Automatic Heterogeneous Runtime Using Signal Processing Domain-Specific and Parallel Patterns

Parallel and signal processing patterns for large-scale radio data applications have been captured with a new domain-specific language (DSL), OptiSDR. The intermediate representations (IR) of the code are optimized at the frontend with the Delite compiler targeted for heterogeneous computing archite...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	International journal of parallel programming Ročník 53; číslo 2; s. 8
Hlavní autoři:	Zaidi, Yaseen, Winberg, Simon
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.04.2025 Springer Nature B.V
Témata:	Computation Computer architecture Computer Science Data compression Domain specific languages Language Linear algebra Optimization Processor Architectures Remote sensing Run time (computers) Semantics Signal processing Software Software Engineering/Programming and Operating Systems Theory of Computation Compiler Domain-specific language (DSL) Heterogeneous computing architecture (HCA)
ISSN:	0885-7458, 1573-7640
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Abstract	Parallel and signal processing patterns for large-scale radio data applications have been captured with a new domain-specific language (DSL), OptiSDR. The intermediate representations (IR) of the code are optimized at the frontend with the Delite compiler targeted for heterogeneous computing architecture (HCA). The design flow begins at the abstract programming model and, at a later stage, addresses tuning of the domain applications to the target HCA comprising GPUs and MCPU, as well as scheduling and optimal memory access. For a variety of signal processing use cases, the framework has shown up to two orders of magnitude higher computational speed than MPI and C++ and comparable performance to architecture-specific CUDA. Additional gains are ease of use, scalable computing, and efficient runtime.
AbstractList	Parallel and signal processing patterns for large-scale radio data applications have been captured with a new domain-specific language (DSL), OptiSDR. The intermediate representations (IR) of the code are optimized at the frontend with the Delite compiler targeted for heterogeneous computing architecture (HCA). The design flow begins at the abstract programming model and, at a later stage, addresses tuning of the domain applications to the target HCA comprising GPUs and MCPU, as well as scheduling and optimal memory access. For a variety of signal processing use cases, the framework has shown up to two orders of magnitude higher computational speed than MPI and C++ and comparable performance to architecture-specific CUDA. Additional gains are ease of use, scalable computing, and efficient runtime.
ArticleNumber	8
Author	Zaidi, Yaseen Winberg, Simon
Author_xml	– sequence: 1 givenname: Yaseen surname: Zaidi fullname: Zaidi, Yaseen email: yaseen.zaidi@cranfield.ac.uk organization: Centre for Systems, Simulation and Analytics, Cranfield Defence and Security, Cranfield University, Defence Academy of the United Kingdom – sequence: 2 givenname: Simon surname: Winberg fullname: Winberg, Simon organization: Radar Remote Sensing Group, University of Cape Town
BookMark	eNp9kM9LwzAYhoNMcJv-A54KnqNfmjZpj2P-mCA4nDtKSNOvpWNLZtIe_O-Nq-DNU_henuclvDMysc4iIdcMbhmAvAsMpBAU0pzGswQqz8iU5ZJTKTKYkCkURU5llhcXZBbCDgBKWRRT8rEYenfQfWeSFfboXYsW3RCSt8H23QGTbehsm2y61up9svbOYDgl99HqLN0c0XRNtLWtk7X2er_HyOk-dtlwSc4bvQ949fvOyfbx4X25oi-vT8_LxQs1nGU9NQ1mKa8r1KIwpTGpEUbkdYwhpmkFZSXytOEiBimDLNN1XjLNZVNpU2QVn5Obsffo3eeAoVc7N_j446A4k4xxCRwilY6U8S4Ej406-u6g_ZdioH5mVOOMKs6oTjMqGSU-SiHCtkX_V_2P9Q0dn3jx
Cites_doi	10.1088/1742-6596/16/1/071 10.1016/S0167-8191(00)00087-9 10.1145/2400682.2400690 10.1007/978-1-4020-2829-8 10.1109/JPROC.2009.2025663 10.1109/ICCT.2013.6820453 10.1002/9780470932025 10.1109/12.769430 10.1109/JPROC.2004.840301 10.1007/978-1-4615-4337-4 10.1137/0916028 10.1109/JPROC.2004.840848 10.1007/978-3-642-39038-8_3 10.1109/12.752655 10.1103/PhysRevD.79.083530 10.1023/B:SUPE.0000011388.54204.8e 10.1109/TASSP.1977.1162973 10.1109/TAU.1970.1162132 10.1145/2584665 10.1109/JPROC.2009.2037526 10.1109/TASSP.1977.1162938 10.1109/EmergiTech.2016.7737304 10.1007/978-3-642-27446-6_8 10.1016/B978-0-12-415993-8.00003-7 10.1145/1942788.1868314 10.1109/TPDS.2017.2748580 10.1002/0471663085 10.1137/1.9781611970999 10.1007/b98156 10.1109/PCCC.2014.7017083 10.1007/978-1-4419-0941-1 10.1145/2967938.2967969 10.1109/TASSP.1987.1165220 10.1049/PBRA004E 10.1109/MEMCOD.2010.5558637 10.1007/b102311 10.1145/3359754 10.1109/MDT.2010.141 10.1109/JPROC.2004.840306
ContentType	Journal Article
Copyright	The Author(s) 2025 Copyright Springer Nature B.V. Apr 2025
Copyright_xml	– notice: The Author(s) 2025 – notice: Copyright Springer Nature B.V. Apr 2025
DBID	C6C AAYXX CITATION 7SC 8FD JQ2 L7M L~C L~D
DOI	10.1007/s10766-025-00790-7
DatabaseName	Springer Nature OA Free Journals CrossRef Computer and Information Systems Abstracts Technology Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional
DatabaseTitle	CrossRef Computer and Information Systems Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic Advanced Technologies Database with Aerospace ProQuest Computer Science Collection Computer and Information Systems Abstracts Professional
DatabaseTitleList	CrossRef Computer and Information Systems Abstracts
DeliveryMethod	fulltext_linktorsrc
Discipline	Computer Science
EISSN	1573-7640
ExternalDocumentID	10_1007_s10766_025_00790_7
GroupedDBID	-Y2 -~X .4S .86 .DC .VR 06D 0R~ 0VY 199 1N0 2.D 203 28- 29J 2J2 2JN 2JY 2KG 2LR 2P1 2VQ 2~H 30V 4.4 406 408 409 40D 40E 5GY 5QI 5VS 67Z 6NX 78A 7WY 8FE 8FG 8FL 8G5 8TC 8UJ 95- 95. 95~ 96X AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AAOBN AAPKM AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYJJ AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDBE ABDBF ABDPE ABDZT ABECU ABFSI ABFTD ABFTV ABHLI ABHQN ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTAH ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFO ACGFS ACHSB ACHXU ACIHN ACKNC ACMDZ ACMLO ACNCT ACOKC ACOMO ACPIV ACREN ACUHS ACZOJ ADHIR ADHKG ADKNI ADKPE ADMLS ADRFC ADTPH ADURQ ADYFF ADYOE ADZKW AEAQA AEBTG AEFIE AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFDZB AFEXP AFGCZ AFKRA AFLOW AFQWF AFWTZ AFYQB AFZKB AGAYW AGDGC AGGDS AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHPBZ AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMTXH AMXSW AMYLF AOCGG ARAPS ARCSS ARMRJ AXYYD AYFIA AYJHY AZFZN AZQEC B-. B0M BA0 BBWZM BDATZ BENPR BEZIV BGLVJ BGNMA BKOMP BPHCQ BSONS C6C CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DU5 DWQXO E.L EAD EAP EAS EBLON EBS EDO EIOEI EJD EMK EPL ESBYG ESX FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ7 GQ8 GROUPED_ABI_INFORM_RESEARCH GUQSH GXS H13 HCIFZ HF~ HG5 HG6 HMJXF HQYDN HRMNR HVGLF HZ~ H~9 I-F I09 IHE IJ- IKXTQ ITM IWAJR IXC IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ K60 K6V K6~ K7- KDC KOV KOW LAK LLZTM M0C M2O M4Y MA- MS~ N2Q NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM OVD P19 P62 P9O PF0 PHGZT PQBIZ PQBZA PQQKQ PROAC PT4 PT5 Q2X QOK QOS R89 R9I RHV RNI RNS ROL RPX RSV RZC RZE RZK S16 S1Z S26 S27 S28 S3B SAP SCJ SCLPG SCO SDH SDM SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TAE TEORI TN5 TSG TSK TSV TUC TUS U2A U5U UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WH7 WK8 YLTOR Z45 ZMTXR ZY4 ~8M ~EX AAYXX ABBRH ABFSG ABRTQ ACSTC AEZWR AFFHD AFHIU AFOHR AGQPQ AHWEU AIXLP ATHPR CITATION PHGZM PQGLB 7SC 8FD JQ2 L7M L~C L~D
ID	FETCH-LOGICAL-c314t-cfe423dbea68c9cc2c6c65dcfe03db2b09b652f36fe021044ad591a37fbac84b3
IEDL.DBID	RSV
ISICitedReferencesCount	0
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001432114400004&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0885-7458
IngestDate	Wed Nov 05 04:16:26 EST 2025 Sat Nov 29 08:04:46 EST 2025 Sat Apr 05 01:12:50 EDT 2025
IsDoiOpenAccess	true
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Issue	2
Keywords	Compiler Domain-specific language (DSL) Heterogeneous computing architecture (HCA)
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c314t-cfe423dbea68c9cc2c6c65dcfe03db2b09b652f36fe021044ad591a37fbac84b3
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
OpenAccessLink	https://link.springer.com/10.1007/s10766-025-00790-7
PQID	3171137030
PQPubID	48389
ParticipantIDs	proquest_journals_3171137030 crossref_primary_10_1007_s10766_025_00790_7 springer_journals_10_1007_s10766_025_00790_7
PublicationCentury	2000
PublicationDate	20250400 2025-04-00 20250401
PublicationDateYYYYMMDD	2025-04-01
PublicationDate_xml	– month: 4 year: 2025 text: 20250400
PublicationDecade	2020
PublicationPlace	New York
PublicationPlace_xml	– name: New York
PublicationTitle	International journal of parallel programming
PublicationTitleAbbrev	Int J Parallel Prog
PublicationYear	2025
Publisher	Springer US Springer Nature B.V
Publisher_xml	– name: Springer US – name: Springer Nature B.V
References	M Aronsson (790_CR13) 2014 790_CR16 R Morgan (790_CR24) 1998 790_CR11 J Starck (790_CR47) 2010; 98 C Burrus (790_CR32) 1977; 25 M Tegmark (790_CR30) 2009; 79 L Bluestein (790_CR35) 1970; 18 J Demmel (790_CR45) 2005; 93 O Kiselyov (790_CR52) 2004 790_CR19 LC Potter (790_CR46) 2010; 98 T Rompf (790_CR3) 2011; 66 790_CR48 790_CR49 H Li (790_CR18) 2017 M Mernik (790_CR2) 2005; 37 M Puschel (790_CR17) 2005; 93 C Van Loan (790_CR31) 1992 790_CR53 790_CR10 K Kennedy (790_CR23) 2001 790_CR50 790_CR39 790_CR37 790_CR38 M Frigo (790_CR51) 2005; 93 790_CR36 LJ Mohapi (790_CR7) 2015; 2015 J Xue (790_CR22) 2000 U Banerjee (790_CR21) 1993 H Falk (790_CR12) 2004 J Cong (790_CR5) 2011; 28 C-M Chen (790_CR41) 1999; 48 790_CR43 S Alhuwaimel (790_CR20) 2017; 2017 790_CR40 H Sorensen (790_CR33) 1987; 35 F Serre (790_CR4) 2019; 13 RJE Ferreira (790_CR42) 1995 PR Panda (790_CR44) 1999; 48 K Claessen (790_CR14) 2012 790_CR27 790_CR25 L Fiorin (790_CR29) 2018; 29 B Hendrickson (790_CR26) 1995; 16 S Winberg (790_CR8) 2016; 2016 D Kolba (790_CR34) 1977; 25 790_CR9 790_CR1 790_CR6 A Gamatié (790_CR15) 2010 D Brandwood (790_CR28) 2003
References_xml	– ident: 790_CR40 doi: 10.1088/1742-6596/16/1/071 – ident: 790_CR48 doi: 10.1016/S0167-8191(00)00087-9 – ident: 790_CR19 doi: 10.1145/2400682.2400690 – volume-title: Source Code Optimization Techniques for Data Flow Dominated Embedded Software year: 2004 ident: 790_CR12 doi: 10.1007/978-1-4020-2829-8 – volume-title: Stream Processing for Embedded Domain Specific Languages year: 2014 ident: 790_CR13 – volume: 98 start-page: 1021 issue: 6 year: 2010 ident: 790_CR47 publication-title: Proc. IEEE doi: 10.1109/JPROC.2009.2025663 – volume-title: Domain Specific Compiler for Coordinated Signal Processing in 5G Testbed year: 2017 ident: 790_CR18 – ident: 790_CR49 – ident: 790_CR50 doi: 10.1109/ICCT.2013.6820453 – ident: 790_CR27 doi: 10.1002/9780470932025 – volume: 48 start-page: 457 issue: 5 year: 1999 ident: 790_CR41 publication-title: IEEE Trans. Comput. doi: 10.1109/12.769430 – volume: 93 start-page: 216 issue: 2 year: 2005 ident: 790_CR51 publication-title: Proc. IEEE doi: 10.1109/JPROC.2004.840301 – volume: 66 start-page: 93 year: 2011 ident: 790_CR3 publication-title: Science – volume: 37 start-page: 4 year: 2005 ident: 790_CR2 publication-title: When and How to Develop Domain-Specific Languages – volume-title: Loop Tiling for Parallelism year: 2000 ident: 790_CR22 doi: 10.1007/978-1-4615-4337-4 – volume: 16 start-page: 452 issue: 2 year: 1995 ident: 790_CR26 publication-title: SIAM J. Sci. Comput. doi: 10.1137/0916028 – volume: 93 start-page: 293 issue: 2 year: 2005 ident: 790_CR45 publication-title: Proc. IEEE doi: 10.1109/JPROC.2004.840848 – volume: 2017 start-page: 1663 year: 2017 ident: 790_CR20 publication-title: IEEE Radar Conference (RadarConf) – ident: 790_CR38 doi: 10.1007/978-3-642-39038-8_3 – volume: 48 start-page: 142 issue: 2 year: 1999 ident: 790_CR44 publication-title: IEEE Trans. Comput. doi: 10.1109/12.752655 – volume: 79 year: 2009 ident: 790_CR30 publication-title: Phys. Rev. D doi: 10.1103/PhysRevD.79.083530 – ident: 790_CR43 doi: 10.1023/B:SUPE.0000011388.54204.8e – volume: 25 start-page: 281 issue: 4 year: 1977 ident: 790_CR34 publication-title: IEEE Trans. Acoust. Speech Signal Process. doi: 10.1109/TASSP.1977.1162973 – volume: 18 start-page: 451 issue: 4 year: 1970 ident: 790_CR35 publication-title: IEEE Trans. Audio Electroacoust. doi: 10.1109/TAU.1970.1162132 – volume: 2015 start-page: 306 year: 2015 ident: 790_CR7 publication-title: IEEE Radar Conference – ident: 790_CR9 doi: 10.1145/2584665 – volume: 98 start-page: 1006 issue: 6 year: 2010 ident: 790_CR46 publication-title: Proc. IEEE doi: 10.1109/JPROC.2009.2037526 – volume: 25 start-page: 239 issue: 3 year: 1977 ident: 790_CR32 publication-title: IEEE Trans. Acoust. Speech Signal Process. doi: 10.1109/TASSP.1977.1162938 – volume: 2016 start-page: 20 year: 2016 ident: 790_CR8 publication-title: IEEE International Conference on Emerging Technologies and Innovative Business Practices for the Transformation of Societies (EmergiTech) doi: 10.1109/EmergiTech.2016.7737304 – ident: 790_CR16 doi: 10.1007/978-3-642-27446-6_8 – volume-title: A Methodology for Generating Verified Combinatorial Circuits year: 2004 ident: 790_CR52 – volume-title: Alfonso year: 1995 ident: 790_CR42 – ident: 790_CR25 doi: 10.1016/B978-0-12-415993-8.00003-7 – volume-title: Expressive Array Constructs in an Embedded GPU Kernel Programming Language year: 2012 ident: 790_CR14 – ident: 790_CR39 doi: 10.1145/1942788.1868314 – volume-title: Building an Optimizing Compiler year: 1998 ident: 790_CR24 – volume: 29 start-page: 115 issue: 1 year: 2018 ident: 790_CR29 publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2017.2748580 – volume-title: Fourier Transforms in Radar and Signal Processing year: 2003 ident: 790_CR28 – ident: 790_CR37 doi: 10.1002/0471663085 – volume-title: Computational Frameworks for the Fast Fourier Transform year: 1992 ident: 790_CR31 doi: 10.1137/1.9781611970999 – ident: 790_CR53 doi: 10.1007/b98156 – ident: 790_CR6 doi: 10.1109/PCCC.2014.7017083 – volume-title: Designing Embedded Systems with the SIGNAL Programming Language year: 2010 ident: 790_CR15 doi: 10.1007/978-1-4419-0941-1 – ident: 790_CR1 doi: 10.1145/2967938.2967969 – volume-title: Optimizing Compilers for Modern Architectures: A Dependence-Based Approach year: 2001 ident: 790_CR23 – volume: 35 start-page: 849 issue: 6 year: 1987 ident: 790_CR33 publication-title: IEEE Trans. Acoust. Speech Signal Process. doi: 10.1109/TASSP.1987.1165220 – ident: 790_CR36 doi: 10.1049/PBRA004E – ident: 790_CR10 doi: 10.1109/MEMCOD.2010.5558637 – ident: 790_CR11 – volume-title: Loop Transformations for Restructuring Compilers year: 1993 ident: 790_CR21 doi: 10.1007/b102311 – volume: 13 start-page: 1 year: 2019 ident: 790_CR4 publication-title: ACM Trans. Reconfigurable Technol. Syst. doi: 10.1145/3359754 – volume: 28 start-page: 6 issue: 2 year: 2011 ident: 790_CR5 publication-title: IEEE Design Test of Computers doi: 10.1109/MDT.2010.141 – volume: 93 start-page: 232 issue: 2 year: 2005 ident: 790_CR17 publication-title: Proc. IEEE doi: 10.1109/JPROC.2004.840306
SSID	ssj0009788
Score	2.34672
Snippet	Parallel and signal processing patterns for large-scale radio data applications have been captured with a new domain-specific language (DSL), OptiSDR. The...
SourceID	proquest crossref springer
SourceType	Aggregation Database Index Database Publisher
StartPage	8
SubjectTerms	Computation Computer architecture Computer Science Data compression Domain specific languages Language Linear algebra Optimization Processor Architectures Remote sensing Run time (computers) Semantics Signal processing Software Software Engineering/Programming and Operating Systems Theory of Computation
Title	Automatic Heterogeneous Runtime Using Signal Processing Domain-Specific and Parallel Patterns
URI	https://link.springer.com/article/10.1007/s10766-025-00790-7 https://www.proquest.com/docview/3171137030
Volume	53
WOSCitedRecordID	wos001432114400004&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVAVX databaseName: SpringerLINK Contemporary 1997-Present customDbUrl: eissn: 1573-7640 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0009788 issn: 0885-7458 databaseCode: RSV dateStart: 19970101 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwELagMLBQnqK85IENLOXhxMlYAVWnqmoBdUHR-RHUgQQ1Kb-fs5uogGCALTk_FN3Dd5Hv7iPkKgQuPJCScYxdGZe-ZKCMZj7gIwiJo8qBTYjRKJnN0nFTFFa12e7tlaQ7qT8Vu4nYJsxGDF9Tj4lNsoXuLrGADZPp07rVrnBok2g-ERM8SppSmZ_3-OqO1jHmt2tR520G3f995x7ZbaJL2l-pwz7ZMMUB6bbIDbQx5EPy3F_WpWvWSoc2H6ZENTLlsqITixzxaqjLJKDT-YvdrikmsJQ7XDUvmEOtz3E1FJqOYWEBWXCe69VZVEfkcXD_cDtkDdACU6HPa6Zyg1GVlgbiRKVKBSpWcaSR7CE1kF4q4yjIwxgJ-IvIOego9SEUuQSVcBkek05RFuaEUN9ggKMiDUYLLg0HSLnhcQBBlKfg6R65bvmdva36aWTrzsmWcxlyLnOcy0SPnLciyRrbqjKMeHw_tCdVj9y0IlgP_77b6d-mn5GdwEnRpumck069WJoLsq3e63m1uHQ69wGDddNT
linkProvider	Springer Nature
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT8MwDLZgIMGF8RSDAT1wg0h9pE17nHhoiDFN20C7oCpJU7QDHVo7fj9O1qqA4AC31nmo8iN2FdsfwLnHKbO5EIRi7EqocAThUiXE4fjImcBRacAmWL8fTibRoCwKy6ts9-pK0pzUn4rdWKATZn2Cr5FN2CqsUfRYumP-cPRUt9plBm0SzccnjPphWSrz8x5f3VEdY367FjXe5rb5v-_chq0yurQ6S3XYgRWV7UKzQm6wSkPeg-fOopiZZq1WV-fDzFCN1GyRW0ONHPGqLJNJYI2mL3q7sphAU65x1TQjBrU-xdU8S6wBn2tAFpxnenVm-T483t6Mr7qkBFog0nNoQWSqMKpKhOJBKCMpXRnIwE-QbCPVFXYkAt9NvQAJ-ItIKU_8yOEeSwWXIRXeATSyWaYOwXIUBjjST7hKGBWKch5RRQOXu34acTtpwUXF7_ht2U8jrjsna87FyLnYcC5mLWhXIolL28pjjHgcx9MnVQsuKxHUw7_vdvS36Wew0R0_9OLeXf_-GDZdI1GdstOGRjFfqBNYl-_FNJ-fGv37AHUE1jc
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT8JAEJ4oGuNFfEYUtQdvuqGPbZceiUgwGkJEDRfT7KuGg4VA8fc7u7QBjR6Mt3Z2d9LMozubnZkP4DLglLlcCEIxdiVUeIJwqRXxOD5yJnBUWrAJ1us1h8O4v1LFb7PdyyvJRU2D6dKU5Y2JShsrhW8sMsmzIcHX2CVsHTaoSaQ35_XBy7LtLrPIk-hKIWE0bBZlMz_z-Lo1LePNb1ekdufpVP__zbuwU0SdTmthJnuwprN9qJaIDk7h4Afw2prnY9vE1emaPJkxmpcez2fOo0GUeNeOzTBwBqM3w64oMjCUNq4aZcSi2ae4mmfK6fOpAWrBebaHZzY7hOfO7dNNlxQADEQGHs2JTDVGW0poHjVlLKUvIxmFCskuUn3hxiIK_TSIkIBHR0q5CmOPBywVXDapCI6gko0zfQyOpzHwkaHiWjEqNOU8pppGPvfDNOauqsFVKftksuizkSw7KhvJJSi5xEouYTWol-pJCp-bJRgJeV5g_mA1uC7VsRz-ndvJ36ZfwFa_3Uke7nr3p7DtW4WaTJ46VPLpXJ_BpvzIR7PpuTXFT5CT3xs
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Automatic+Heterogeneous+Runtime+Using+Signal+Processing+Domain-Specific+and+Parallel+Patterns&rft.jtitle=International+journal+of+parallel+programming&rft.date=2025-04-01&rft.pub=Springer+Nature+B.V&rft.issn=0885-7458&rft.eissn=1573-7640&rft.volume=53&rft.issue=2&rft.spage=8&rft_id=info:doi/10.1007%2Fs10766-025-00790-7&rft.externalDBID=HAS_PDF_LINK
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0885-7458&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0885-7458&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0885-7458&client=summon