PAMPAR: A new parallel benchmark for performance and energy consumption evaluation
Summary This paper presents PAMPAR, a new benchmark to evaluate the performance and energy consumption of different Parallel Programming Interfaces (PPIs). The benchmark is composed of 11 algorithms implemented in PThreads, OpenMP, MPI‐1, and MPI‐2 (spawn) PPIs. Previous studies have used some of th...
Saved in:
| Published in | Concurrency and computation Vol. 32; no. 20 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Hoboken
Wiley Subscription Services, Inc
25.10.2020
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 1532-0626 1532-0634 |
| DOI | 10.1002/cpe.5504 |
Cover
| Abstract | Summary
This paper presents PAMPAR, a new benchmark to evaluate the performance and energy consumption of different Parallel Programming Interfaces (PPIs). The benchmark is composed of 11 algorithms implemented in PThreads, OpenMP, MPI‐1, and MPI‐2 (spawn) PPIs. Previous studies have used some of these pseudo‐applications to perform this type of evaluation in different architectures since there is no benchmark that offers this variety of PPIs and communication models. In this work, we measure the energy and performance of each pseudo‐application in a single architecture, varying the number of threads/processes. We also organize the pseudo‐applications according to their memory accesses, floating‐point operations, and branches. The goal is to show that this set of pseudo‐applications has enough features to build a parallel benchmark. The results show that there is no single best case that provides both better performance and low energy consumption in the presented scenarios. Moreover, the pseudo‐applications usage of the system resources are different enough to represent different scenarios and be efficient as a benchmark. |
|---|---|
| AbstractList | Summary
This paper presents PAMPAR, a new benchmark to evaluate the performance and energy consumption of different Parallel Programming Interfaces (PPIs). The benchmark is composed of 11 algorithms implemented in PThreads, OpenMP, MPI‐1, and MPI‐2 (spawn) PPIs. Previous studies have used some of these pseudo‐applications to perform this type of evaluation in different architectures since there is no benchmark that offers this variety of PPIs and communication models. In this work, we measure the energy and performance of each pseudo‐application in a single architecture, varying the number of threads/processes. We also organize the pseudo‐applications according to their memory accesses, floating‐point operations, and branches. The goal is to show that this set of pseudo‐applications has enough features to build a parallel benchmark. The results show that there is no single best case that provides both better performance and low energy consumption in the presented scenarios. Moreover, the pseudo‐applications usage of the system resources are different enough to represent different scenarios and be efficient as a benchmark. This paper presents PAMPAR, a new benchmark to evaluate the performance and energy consumption of different Parallel Programming Interfaces (PPIs). The benchmark is composed of 11 algorithms implemented in PThreads, OpenMP, MPI‐1, and MPI‐2 (spawn) PPIs. Previous studies have used some of these pseudo‐applications to perform this type of evaluation in different architectures since there is no benchmark that offers this variety of PPIs and communication models. In this work, we measure the energy and performance of each pseudo‐application in a single architecture, varying the number of threads/processes. We also organize the pseudo‐applications according to their memory accesses, floating‐point operations, and branches. The goal is to show that this set of pseudo‐applications has enough features to build a parallel benchmark. The results show that there is no single best case that provides both better performance and low energy consumption in the presented scenarios. Moreover, the pseudo‐applications usage of the system resources are different enough to represent different scenarios and be efficient as a benchmark. |
| Author | Schepke, Claudio Girardi, Alessandro Marques Garcia, Adriano |
| Author_xml | – sequence: 1 givenname: Adriano orcidid: 0000-0003-4796-773X surname: Marques Garcia fullname: Marques Garcia, Adriano email: adriano1mg@gmail.com organization: Federal University of Pampa – sequence: 2 givenname: Claudio orcidid: 0000-0003-4118-8831 surname: Schepke fullname: Schepke, Claudio organization: Federal University of Pampa – sequence: 3 givenname: Alessandro orcidid: 0000-0002-0074-7855 surname: Girardi fullname: Girardi, Alessandro organization: Federal University of Pampa |
| BookMark | eNp1kEtLw0AUhQepYFsFf8KAGzeJ80pM3IVSH1CxFF0P08kdTU1n4iSx9N87bcWF6OY-4Dvncs8IDayzgNA5JTElhF3pBuIkIeIIDWnCWURSLgY_M0tP0KhtV4RQSjgdosW8eJwXixtcYAsb3Civ6hpqvASr39bKv2PjPG7Ah7ZWVgNWtsRgwb9usXa27ddNVzmL4VPVvdqNp-jYqLqFs-8-Ri-30-fJfTR7unuYFLNIs5yLKCszoYHqLFfATZYayHPgYTO6JJqWRunEwDWBPIMlI1qZnEGZC87TUHTCx-ji4Nt499FD28mV670NJyUTIhVU0FQE6vJAae_a1oORja_CY1tJidwlJkNicpdYQONfqK66_UudV1X9lyA6CDZVDdt_jeVkPt3zXzlpfnc |
| CitedBy_id | crossref_primary_10_1109_TCAD_2022_3206729 crossref_primary_10_1002_cpe_5904 |
| Cites_doi | 10.1109/IPDPSW.2016.78 10.1007/s00450-013-0239-3 10.1109/TCSII.2013.2285966 10.1109/FDTC.2008.19 10.1007/978-3-642-04818-0 10.1109/L-CA.2010.14 10.1109/IPDPS.2015.19 10.1109/COMPSAC.2015.119 10.1016/j.jpdc.2016.04.003 10.1080/00029890.1989.11972263 10.1109/PDP2018.2018.00120 10.1007/978-3-662-11106-2_2 10.1038/d41586-017-07523-y 10.1002/cpe.5158 10.1109/ISVLSI.2015.85 10.1109/IPDPSW.2018.00203 10.1007/978-3-030-10549-5_59 10.1109/IPDPS.2013.73 10.1109/TPDS.2016.2539167 10.1007/s11265-014-0925-9 10.1007/978-3-642-11261-4_11 10.1007/s00450-011-0190-0 10.7551/mitpress/7055.001.0001 10.4064/aa100-1-8 10.1177/109434209100500306 10.1145/2212736.2212740 10.1016/j.future.2013.07.010 10.1098/rstb.1952.0012 |
| ContentType | Journal Article |
| Copyright | 2019 John Wiley & Sons, Ltd. 2020 John Wiley & Sons, Ltd. |
| Copyright_xml | – notice: 2019 John Wiley & Sons, Ltd. – notice: 2020 John Wiley & Sons, Ltd. |
| DBID | AAYXX CITATION 7SC 8FD JQ2 L7M L~C L~D |
| DOI | 10.1002/cpe.5504 |
| DatabaseName | 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 | Computer and Information Systems Abstracts CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1532-0634 |
| EndPage | n/a |
| ExternalDocumentID | 10_1002_cpe_5504 CPE5504 |
| Genre | article |
| GroupedDBID | .3N .DC .GA 05W 0R~ 10A 1L6 1OC 33P 3SF 3WU 4.4 50Y 50Z 51W 51X 52M 52N 52O 52P 52S 52T 52U 52W 52X 5GY 5VS 66C 702 7PT 8-0 8-1 8-3 8-4 8-5 8UM 930 A03 AAESR AAEVG AAHHS AAHQN AAMNL AANLZ AAONW AASGY AAXRX AAYCA AAZKR ABCQN ABCUV ABEML ABIJN ACAHQ ACCFJ ACCZN ACPOU ACSCC ACXBN ACXQS ADBBV ADEOM ADIZJ ADKYN ADMGS ADOZA ADXAS ADZMN ADZOD AEEZP AEIGN AEIMD AEQDE AEUQT AEUYR AFBPY AFFPM AFGKR AFPWT AFWVQ AHBTC AITYG AIURR AIWBW AJBDE AJXKR ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMBMR AMYDB ATUGU AUFTA AZBYB BAFTC BDRZF BFHJK BHBCM BMNLL BROTX BRXPI BY8 CS3 D-E D-F DCZOG DPXWK DR2 DRFUL DRSTM EBS F00 F01 F04 F5P G-S G.N GNP GODZA HGLYW HHY HZ~ IX1 JPC KQQ LATKE LAW LC2 LC3 LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LYRES MEWTI MK4 MRFUL MRSTM MSFUL MSSTM MXFUL MXSTM N04 N05 N9A O66 O9- OIG P2W P2X P4D PQQKQ Q.N Q11 QB0 QRW R.K ROL RWI RX1 SUPJJ TN5 UB1 V2E W8V W99 WBKPD WIH WIK WOHZO WQJ WRC WXSBR WYISQ WZISG XG1 XV2 ~IA ~WT AAYXX ADMLS AEYWJ AGHNM AGYGG CITATION 7SC 8FD JQ2 L7M L~C L~D |
| ID | FETCH-LOGICAL-c2934-8d84ce1c89ae3f86fe99e389afcd0c1dfac5fe70e98eb20caf92ed94336943c53 |
| IEDL.DBID | DR2 |
| ISSN | 1532-0626 |
| IngestDate | Fri Jul 25 04:35:36 EDT 2025 Thu Apr 24 23:01:22 EDT 2025 Wed Oct 01 00:59:24 EDT 2025 Wed Jan 22 16:34:19 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 20 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c2934-8d84ce1c89ae3f86fe99e389afcd0c1dfac5fe70e98eb20caf92ed94336943c53 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0003-4118-8831 0000-0003-4796-773X 0000-0002-0074-7855 |
| PQID | 2446414164 |
| PQPubID | 2045170 |
| PageCount | 21 |
| ParticipantIDs | proquest_journals_2446414164 crossref_primary_10_1002_cpe_5504 crossref_citationtrail_10_1002_cpe_5504 wiley_primary_10_1002_cpe_5504_CPE5504 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | October 25, 2020 |
| PublicationDateYYYYMMDD | 2020-10-25 |
| PublicationDate_xml | – month: 10 year: 2020 text: October 25, 2020 day: 25 |
| PublicationDecade | 2020 |
| PublicationPlace | Hoboken |
| PublicationPlace_xml | – name: Hoboken |
| PublicationTitle | Concurrency and computation |
| PublicationYear | 2020 |
| Publisher | Wiley Subscription Services, Inc |
| Publisher_xml | – name: Wiley Subscription Services, Inc |
| References | 2015; 6 2012 2011 2010 1952; 237 2009 1997 2008 2007 1995 2016; 95 2004 1992 2014; 29 2017; 551 1999 1991; 5 1989; 96 2014; 80 2019 2018 2013; 60 2014; 36 2017 1984 2016 2015 2014 2012; 27 2000; 100 2013 2016; 27 2010; 9 e_1_2_6_51_1 e_1_2_6_53_1 Press WH (e_1_2_6_40_1) 2007 e_1_2_6_32_1 e_1_2_6_30_1 Butenhof DR (e_1_2_6_16_1) 1997 e_1_2_6_19_1 Smith SW (e_1_2_6_42_1) 1997 Gray J (e_1_2_6_14_1) 1992 e_1_2_6_13_1 e_1_2_6_36_1 e_1_2_6_11_1 e_1_2_6_34_1 e_1_2_6_17_1 e_1_2_6_43_1 e_1_2_6_20_1 e_1_2_6_9_1 Gropp W (e_1_2_6_15_1) 1999 e_1_2_6_5_1 e_1_2_6_7_1 e_1_2_6_3_1 e_1_2_6_22_1 e_1_2_6_28_1 Foster I (e_1_2_6_49_1) 1995 e_1_2_6_26_1 e_1_2_6_47_1 e_1_2_6_52_1 e_1_2_6_10_1 e_1_2_6_31_1 e_1_2_6_50_1 Isidro‐Ramirez R (e_1_2_6_24_1) 2015; 6 Stewart J (e_1_2_6_45_1) 2009 Cheney W (e_1_2_6_38_1) 2009 e_1_2_6_35_1 e_1_2_6_12_1 e_1_2_6_33_1 e_1_2_6_18_1 e_1_2_6_37_1 e_1_2_6_21_1 Burden RL (e_1_2_6_39_1) 1997 e_1_2_6_8_1 e_1_2_6_4_1 e_1_2_6_6_1 e_1_2_6_25_1 e_1_2_6_48_1 e_1_2_6_23_1 e_1_2_6_2_1 Banchoff T (e_1_2_6_41_1) 2012 e_1_2_6_29_1 e_1_2_6_44_1 e_1_2_6_27_1 e_1_2_6_46_1 |
| References_xml | – year: 2011 – year: 2009 – year: 2019 article-title: Tail queues: a multi‐threaded matching architecture publication-title: Concurrency Comput Pract Exper – volume: 96 start-page: 681 issue: 8 year: 1989 end-page: 687 article-title: Pi, Euler numbers, and asymptotic expansions publication-title: Amer Math Month – volume: 27 start-page: 3617 issue: 12 year: 2016 end-page: 3630 article-title: Reproducible MPI benchmarking is still not as easy as you think publication-title: IEEE Trans Parallel Distrib Syst – year: 2007 – volume: 551 start-page: 554 year: 2017 end-page: 556 article-title: Supercomputing poised for a massive speed boost publication-title: Nature – volume: 36 start-page: 287 year: 2014 end-page: 298 article-title: Exploiting performance counters to predict and improve energy performance of HPC systems publication-title: Future Gener Comput Syst – volume: 60 start-page: 882 issue: 12 year: 2013 end-page: 886 article-title: A study on the use of performance counters to estimate power in microprocessors publication-title: IEEE Trans Circuits Syst II: Express Briefs – year: 2016 – year: 2018 – year: 1992 – year: 2014 – volume: 6 issue: 6 year: 2015 article-title: Energy consumption model over parallel programs implemented on multicore architectures publication-title: Int J Adv Comput Sci Appl – year: 2010 – year: 2012 – volume: 237 start-page: 37 year: 1952 article-title: The chemical basis of morphogenesis publication-title: Phil Trans Roy Soc – year: 1984 – volume: 100 issue: 1 year: 2000 article-title: On the second moment for primes in an arithmetic progression publication-title: Acta Arith – volume: 29 start-page: 197 issue: 3‐4 year: 2014 end-page: 210 article-title: E‐AMOM: an energy‐aware modeling and optimization methodology for scientific applications publication-title: Comput Sci‐Res Dev – volume: 27 start-page: 245 year: 2012 end-page: 253 article-title: Power‐aware predictive models of hybrid (MPI/OpenMP) scientific applications on multicore systems publication-title: Comput Sci Res Dev – volume: 5 start-page: 63 issue: 3 year: 1991 end-page: 73 article-title: The NAS parallel benchmarks publication-title: Int J High Perform Comput Appl – volume: 9 start-page: 45 issue: 2 year: 2010 end-page: 48 article-title: ParMiBench: an open‐source benchmark for embedded multiprocessor systems publication-title: Comput Architecture Lett – year: 2008 – year: 2004 – volume: 80 start-page: 295 issue: 3 year: 2014 end-page: 307 article-title: Performance and energy evaluation of different multi‐threading interfaces in embedded and general purpose systems publication-title: J Signal Process Syst – year: 1997 – year: 1995 – volume: 95 start-page: 107 year: 2016 end-page: 123 article-title: Investigating different general‐purpose and embedded multicores to achieve optimal trade‐offs between performance and energy publication-title: J Parallel Distrib Comput – year: 2017 – year: 2015 – year: 1999 – year: 2013 – ident: e_1_2_6_18_1 doi: 10.1109/IPDPSW.2016.78 – ident: e_1_2_6_19_1 doi: 10.1007/s00450-013-0239-3 – ident: e_1_2_6_22_1 doi: 10.1109/TCSII.2013.2285966 – ident: e_1_2_6_31_1 – ident: e_1_2_6_17_1 doi: 10.1109/FDTC.2008.19 – ident: e_1_2_6_53_1 – ident: e_1_2_6_6_1 doi: 10.1007/978-3-642-04818-0 – ident: e_1_2_6_28_1 – ident: e_1_2_6_36_1 – ident: e_1_2_6_4_1 – ident: e_1_2_6_33_1 doi: 10.1109/L-CA.2010.14 – volume-title: Linear Algebra: Theory and Applications year: 2009 ident: e_1_2_6_38_1 – volume-title: Calculus: Concepts and Contexts year: 2009 ident: e_1_2_6_45_1 – ident: e_1_2_6_25_1 doi: 10.1109/IPDPS.2015.19 – volume-title: The Scientist and Engineer's Guide to Digital Signal Processing year: 1997 ident: e_1_2_6_42_1 – ident: e_1_2_6_9_1 doi: 10.1109/COMPSAC.2015.119 – ident: e_1_2_6_50_1 doi: 10.1016/j.jpdc.2016.04.003 – ident: e_1_2_6_44_1 doi: 10.1080/00029890.1989.11972263 – ident: e_1_2_6_12_1 – volume-title: Benchmark Handbook: For Database and Transaction Processing Systems year: 1992 ident: e_1_2_6_14_1 – volume-title: Designing and Building Parallel Programs year: 1995 ident: e_1_2_6_49_1 – ident: e_1_2_6_29_1 doi: 10.1109/PDP2018.2018.00120 – ident: e_1_2_6_34_1 – ident: e_1_2_6_48_1 doi: 10.1007/978-3-662-11106-2_2 – ident: e_1_2_6_3_1 doi: 10.1038/d41586-017-07523-y – ident: e_1_2_6_27_1 doi: 10.1002/cpe.5158 – ident: e_1_2_6_10_1 doi: 10.1109/ISVLSI.2015.85 – ident: e_1_2_6_26_1 doi: 10.1109/IPDPSW.2018.00203 – ident: e_1_2_6_8_1 doi: 10.1007/978-3-030-10549-5_59 – volume-title: Numerical Analysis year: 1997 ident: e_1_2_6_39_1 – ident: e_1_2_6_11_1 – ident: e_1_2_6_7_1 – volume-title: Linear Algebra Through Geometry year: 2012 ident: e_1_2_6_41_1 – ident: e_1_2_6_21_1 doi: 10.1109/IPDPS.2013.73 – volume-title: Programming With POSIX Threads year: 1997 ident: e_1_2_6_16_1 – ident: e_1_2_6_51_1 doi: 10.1109/TPDS.2016.2539167 – ident: e_1_2_6_5_1 – volume-title: Numerical Recipes 3rd Edition: The Art of Scientific Computing year: 2007 ident: e_1_2_6_40_1 – ident: e_1_2_6_2_1 – ident: e_1_2_6_30_1 – ident: e_1_2_6_37_1 doi: 10.1007/s11265-014-0925-9 – ident: e_1_2_6_52_1 doi: 10.1007/978-3-642-11261-4_11 – ident: e_1_2_6_20_1 doi: 10.1007/s00450-011-0190-0 – volume-title: Using MPI‐2: Advanced Features of the Message‐Passing Interface year: 1999 ident: e_1_2_6_15_1 doi: 10.7551/mitpress/7055.001.0001 – ident: e_1_2_6_13_1 – ident: e_1_2_6_43_1 doi: 10.4064/aa100-1-8 – ident: e_1_2_6_32_1 – ident: e_1_2_6_35_1 doi: 10.1177/109434209100500306 – ident: e_1_2_6_47_1 doi: 10.1145/2212736.2212740 – ident: e_1_2_6_23_1 doi: 10.1016/j.future.2013.07.010 – volume: 6 issue: 6 year: 2015 ident: e_1_2_6_24_1 article-title: Energy consumption model over parallel programs implemented on multicore architectures publication-title: Int J Adv Comput Sci Appl – ident: e_1_2_6_46_1 doi: 10.1098/rstb.1952.0012 |
| SSID | ssj0011031 |
| Score | 2.282789 |
| Snippet | Summary
This paper presents PAMPAR, a new benchmark to evaluate the performance and energy consumption of different Parallel Programming Interfaces (PPIs). The... This paper presents PAMPAR, a new benchmark to evaluate the performance and energy consumption of different Parallel Programming Interfaces (PPIs). The... |
| SourceID | proquest crossref wiley |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| SubjectTerms | Algorithms Benchmarks Energy consumption MPI OpenMP parallel benchmark Parallel programming Performance evaluation power consumption PThreads |
| Title | PAMPAR: A new parallel benchmark for performance and energy consumption evaluation |
| URI | https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fcpe.5504 https://www.proquest.com/docview/2446414164 |
| Volume | 32 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVEBS databaseName: Inspec with Full Text customDbUrl: eissn: 1532-0634 dateEnd: 20241102 omitProxy: false ssIdentifier: ssj0011031 issn: 1532-0626 databaseCode: ADMLS dateStart: 20010101 isFulltext: true titleUrlDefault: https://www.ebsco.com/products/research-databases/inspec-full-text providerName: EBSCOhost – providerCode: PRVWIB databaseName: Wiley Online Library - Core collection (SURFmarket) issn: 1532-0626 databaseCode: DR2 dateStart: 19960101 customDbUrl: isFulltext: true eissn: 1532-0634 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0011031 providerName: Wiley-Blackwell |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ3PS8MwFMeD7OTF-ROnUyKInrKlbfoj3srYGMJkDAcDDyVNU4TVbuzHxb_el7RdVRTES3tIAm1eXvJJyPs-hG6NiJdPBfGl5RAGREtisDNhgAqu8rlwbR2NPHryhlP2OHNn5a1KHQtT6EPsDty0Z5j5Wju4iNfdWjRULlUH8FpLgVqOZ3ZTk51ylKWzFxRSqTahAO2V7iy1u1XDrytRjZefIdWsMoMmeqm-r7hcMu9sN3FHvn-TbvzfDxyigxI-cViMliO0p_Jj1KwSO-DSz0_QZByOxuHkAYcYqBtrefAsUxmOofj1TazmGFAXL-uYAyzyBCsTRoilCeo0MxGutcRP0XTQf-4NSZl8gUggAEaCJGBSWTLgQjlp4KWKcwV0I1KZUGklqdD31HyqeACbcypFym2VcOY4Hjyk65yhRr7I1TnCGrOAVDiggT5xYjFNpRO4iZQ0FjBTt9B9ZYhIlsrkOkFGFhWaynYEXRXprmqhm13NZaHG8UOddmXLqPTHdQQQ4zEL4BOK74xRfm0f9cZ9_b74a8VLtG_rTTgsaLbbRo3NaquugFQ28bUZkx-stuPN |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ3PS8MwFMcfcx704vyJ06kRRE_d-iP9pacyNqZuY4wNdhBKmqYIq3XM7eJf70t_bCoK4qU9JIE2Ly_5JOR9H8BVKuJlq0yxuWYoFIlWCdDOCkVUMIXtMlOX0ci9vtUZ04eJOSnBXRELk-lDrA7cpGek87V0cHkg3VirhvKZqCNf0w3YpBZuUyQRDVfaUZrMX5CJpeqKitheKM-qeqNo-XUtWgPmZ0xN15l2BZ6KL8yul0zry0VQ5-_fxBv_-Qu7sJPzJ_GyAbMHJZHsQ6XI7UByVz-A4cDrDbzhLfEIgjeRCuFxLGISYPHzC5tPCdIuma3DDghLQiLSSELC07jOdDIiaznxQxi3W6NmR8nzLygcIYAqTuhQLjTuuEwYkWNFwnUFAg6LeKhyLYyYvKpmq8J1cH-ucha5ughdahgWPrhpHEE5eU3EMRBJWggrLtKBPHSigRpxwzFDztWA4WRdhZvCEj7PxclljozYz2SVdR-7ypddVYXLVc1ZJsjxQ51aYUw_d8k3HznGohryJxZfp1b5tb3fHLTk--SvFS9gqzPqdf3uff_xFLZ1uSfH9U03a1BezJfiDMFlEZynA_QD-w3n7g |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ1bS8MwFMcPc4L44rzidGoE0aduvaRdo09lF-ZlYwwHexBKmqYIm3PM7cVP70kvq4qC-NI-JIE2Jyf5JeT8D8BFLOJV17lWF4alUSRaLUA7axRRwZZ1xm1TRSN3e05nSO9G9qgAN1ksTKIPsTpwU54Rz9fKweUsjGq5aqiYySryNV2DdWozV93naw5W2lGGyl-QiKWamo7YninP6mYta_l1LcoB8zOmxutMuwRP2Rcm10vG1eUiqIr3b-KN__yFbdhK-ZN4yYDZgYKc7kIpy-1AUlffg0Hf6_a9wTXxCII3UQrhk4mckACLn1_4fEyQdsksDzsgfBoSGUcSEhHHdcaTEcnlxPdh2G49Njpamn9BEwgBVHNDlwppCJdxaUWuE0nGJAIOj0SoCyOMuLqqVtclc3F_rgseMVOGjFqWgw9hWwdQnL5O5SEQRVoIKwzpQB060UCPhOXaoRB6wHGyLsNVZglfpOLkKkfGxE9klU0fu8pXXVWG81XNWSLI8UOdSmZMP3XJNx85xqEG8icWX8ZW-bW93-i31PvorxXPYKPfbPsPt737Y9g01ZYclzfTrkBxMV_KE-SWRXAaj88Pw4bncg |
| 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=PAMPAR%3A+A+new+parallel+benchmark+for+performance+and+energy+consumption+evaluation&rft.jtitle=Concurrency+and+computation&rft.au=Marques+Garcia%2C+Adriano&rft.au=Schepke%2C+Claudio&rft.au=Girardi%2C+Alessandro&rft.date=2020-10-25&rft.issn=1532-0626&rft.eissn=1532-0634&rft.volume=32&rft.issue=20&rft_id=info:doi/10.1002%2Fcpe.5504&rft.externalDBID=n%2Fa&rft.externalDocID=10_1002_cpe_5504 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1532-0626&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1532-0626&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1532-0626&client=summon |