Technical Debt in Computational Science

Technical debt is a useful metaphor for understanding the long-term impact of technical choices. The analysis of technical debt has found its place in the software industry, with results that are applicable to scientific software as well. But technical debt is also a useful concept to look at how we...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Computing in science & engineering Jg. 17; H. 6; S. 103 - 107
1. Verfasser: Hinsen, Konrad
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.11.2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Institute of Electrical and Electronics Engineers
Schlagworte:
Computation
Computer languages
Computer programs
Computer Science
Metaphors
Scientific computing
scientific programming
Software
Software development
technical debt
ISSN:1521-9615, 1558-366X
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract Technical debt is a useful metaphor for understanding the long-term impact of technical choices. The analysis of technical debt has found its place in the software industry, with results that are applicable to scientific software as well. But technical debt is also a useful concept to look at how we use computers in doing scientific research.
AbstractList Technical debt is a useful metaphor for understanding the long-term impact of technical choices. The analysis of technical debt has found its place in the software industry, with results that are applicable to scientific software as well. But technical debt is also a useful concept to look at how we use computers in doing scientific research.
Author Hinsen, Konrad
Author_xml – sequence: 1
  givenname: Konrad
  surname: Hinsen
  fullname: Hinsen, Konrad
  organization: Centre de Biophysique Moléculaire in Orléans
BackLink https://hal.science/hal-02072258$$DView record in HAL
BookMark eNp10EFPwyAUB3BiZuI2PXryssSDeqjyoEA5LnU6kxkPm4k3QhEylq6dpTPx20tT9bDEE_Dye_D4j9CgqiuL0DngWwAs757z5eyWYGDxSI_QEBjLEsr526DbE0gkB3aCRiFsMMZpJtkQXa2sWVfe6HJyb4t24qtJXm93-1a3vq5idWm8rYw9RcdOl8Ge_axj9PowW-XzZPHy-JRPF4mhEtrEUYYNcG0LTByVBdZAmNUO0ndRYJ5xSQpNMohvO844oSl1JJUCCi5skTo6Rjf9vWtdql3jt7r5UrX2aj5dqK6GCRaEsOwTor3u7a6pP_Y2tGrrg7FlqStb74MCIYSUJOMi0ssDuqn3Tfxfp4hMsYjTREV7ZZo6hMY6ZXwfRNtoXyrAqgtadUGrLuh4pLErOej6nfs_f9F7b639s4JGCZx-AwlXhaY
CODEN CSENFA
CitedBy_id crossref_primary_10_3233_JNR_220002
crossref_primary_10_1016_j_neuron_2022_06_018
crossref_primary_10_1109_MCSE_2019_2900945
crossref_primary_10_3389_fimmu_2024_1378512
crossref_primary_10_1145_3640819
crossref_primary_10_1109_MCSE_2016_67
crossref_primary_10_1007_s12021_024_09702_5
crossref_primary_10_3389_fphys_2022_917976
Cites_doi 10.1109/MCSE.2015.27
10.1126/science.1231535
10.1145/361604.361612
10.1038/467775a
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Nov-Dec 2015
Distributed under a Creative Commons Attribution 4.0 International License
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Nov-Dec 2015
– notice: Distributed under a Creative Commons Attribution 4.0 International License
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
7SP
7TB
8FD
FR3
JQ2
KR7
L7M
L~C
L~D
F28
1XC
VOOES
DOI 10.1109/MCSE.2015.113
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Mechanical & Transportation Engineering Abstracts
Technology Research Database
Engineering Research Database
ProQuest Computer Science Collection
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
ANTE: Abstracts in New Technology & Engineering
Hyper Article en Ligne (HAL)
Hyper Article en Ligne (HAL) (Open Access)
DatabaseTitle CrossRef
Civil Engineering Abstracts
Technology Research Database
Computer and Information Systems Abstracts – Academic
Mechanical & Transportation Engineering Abstracts
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Engineering Research Database
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
ANTE: Abstracts in New Technology & Engineering
DatabaseTitleList Civil Engineering Abstracts

Civil Engineering Abstracts
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Applied Sciences
Sciences (General)
Computer Science
EISSN 1558-366X
EndPage 107
ExternalDocumentID oai:HAL:hal-02072258v1
3856293091
10_1109_MCSE_2015_113
7310916
Genre orig-research
GroupedDBID -~X
.DC
0R~
29F
4.4
5GY
5VS
6IK
6J9
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
ADCTM
AENEX
AETIX
AGKCL
AGQYO
AGSQL
AHBIQ
AHSDT
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ATWAV
AZLTO
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
D0L
DU5
EBS
EJD
F5P
GX1
HZ~
H~9
IEDLZ
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MVM
O9-
OCL
P2P
PQQKQ
PZZ
RIA
RIE
RNI
ROL
RZB
TN5
TWZ
VH1
WH7
~02
AAYXX
CITATION
7SC
7SP
7TB
8FD
FR3
JQ2
KR7
L7M
L~C
L~D
F28
1XC
VOOES
ID FETCH-LOGICAL-c391t-f350c16aeb02f39b0a125eaf14d7b068692ba281895f6562343f24971b67eb4f3
IEDL.DBID RIE
ISICitedReferencesCount 13
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000364229600017&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1521-9615
IngestDate Sun Oct 19 01:19:20 EDT 2025
Sun Sep 28 09:44:11 EDT 2025
Sun Nov 09 08:45:17 EST 2025
Tue Nov 18 21:35:38 EST 2025
Sat Nov 29 01:49:21 EST 2025
Wed Aug 27 02:52:54 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 6
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c391t-f350c16aeb02f39b0a125eaf14d7b068692ba281895f6562343f24971b67eb4f3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0003-0330-9428
OpenAccessLink https://hal.science/hal-02072258
PQID 1729407656
PQPubID 85410
PageCount 5
ParticipantIDs crossref_citationtrail_10_1109_MCSE_2015_113
crossref_primary_10_1109_MCSE_2015_113
proquest_journals_1729407656
proquest_miscellaneous_1777992867
hal_primary_oai_HAL_hal_02072258v1
ieee_primary_7310916
PublicationCentury 2000
PublicationDate 2015-Nov.-Dec.
2015-11-00
20151101
2015-11
PublicationDateYYYYMMDD 2015-11-01
PublicationDate_xml – month: 11
  year: 2015
  text: 2015-Nov.-Dec.
PublicationDecade 2010
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle Computing in science & engineering
PublicationTitleAbbrev CISE-M
PublicationYear 2015
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Institute of Electrical and Electronics Engineers
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
– name: Institute of Electrical and Electronics Engineers
References sculley (ref2) 0
ref1
ref4
ref3
ref5
References_xml – year: 0
  ident: ref2
  article-title: Machine Learning: The High Interest Credit Card of Technical Debt
  publication-title: Proc SE4ML Software Eng Machine Learning
– ident: ref1
  doi: 10.1109/MCSE.2015.27
– ident: ref4
  doi: 10.1126/science.1231535
– ident: ref5
  doi: 10.1145/361604.361612
– ident: ref3
  doi: 10.1038/467775a
SSID ssj0004895
Score 2.153454
Snippet Technical debt is a useful metaphor for understanding the long-term impact of technical choices. The analysis of technical debt has found its place in the...
SourceID hal
proquest
crossref
ieee
SourceType Open Access Repository
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 103
SubjectTerms Computation
Computer languages
Computer programs
Computer Science
Metaphors
Scientific computing
scientific programming
Software
Software development
technical debt
Title Technical Debt in Computational Science
URI https://ieeexplore.ieee.org/document/7310916
https://www.proquest.com/docview/1729407656
https://www.proquest.com/docview/1777992867
https://hal.science/hal-02072258
Volume 17
WOSCitedRecordID wos000364229600017&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: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1558-366X
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0004895
  issn: 1521-9615
  databaseCode: RIE
  dateStart: 19990101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8QwEB7cxYMXdX1gdZUq4gOs2zbdPI4iigddBBW8laRNcEG64j5-v5k020XUg7e0nZZkpsl8ecw3AMd9kxRlWppIUhZHmZFZpKwnj7RFvywticwy5ZJNsMGAv76KxyW4aGJhtNbu8Jm-xKLbyy9HxRSXynrM0VjSFrQYY3Ws1iIGkrsMK-iOImHd9IJPs_dw_XSDh7j6mMDkm_9pveHpR5dW5cdY7BzM7dr_qrYOqx5Ihle15TuwpKsNWPOgMvRddrwBnXkxPPMU0-ebcOpW1NE-oR1wJuGwCuv0Dn5pcP7-Frzc3jxf30U-ZUJUEJFMIkP6cZFQqVWcGiJULC2A0dIkWckURoOIVEkkgBJ9QxH6ZMTYCRhLFGVaZYZsQ7saVXoHQs1pwgspKCfcopZCZVwnsSRKlFLrlAZwMVdkXng-cUxr8Z67eUUsctR7jnq3lySAk0b8oybS-EvwyFqlkUH667ur-xzvWWjL7PjDZ0kAm2iDRsqrP4Du3Ii574vj3EI0YaettrkBHDaPbS_CrRFZ6dEUZRgTIuWU7f7-5T1YwQrWUYhdaE8-p3oflovZZDj-PHC_4hcAMdhW
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT9wwEB7xqEQv5VmRAm1aVbSVNhDHjh9HhEBbdVlVAiRukZ3YAgllK3aX34_H8QZVlENvTjKJ7JnY8_kx3wB8LR2pm6JxmeYiz5jTLDPek2fWo19RNFQzZkKyCTEey5sb9XsJBn0sjLU2HD6zR1gMe_nNpJ7jUtmxCDSWfBlWS8YK0kVrPUdBypBjBR1SpryjfmbUPL44vTzDY1wlpjD5ywMt3-L5x5BY5cVoHFzM-fr_VW4D3kUomZ50tt-EJdtuwXqElWnstNMt2FwU0--RZPrHNnwLa-poodQPObP0rk27BA9xcXDx_g5cn59dnQ6zmDQhq6kis8zRMq8J19bkhaPK5NpDGKsdYY0wGA-iCqORAkqVjiP4YdT5KZgghgtrmKPvYaWdtHYXUis5kbVWXFLpcUttmLQk19SoRltb8AQGC0VWdWQUx8QW91WYWeSqQr1XqHd_SRM47MX_dFQarwl-8VbpZZAAe3gyqvCeB7fCj0DykSSwjTbopaL6E9hfGLGKvXFaeZCm_MTVNzeBz_1j349wc0S3djJHGSGUKiQXH_795U-wNry6GFWjn-Nfe_AWK9vFJO7Dyuxhbg_gTf04u5s-fAy_5RNr-dud
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=Technical+Debt+in+Computational+Science&rft.jtitle=Computing+in+science+%26+engineering&rft.au=Hinsen%2C+Konrad&rft.date=2015-11-01&rft.pub=IEEE&rft.issn=1521-9615&rft.volume=17&rft.issue=6&rft.spage=103&rft.epage=107&rft_id=info:doi/10.1109%2FMCSE.2015.113&rft.externalDocID=7310916
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1521-9615&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1521-9615&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1521-9615&client=summon