643}}

*{{Cite book| |last1 = Burke | first1 = M. G. | last2 = Knobe | first2 = K. | last3 = Newton | first3 = R. | last4 = Sarkar | first4 = V. | doi year=2011 10.1007/978-0-387-09766-4_238| chapter = Concurrent Collections Programming Model | title = Encyclopedia of Parallel Computing | publisher = [[Springer Science+Business Media|Springer]] | volume =4 4| pages = 364–371| year = 2011| isbn = 978-0-387-09765-7 | url = https://wiki.rice.edu/confluence/download/attachments/4425835/cnc_encyc.pdf | accessdate doi=10.1007/978-0-387-09766-4_238 |access-date=2013-08-25}}

*{{Cite journal |last1=Tang doi|first1=P. |date=25 December 2012 10.1002/cpe.2811| title = Measuring the overhead of Intel C++ Concurrent Collections over Threading Building Blocks for Gauss–Jordan elimination | journal = Concurrency and Computation: Practice and Experience | volume =24 24| issue =18 18| pages = 2282–2301| date = 25 December 2012| last1 s2cid= Tang13585339 | first1 doi= P10.1002/cpe.2811 | s2cid = 13585339| url = http://www.ualr.edu/pxtang/papers/ccpe12-journal.pdf}}

==External links==

*[https://software.intel.com/en-us/articles/intel-concurrent-collections-for-cc/ Intel Concurrent Collections for C++ for Windows and Linux] at [[Intel Developer Zone|Intel DZ]] (DZ), a [https://software.intel.com/en-us/whatif "What If"] project

**{{SourceForge|icnc|Intel Concurrent Collections for C++}}

**[https://icnc.github.io/index.html Intel Concurrent Collections for C++] at GitHub

***{{Github|icnc/icnc|Intel Concurrent Collections for C++}}

*[http://habanero.rice.edu/cnc CNC - Habanero] Concurrent Collections as part of the Rice University Habanero project