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Compiling high-level scripting languages to performant code
Abstract: The popularity of data- and scientific-oriented applications, the abundance of on-demand compute resources, and the scarcity of domain expert programmers have given rise to high- level scripting languages. These high-level scripting languages offer a fast way to translate ideas into code, but tend to incur a heavy performance overhead. To alleviate the performance penalty, each implementation of these languages often offer a compilation path to a subset of the language. In this thesis, we present the design and implementation of the Wolfram Language compiler, the production compiler for the Wolfram Language. We show how popular language features and runtime behavior, expected by Wolfram Language developers, are efficiently implemented within the compiler. We then show how the compiler provides a friction-less path to migrate programs from the interpreter to the compiler. We evaluate the compiler and show that the compiled code matches the performance of a highly tuned hand-written C code. Unlike existing techniques that compile a subset of the language, the compiler sup- ports the entirety of the Wolfram Language. We show why the compiler is a new model of development for programmers and showcase some applications of the compiler. The compiler has been released as a prominent feature of the Wolfram Engine, is readily available to developers, and is used by internal and external users to drive Wolfram Language features and implementations. ; Limited ; Author requested closed access (OA after 2yrs) in Vireo ETD system
Keyword: cas; compiler; high-level; high-performance; mathematica; scripting; symbolic; typesystem; wolfram
URL: http://hdl.handle.net/2142/108715
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2
Front Matter
In: North East Linguistics Society (2020)
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Front Matter
In: North East Linguistics Society (2020)
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Q-Superiority vs. Path Containment in Wh / Operator Interactions
In: North East Linguistics Society (2020)
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5
Empty Operators and Parasitic Gaps
In: North East Linguistics Society (2020)
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6
Changes in Complementation in British and American English : Corpus-Based Studies on Non-Finite Complements in Recent English
Rudanko, J. [Verfasser]; Jones, Charles [Herausgeber]. - London : Palgrave Macmillan UK, 2014
DNB Subject Category Language
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7
Historical linguistics : problems and perspectives
Jones, Charles (Hrsg.). - London [u.a.] : Routledge, 2014
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UB Frankfurt Linguistik
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8
Conditions on the Formation of Middles in Russian
In: Journal of Slavic linguistics. - Bloomington, Ind. : Univ. 18 (2010) 2, 291-336
OLC Linguistik
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9
How to read easily
In: LSA Annual Meeting Extended Abstracts; Vol 1: LSA Annual Meeting Extended Abstracts 2010; 19:1-5 ; 2377-3367 (2010)
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10
The Subjunctive in the Age of Prescriptivism : English and German Developments During the Eighteenth Century
Auer, A. [Verfasser]; Jones, Charles [Herausgeber]. - London : Palgrave Macmillan UK, 2008
DNB Subject Category Language
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11
English pronunciation in the eighteenth and nineteenth centuries
Jones, Charles. - New York : Palgrave, 2006
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12
"Gender Shifts in the History of English. By Anne Curzan. Cambridge: Cambridge University Press, 2003. Pp. XII, 223" [Rezension]
In: Journal of Germanic linguistics. - Cambridge : Cambridge Univ. Press 16 (2004) 3, 269-276
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13
Ontology-Driven Translator Generator for Data Display Configurations
In: DTIC (2004)
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14
Linda C. Mitchell, Grammar wars: language as cultural battlefield in 17th and 18th century England. Ashgate Publishers, 2001. Pp. 218. Hardback (GBP)45, ISBN 0 754 6 0272 9
In: English language and linguistics. - Cambridge : Cambridge Univ. Press 7 (2003) 2, 338-343
OLC Linguistik
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15
The English language in Scotland : an introduction to Scots
Jones, Charles. - East Linton : Tuckwell Press, 2002
BLLDB
UB Frankfurt Linguistik
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16
Russian V+"šč-" adjectives and adverbs
In: Journal of Slavic linguistics. - Bloomington, Ind. : Univ. 10 (2002) 1-2, 213-250
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17
April McMahon, Lexical phonology and the history of English. Cambridge: Cambridge University Press, 2000. Pp. xi + 309. Hardback (GBP)42.50. ISBN 0 521 47280 6.
In: English language and linguistics. - Cambridge : Cambridge Univ. Press 6 (2002) 2, 379
OLC Linguistik
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18
John Wild of Littleleek, an early eighteenth-century spelling reformer, and the evolution of a new alphabet
In: English language and linguistics. - Cambridge : Cambridge Univ. Press 5 (2001) 1, 17-40
OLC Linguistik
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19
John Wild of Littleleek, an early eighteenth-century spelling reformer, and the evolution of a new alphabet
In: English language and linguistics. - Cambridge : Cambridge Univ. Press 5 (2001) 1, 17-40
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20
Access to Educational Opportunities for Latino Students in Four Massachusetts School Districts
In: Gastón Institute Publications (2001)
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