Cloud supply chain: Integrating Industry 4.0 and digital platforms in the “Supply Chain-as-a-Service”

•We introduce a notion of cloud supply chain.•Integrating Industry 4.0 and digital platforms.•Case-studies on “supply chain-as-a-service”•Generalized mathematical model of service composition in the cloud supply chain. In this paper, we introduce cloud supply chain which is a business model based on...

Full description

Saved in:
Bibliographic Details
Published inTransportation research. Part E, Logistics and transportation review Vol. 160; p. 102676
Main Authors Ivanov, Dmitry, Dolgui, Alexandre, Sokolov, Boris
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.04.2022
Elsevier
Subjects
Automatic Control Engineering
Cloud supply chain
Computer Science
Digital supply chain
Industry 4.0
Operations Research
Reconfigurable supply chain
Supply chain-as-a-service
Viability
Industry 4.0
Cloud supply chain
Supply chain-as-a-service
Viability
Reconfigurable supply chain
Digital supply chain
Online AccessGet full text

Cover

Abstract •We introduce a notion of cloud supply chain.•Integrating Industry 4.0 and digital platforms.•Case-studies on “supply chain-as-a-service”•Generalized mathematical model of service composition in the cloud supply chain. In this paper, we introduce cloud supply chain which is a business model based on cloud-enabled networking of some third-party physical and digital assets to design and manage a supply chain network. Cloud supply chain integrates concepts and technology of Industry 4.0 and digital platforms emerging in the “supply chain-as-a-service” paradigm. This paper conceptualizes the cloud supply chain as a new and distinct research area. Through analysis of practical cases, we deduce some generalized characteristics of the cloud supply chain. In the generalised model, we formalize supply chain multi-structural dynamics and dynamic service composition. Our results show that the main generalized characteristics of the cloud supply chain are related to (i) multi-structural dynamics; (ii) platforms, digital supply chains, ecosystems, and visibility, (iii) dynamic service composition with dynamically changing buyer/supplier roles, (iv) resilience and viability, and (v) intertwined supply networks and circular economy. We close by discussing future research directions including novel context of Industry 5.0.
AbstractList In this paper, we introduce cloud supply chain which is a business model based on cloud-enabled networking of some third-party physical and digital assets to design and manage a supply chain network. Cloud supply chain integrates concepts and technology of Industry 4.0 and digital platforms emerging in the “supply chain-as-a-service” paradigm. This paper conceptualizes the cloud supply chain as a new and distinct research area. Through analysis of practical cases, we deduce some generalized characteristics of the cloud supply chain. In the generalised model, we formalize supply chain multi-structural dynamics and dynamic service composition. Our results show that the main generalized characteristics of the cloud supply chain are related to (i) multi-structural dynamics; (ii) platforms, digital supply chains, ecosystems, and visibility, (iii) dynamic service composition with dynamically changing buyer/supplier roles, (iv) resilience and viability, and (v) intertwined supply networks and circular economy. We close by discussing future research directions including novel context of Industry 5.0.
•We introduce a notion of cloud supply chain.•Integrating Industry 4.0 and digital platforms.•Case-studies on “supply chain-as-a-service”•Generalized mathematical model of service composition in the cloud supply chain. In this paper, we introduce cloud supply chain which is a business model based on cloud-enabled networking of some third-party physical and digital assets to design and manage a supply chain network. Cloud supply chain integrates concepts and technology of Industry 4.0 and digital platforms emerging in the “supply chain-as-a-service” paradigm. This paper conceptualizes the cloud supply chain as a new and distinct research area. Through analysis of practical cases, we deduce some generalized characteristics of the cloud supply chain. In the generalised model, we formalize supply chain multi-structural dynamics and dynamic service composition. Our results show that the main generalized characteristics of the cloud supply chain are related to (i) multi-structural dynamics; (ii) platforms, digital supply chains, ecosystems, and visibility, (iii) dynamic service composition with dynamically changing buyer/supplier roles, (iv) resilience and viability, and (v) intertwined supply networks and circular economy. We close by discussing future research directions including novel context of Industry 5.0.
ArticleNumber 102676
Author Ivanov, Dmitry
Dolgui, Alexandre
Sokolov, Boris
Author_xml – sequence: 1
  givenname: Dmitry
  surname: Ivanov
  fullname: Ivanov, Dmitry
  email: divanov@hwr-berlin.de
  organization: Berlin School of Economics and Law, Supply Chain and Operations Management, 10825 Berlin, Germany
– sequence: 2
  givenname: Alexandre
  surname: Dolgui
  fullname: Dolgui, Alexandre
  email: alexandre.dolgui@imt-atlantique.fr
  organization: IMT Atlantique, LS2N - CNRS, La Chantrerie, 4 rue Alfred Kastler, 44307 Nantes, France
– sequence: 3
  givenname: Boris
  surname: Sokolov
  fullname: Sokolov, Boris
  email: sokolov_boris@inbox.ru
  organization: St. Petersburg Federal Research Center of the Russian Academy of Sciences, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, 14th line, 39, St. Petersburg 199178, Russia
BackLink https://hal.science/hal-03982048$$DView record in HAL
BookMark eNp9kLFOwzAQhi0EEqXwAGxeGVLsJLYTmFAFtFIlhsJsufaldZU6le1W6saDwMv1SUgUWBg63X-n-_7T_Vfo3DUOELqlZEQJ5ffrUfQwSkmatn3KBT9DA1qIImGizM9bnXGeMJazS3QVwpqQFmLpANlx3ewMDrvttj5gvVLWPeCpi7D0Klq3bLXZhegPOB8RrJzBxi5tVDXe1ipWjd8EbB2OK8DHz695bzPubBIVEpXMwe-thuPn9zW6qFQd4Oa3DtHHy_P7eJLM3l6n46dZovOMxKRiTOSaUwGC0IWuSlooooCRghJREkaAc0p5qakxC6FLszCUVzrjkBYVz2g2RHe970rVcuvtRvmDbJSVk6eZ7GYkK4uU5MW-2xX9rvZNCB4qqdvfom1c9MrWkhLZpSvXsk1XdunKPt2WpP_Iv1OnmMeegfb9vQUvg7bgNBjrQUdpGnuC_gF9N5VZ
CitedBy_id crossref_primary_10_1080_13675567_2025_2475930
crossref_primary_10_1016_j_cie_2023_109444
crossref_primary_10_1080_00207543_2022_2140221
crossref_primary_10_38124_ijisrt_IJISRT24NOV1344
crossref_primary_10_1016_j_ijpe_2023_108790
crossref_primary_10_1109_TEM_2023_3294670
crossref_primary_10_1016_j_ijpe_2023_108791
crossref_primary_10_1016_j_jenvman_2025_124369
crossref_primary_10_3934_jimo_2025035
crossref_primary_10_1016_j_ijpe_2023_108796
crossref_primary_10_1016_j_ijpe_2023_109123
crossref_primary_10_1016_j_procs_2024_01_033
crossref_primary_10_1108_IMDS_03_2023_0189
crossref_primary_10_3390_math12040573
crossref_primary_10_1016_j_sca_2024_100084
crossref_primary_10_1002_bse_3932
crossref_primary_10_1007_s10796_024_10476_z
crossref_primary_10_1016_j_ijpe_2023_109009
crossref_primary_10_1016_j_techfore_2023_122338
crossref_primary_10_1016_j_ijpe_2023_109007
crossref_primary_10_1007_s10479_022_04754_9
crossref_primary_10_1007_s10479_023_05251_3
crossref_primary_10_1016_j_ijpe_2022_108559
crossref_primary_10_3389_fenvs_2024_1457801
crossref_primary_10_1080_00207543_2023_2180302
crossref_primary_10_2478_revecp_2023_0006
crossref_primary_10_1080_00207543_2023_2253328
crossref_primary_10_1016_j_esd_2025_101663
crossref_primary_10_1016_j_ijpe_2023_109090
crossref_primary_10_1016_j_ifacol_2022_10_001
crossref_primary_10_1080_00207543_2022_2118889
crossref_primary_10_30657_pea_2023_29_48
crossref_primary_10_1016_j_ijpe_2023_109130
crossref_primary_10_20965_jaciii_2024_p1005
crossref_primary_10_1080_13675567_2025_2450367
crossref_primary_10_3390_logistics7030050
crossref_primary_10_1002_bse_3645
crossref_primary_10_1080_13602381_2024_2321198
crossref_primary_10_3390_systems12100419
crossref_primary_10_1016_j_tre_2025_104008
crossref_primary_10_1109_TEM_2024_3408669
crossref_primary_10_1016_j_tre_2022_102695
crossref_primary_10_1080_00207543_2023_2285424
crossref_primary_10_1080_00207543_2024_2334420
crossref_primary_10_1016_j_tre_2023_103360
crossref_primary_10_1080_00207543_2024_2387074
crossref_primary_10_1080_00207543_2022_2118892
crossref_primary_10_1016_j_jclepro_2023_139712
crossref_primary_10_3390_su16125251
crossref_primary_10_1007_s10479_023_05390_7
crossref_primary_10_1080_00207543_2022_2117868
crossref_primary_10_1007_s10479_023_05202_y
crossref_primary_10_1111_grow_70020
crossref_primary_10_1080_00207543_2024_2372655
crossref_primary_10_1080_00207543_2022_2147237
crossref_primary_10_1108_JM2_07_2022_0185
crossref_primary_10_1002_bse_3358
crossref_primary_10_1007_s10845_023_02262_6
crossref_primary_10_1111_exsy_13271
crossref_primary_10_1016_j_ijpe_2022_108659
crossref_primary_10_1016_j_ijpe_2023_108815
crossref_primary_10_3390_pr11010262
crossref_primary_10_1016_j_ijpe_2023_108817
crossref_primary_10_1016_j_ijpe_2023_108938
crossref_primary_10_1049_cim2_12118
crossref_primary_10_1016_j_jenvman_2024_121560
crossref_primary_10_3390_su15129557
crossref_primary_10_1016_j_ijpe_2023_109070
crossref_primary_10_1080_00207543_2023_2269565
crossref_primary_10_1016_j_cscm_2025_e04267
crossref_primary_10_3390_su16104310
crossref_primary_10_1016_j_ijpe_2024_109495
crossref_primary_10_1016_j_cie_2024_109918
crossref_primary_10_1016_j_jclepro_2022_133819
crossref_primary_10_1109_TEM_2023_3258860
crossref_primary_10_1016_j_pursup_2024_100936
crossref_primary_10_1007_s13132_024_02324_x
crossref_primary_10_1108_IJPDLM_01_2023_0016
crossref_primary_10_1016_j_ecolind_2023_111091
crossref_primary_10_1016_j_rser_2024_114610
crossref_primary_10_1080_00207543_2024_2309309
crossref_primary_10_1016_j_smse_2023_100011
crossref_primary_10_1016_j_jdec_2022_08_004
crossref_primary_10_1080_00207543_2023_2276811
crossref_primary_10_1007_s10479_023_05622_w
crossref_primary_10_1016_j_cie_2024_110119
crossref_primary_10_1007_s00170_023_12048_y
crossref_primary_10_1080_00207543_2023_2205969
crossref_primary_10_1111_itor_70016
crossref_primary_10_1002_csr_3067
crossref_primary_10_1016_j_tre_2025_103980
crossref_primary_10_1016_j_jclepro_2024_141332
crossref_primary_10_1007_s00170_023_10902_7
crossref_primary_10_3390_app12178664
crossref_primary_10_1016_j_jmsy_2024_12_007
crossref_primary_10_1016_j_tre_2023_103177
crossref_primary_10_1080_00207543_2022_2127960
crossref_primary_10_1080_00207543_2023_2177049
crossref_primary_10_1007_s43069_023_00234_3
crossref_primary_10_47134_innovative_v2i2_23
crossref_primary_10_1016_j_tre_2023_103292
crossref_primary_10_1080_10429247_2024_2350287
crossref_primary_10_1080_09537287_2024_2415418
crossref_primary_10_1080_00207543_2024_2442549
crossref_primary_10_3390_app15052775
crossref_primary_10_2478_agriceng_2024_0019
crossref_primary_10_1108_IJLM_01_2022_0009
crossref_primary_10_1016_j_omega_2022_102725
crossref_primary_10_1080_23311975_2023_2298187
crossref_primary_10_1108_JMTM_02_2024_0080
crossref_primary_10_1080_00207543_2025_2470350
crossref_primary_10_1002_sd_2921
crossref_primary_10_1080_00207543_2022_2146773
crossref_primary_10_3390_su151612473
crossref_primary_10_1002_bse_4013
crossref_primary_10_1016_j_ifacol_2022_10_161
crossref_primary_10_3390_su16198694
crossref_primary_10_1016_j_digbus_2025_100109
crossref_primary_10_1016_j_rser_2023_114138
crossref_primary_10_1080_21693277_2023_2227881
crossref_primary_10_1108_IMDS_10_2023_0767
crossref_primary_10_3390_su15119072
crossref_primary_10_1080_00207543_2023_2240900
crossref_primary_10_1080_00207543_2024_2367685
crossref_primary_10_1080_13675567_2024_2418133
crossref_primary_10_54993_syad_1449614
crossref_primary_10_1016_j_susoc_2024_06_001
crossref_primary_10_1007_s10479_022_04650_2
crossref_primary_10_1080_09537325_2024_2425736
crossref_primary_10_1080_00207543_2024_2302388
crossref_primary_10_1080_13675567_2023_2286352
crossref_primary_10_1016_j_procir_2024_01_109
crossref_primary_10_1080_13675567_2024_2431556
crossref_primary_10_1016_j_tre_2022_102948
crossref_primary_10_1007_s10479_024_05879_9
crossref_primary_10_1080_00207543_2023_2217291
crossref_primary_10_1080_1540496X_2024_2409294
crossref_primary_10_1108_JSTPM_07_2023_0112
crossref_primary_10_1016_j_trpro_2024_12_130
crossref_primary_10_1080_13675567_2023_2297695
crossref_primary_10_1016_j_tre_2024_103604
crossref_primary_10_1007_s10479_024_06055_9
crossref_primary_10_1016_j_cie_2025_110973
crossref_primary_10_1109_TCSS_2023_3332064
crossref_primary_10_1016_j_jii_2025_100831
crossref_primary_10_1016_j_jii_2023_100512
crossref_primary_10_1007_s10479_023_05408_0
crossref_primary_10_1002_bse_3388
crossref_primary_10_1016_j_ijpe_2023_108862
crossref_primary_10_1177_21582440231214851
crossref_primary_10_3390_su14116514
crossref_primary_10_1016_j_cities_2024_105224
crossref_primary_10_1111_radm_12715
crossref_primary_10_1016_j_rtbm_2025_101320
crossref_primary_10_1016_j_ijpe_2023_108868
crossref_primary_10_1155_2023_3532862
crossref_primary_10_1016_j_tre_2023_103145
crossref_primary_10_38124_ijisrt_IJISRT24APR034
crossref_primary_10_1016_j_indmarman_2024_08_012
crossref_primary_10_1108_SCM_06_2022_0217
crossref_primary_10_3390_su16208801
Cites_doi 10.1016/S0272-6963(00)00068-1
10.1111/jscm.12256
10.1111/poms.13456
10.1007/s10845-005-1656-3
10.1007/s10479-021-03973-w
10.1007/978-3-030-43177-8
10.1080/00207543.2020.1774679
10.1016/j.compind.2020.103301
10.1016/j.rcim.2011.07.002
10.1016/j.tre.2020.102217
10.1111/deci.12476
10.1016/j.omega.2022.102596
10.1016/j.jom.2005.02.001
10.1504/IJMTM.2007.013192
10.1002/joom.1022
10.1016/j.ejor.2020.01.049
10.1108/IJPDLM-03-2021-409
10.1111/poms.13286
10.1016/j.tre.2019.05.011
10.1080/00207543.2020.1736724
10.1016/j.tre.2020.102019
10.1111/poms.12534
10.1080/24725854.2020.1739787
10.1109/TSMC.2016.2531687
10.1016/j.tre.2019.03.001
10.1080/00207543.2021.2002969
10.1016/j.arcontrol.2020.04.009
10.1080/00207543.2019.1685705
10.1016/j.tre.2021.102256
10.1080/00207543.2019.1582820
10.1016/j.ejor.2015.05.053
10.1111/deci.12475
10.1080/00207543.2020.1798035
10.1080/00207543.2020.1750727
10.1016/j.tre.2019.07.013
10.1016/j.tre.2020.102067
10.1080/17517575.2012.683812
10.1016/j.techfore.2017.09.003
10.1080/00207543.2012.693641
10.1080/00207543.2019.1627439
10.1016/j.omega.2022.102635
10.1016/j.ejor.2009.01.002
10.1016/j.tre.2021.102491
10.1080/00207543.2014.999958
10.1016/j.ijpe.2021.108103
10.1016/j.tre.2021.102552
10.1080/00207543.2021.1990433
10.1007/978-3-319-69305-7
10.1080/00207543.2018.1488086
10.1016/j.tre.2019.06.004
10.1080/24725854.2018.1555383
10.1080/00207540701557205
10.1016/j.arcontrol.2007.08.002
10.1080/00207543.2020.1824085
10.1080/00207543.2020.1770894
10.1016/j.tre.2021.102509
10.1080/00207543.2020.1824086
10.1016/j.tre.2021.102412
10.1111/poms.13622
10.1108/SCM-03-2018-0143
10.1007/978-3-030-44814-1
10.1080/00207543.2019.1612964
10.1108/IJPDLM-01-2020-0038
10.1080/00207543.2017.1374574
10.1007/978-3-030-70490-2
10.1080/00207543.2021.1948137
10.1080/00207543.2021.1890852
ContentType Journal Article
Copyright 2022 Elsevier Ltd
Distributed under a Creative Commons Attribution 4.0 International License
Copyright_xml – notice: 2022 Elsevier Ltd
– notice: Distributed under a Creative Commons Attribution 4.0 International License
DBID AAYXX
CITATION
1XC
DOI 10.1016/j.tre.2022.102676
DatabaseName CrossRef
Hyper Article en Ligne (HAL)
DatabaseTitle CrossRef
DatabaseTitleList

DeliveryMethod fulltext_linktorsrc
Discipline Military & Naval Science
Engineering
Computer Science
EISSN 1878-5794
ExternalDocumentID oai_HAL_hal_03982048v1
10_1016_j_tre_2022_102676
S1366554522000709
GroupedDBID --K
--M
-~X
.~1
0R~
123
13V
1B1
1~.
1~5
29Q
4.4
457
4G.
5VS
7-5
71M
8P~
AAAKF
AAAKG
AABNK
AACTN
AAEDT
AAEDW
AAFJI
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AARIN
AAXUO
ABFNM
ABJNI
ABKBG
ABMAC
ABMMH
ABMVD
ABUCO
ABXDB
ABYKQ
ACDAQ
ACHRH
ACIWK
ACNTT
ACRLP
ADBBV
ADEZE
ADMUD
AEBSH
AEKER
AFKWA
AFTJW
AGHFR
AGJBL
AGUBO
AGUMN
AGYEJ
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
AKYCK
ALEQD
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AOMHK
APLSM
ASPBG
AVARZ
AVWKF
AXJTR
AZFZN
BKOJK
BKOMP
BLXMC
BNSAS
CS3
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
HAMUX
HVGLF
HZ~
H~9
IHE
J1W
KOM
M41
MO0
N9A
O-L
O9-
OAUVE
OHT
OZT
P-8
P-9
P2P
PC.
PQQKQ
PRBVW
PZZ
Q38
R2-
RIG
ROL
RPZ
RWL
RXW
SCC
SDF
SDG
SDP
SES
SEW
SPCBC
SSB
SSD
SSL
SSO
SSZ
T5K
TAE
TN5
ZCA
~G-
AATTM
AAXKI
AAYWO
AAYXX
ABWVN
ACRPL
ADNMO
AEIPS
AFJKZ
AGCQF
AGQPQ
AIIUN
ANKPU
APXCP
CITATION
EFKBS
1XC
AFXIZ
BNPGV
SSH
ID FETCH-LOGICAL-c430t-f5574c617e701bcf918a0ae5081079050e661169c1ddb7c9dbd16fc36e28f6313
IEDL.DBID .~1
ISSN 1366-5545
IngestDate Fri May 09 12:27:50 EDT 2025
Thu Apr 24 23:09:27 EDT 2025
Tue Aug 12 02:43:04 EDT 2025
Fri Feb 23 02:39:57 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Industry 4.0
Cloud supply chain
Supply chain-as-a-service
Viability
Reconfigurable supply chain
Digital supply chain
Language English
License Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c430t-f5574c617e701bcf918a0ae5081079050e661169c1ddb7c9dbd16fc36e28f6313
ORCID 0000-0003-0527-4716
ParticipantIDs hal_primary_oai_HAL_hal_03982048v1
crossref_citationtrail_10_1016_j_tre_2022_102676
crossref_primary_10_1016_j_tre_2022_102676
elsevier_sciencedirect_doi_10_1016_j_tre_2022_102676
PublicationCentury 2000
PublicationDate April 2022
2022-04-00
2022-04
PublicationDateYYYYMMDD 2022-04-01
PublicationDate_xml – month: 04
  year: 2022
  text: April 2022
PublicationDecade 2020
PublicationTitle Transportation research. Part E, Logistics and transportation review
PublicationYear 2022
Publisher Elsevier Ltd
Elsevier
Publisher_xml – name: Elsevier Ltd
– name: Elsevier
References Siemens (2022). MindSphere. https://siemens.mindsphere.io/en, (accessed on January 4, 2022).
Xu, Choi (b0400) 2021; 155
Choi, Chow, Shen, Wan (b0065) 2017; 47
Kusiak (b0250) 2022; 60
Amazon (2022). The ecommerce fulfillment guide to grow your business. https://sell.amazon.com/learn/ecommerce-fulfillment?ref_=sdus_fba_ecommf_what_h1 (accessed on January 4, 2022).
Choi, Shi (b0095) 2022
Shen, Dong, Minner (b0335) 2022; 31
Ivanov, Dolgui (b0205) 2021
Camarinha-Matos, Afsarmanesh (b0035) 2005; 16
Dubey, Gunasekaran, Childe, Fosso Wamba, Roubaud, Foropon (b0120) 2021; 59
Liu, W., Shanthikumar, J.G., Lee, P., T.-W., Li, X., Zhou, L. (2021). Special issue editorial: Smart supply chains and intelligent logistics services. Transportation Research Part E: Logistics and Transportation Review, 147, 102256.
Shen, Choi, Chan (b0330) 2019; 144
SupplyOn (2022). https://www.supplyon.com/en/ (accessed on January 4, 2022).
Cai, Choi, Zhang (b0040) 2021; 52
Cao, Tang, Perera, Zhang (b0045) 2022; 157
Sawik (b0320) 2022; 109
Ivanov D. (2021c) Introduction to Supply Chain Resilience, Springer Nature, Cham.
Ivanov, Dolgui, Sokolov (b0210) 2019; 57
Dolgui, Ivanov (b0100) 2022; 60
Hosseini, Ivanov, Blackhurst (b0145) 2020
EC (2021a). Industry 5.0: Towards more sustainable, resilient and human-centric industry. https://ec.europa.eu/info/news/industry-50-towards-more-sustainable-resilient-and-human-centric-industry-2021-jan-07_en, accessed on November 11, 2021.
EC (2021b). Industry 5.0. https://ec.europa.eu/info/publications/industry-50_de, accessed on November 14, 2021.
Ivanov (b0170) 2021
Xiao, Y. (2022). The art of manufacturing electronic vehicles: Seres Automobile lays the foundation for its supply chain together with SupplyOn. https://www.supplyon.com/en/blog/manufacturing-electronic-vehicles-seres-automobile-lays-supply-chain-foundation-via-supplyon/, (accessed on January 4, 2022).
Choi, Kumar, Yue, Chan (b0090) 2022; 31
Ralston, Blackhurst (b0300) 2020; 58
Ivanov, Dolgui (b0200) 2020; 58
Ivanov (b0165) 2020
Tang, Veelenturf (b0355) 2019; 129
KPMG (2022). Supply chain 'as a service' platforms. https://advisory.kpmg.us/insights/future-supply-chain/supply-chain-as-a-service.html.
Rozhkov, Ivanov, Blackhurst, Nair (b9000) 2022; 110
Ivanov (b0185) 2021
Choi, Guo, Liu, Shi (b0085) 2020; 284
Azadegan, Dooley (b0015) 2021; 57
Ivanov, Sokolov, Kaeschel (b0230) 2010; 200
Sokolov B., Ivanov, D., Dolgui A. (Eds) (2020).
Ivanov (b0155) 2009; 47
Brintrup, Pak, Ratiney, Pearce, Wichmann, Woodall, McFarlane (b0025) 2020; 58
Ruel, El Baz, Ivanov, Das (b0305) 2021
Hosseini, Ivanov, Dolgui (b0150) 2019; 125
Ivanov, Arkhipov, Sokolov (b0190) 2007; 11
Yang, Kumara, Bukkapatnam, Tsung (b0405) 2019; 51
Zhang, Wang, Farooque, Wang, Choi (b0420) 2021; 155
Aldrighetti, Battini, Ivanov, Zennaro (b0010) 2021; 235
Dolgui, Sgarbossa, Simonetto (b0115) 2022; 60
Ivanov, Tang, Dolgui, Battini, Das (b0235) 2021; 59
Dolgui, Ivanov, Sokolov (b0110) 2020; 58
Choi, Dooley, Rungtusanatham (b0055) 2001; 19
Ivanov (b0175) 2021; 59
Choi (b0070) 2019; 128
Ivanov, Dolgui, Sokolov, Werner, Ivanova (b0215) 2016; 54
Nair, Reed‐Tsochas (b0275) 2019; 65
Lücker, Chopra, Seifert (b0260) 2021; 30
Pirola, Boucher, Wiesner, Pezzotta (b0290) 2020; 123
Zeng, Chan, Pawar (b0410) 2020; 141
Nof (b0280) 2007; 31
Sawik (b0310) 2020
Hashemi-Petroodi, Thevenin, Kovalev, Dolgui (b0140) 2020; 49
Dutta, Choi, Somani, Butala (b0125) 2020; 142
Winkelhaus, Grosse (b0380) 2020; 58
Zheng, Ardolino, Bacchetti, Perona (b0425) 2021; 59
Tang, Ma, Dai, Choi (b0360) 2021; 52
Open Manufacturing (2022). https://open-manufacturing.org/ (accessed on January 4, 2022).
Zouari, Ruel, Viale (b0430) 2021; 51
Bigcommerce (2022). Leveraging Amazon FBA for Your Online Sales Success. https://www.bigcommerce.com/blog/amazon-fba/ (accessed on January 4, 2022).
Burgos, Ivanov (b0030) 2021; 152
Ivanov, Blackhurst, Das (b0195) 2021; 51
Kusiak (b0245) 2020; 58
Wu, Choi (b0385) 2005; 24
Dolgui, Ivanov, Potryasaev, Sokolov, Ivanova, Werner (b0105) 2020; 58
Moghaddam, Nof (b0265) 2018; 56
Mourtzis, D. (2022). Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology. Elsevier, Amsterdam.
Cheung, Bell, Bhattacharjya (b0050) 2021; 146
Wang, Y., S. W. Wallace, B. Shen, T.-M. Choi (2015). Service Supply Chain Management: A Review on Operational Models. European Journal of Operational Research. 247(3), 685-698, 2015.
Choi, Cheng, Zhao (b0060) 2016; 25
UPS (2022). Industrial 3D Printing. https://www.ups.com/de/en/supplychain/solutions/3d-printing.page?loc=en_DE, (accessed on January 5, 2022).
Ivanov, D. (2018). Structural Dynamics and Resilience in Supply Chain Risk Management. Springer, New York.
Queiroz, Telles, Bonilla (b0295) 2019; 25
Shen, Xu, Guo (b0325) 2019; 131
Springer, New York.
Ivanov, Sokolov, Chen, Dolgui, Werner, Potryasaev (b0225) 2021; 53
Choi (b0075) 2020; 140
Xu (b0395) 2012; 28
Zhang, Luo, Tao, Li, Ren, Zhang, Guo, Cheng, Hu, Liu (b0415) 2014; 8
Ivanov, Sokolov (b0220) 2012; 50
Choi (b0080) 2021
Wang, Chen, Zghari-Sales (b0375) 2021; 59
Sawik, T. (2020b). Supply chain disruption management (2nd ed.). Springer.
Cai (10.1016/j.tre.2022.102676_b0040) 2021; 52
Zouari (10.1016/j.tre.2022.102676_b0430) 2021; 51
Shen (10.1016/j.tre.2022.102676_b0330) 2019; 144
10.1016/j.tre.2022.102676_b0160
Sawik (10.1016/j.tre.2022.102676_b0310) 2020
Xu (10.1016/j.tre.2022.102676_b0395) 2012; 28
Hosseini (10.1016/j.tre.2022.102676_b0150) 2019; 125
10.1016/j.tre.2022.102676_b0285
Sawik (10.1016/j.tre.2022.102676_b0320) 2022; 109
Choi (10.1016/j.tre.2022.102676_b0080) 2021
10.1016/j.tre.2022.102676_b0240
10.1016/j.tre.2022.102676_b0005
Tang (10.1016/j.tre.2022.102676_b0355) 2019; 129
Ivanov (10.1016/j.tre.2022.102676_b0225) 2021; 53
10.1016/j.tre.2022.102676_b0365
Hosseini (10.1016/j.tre.2022.102676_b0145) 2020
Yang (10.1016/j.tre.2022.102676_b0405) 2019; 51
Ivanov (10.1016/j.tre.2022.102676_b0155) 2009; 47
Nair (10.1016/j.tre.2022.102676_b0275) 2019; 65
Cao (10.1016/j.tre.2022.102676_b0045) 2022; 157
Choi (10.1016/j.tre.2022.102676_b0075) 2020; 140
Dolgui (10.1016/j.tre.2022.102676_b0100) 2022; 60
Ivanov (10.1016/j.tre.2022.102676_b0175) 2021; 59
Moghaddam (10.1016/j.tre.2022.102676_b0265) 2018; 56
10.1016/j.tre.2022.102676_b0270
Choi (10.1016/j.tre.2022.102676_b0090) 2022; 31
10.1016/j.tre.2022.102676_b0390
Ivanov (10.1016/j.tre.2022.102676_b0210) 2019; 57
Dolgui (10.1016/j.tre.2022.102676_b0105) 2020; 58
Ivanov (10.1016/j.tre.2022.102676_b0220) 2012; 50
10.1016/j.tre.2022.102676_b0350
Wu (10.1016/j.tre.2022.102676_b0385) 2005; 24
Dutta (10.1016/j.tre.2022.102676_b0125) 2020; 142
Nof (10.1016/j.tre.2022.102676_b0280) 2007; 31
10.1016/j.tre.2022.102676_b0315
Lücker (10.1016/j.tre.2022.102676_b0260) 2021; 30
Pirola (10.1016/j.tre.2022.102676_b0290) 2020; 123
Cheung (10.1016/j.tre.2022.102676_b0050) 2021; 146
Ivanov (10.1016/j.tre.2022.102676_b0215) 2016; 54
Ivanov (10.1016/j.tre.2022.102676_b0195) 2021; 51
Hashemi-Petroodi (10.1016/j.tre.2022.102676_b0140) 2020; 49
Ivanov (10.1016/j.tre.2022.102676_b0190) 2007; 11
10.1016/j.tre.2022.102676_b0180
Choi (10.1016/j.tre.2022.102676_b0095) 2022
Kusiak (10.1016/j.tre.2022.102676_b0245) 2020; 58
Shen (10.1016/j.tre.2022.102676_b0325) 2019; 131
Camarinha-Matos (10.1016/j.tre.2022.102676_b0035) 2005; 16
Shen (10.1016/j.tre.2022.102676_b0335) 2022; 31
10.1016/j.tre.2022.102676_b0340
10.1016/j.tre.2022.102676_b0020
10.1016/j.tre.2022.102676_b0345
Xu (10.1016/j.tre.2022.102676_b0400) 2021; 155
Burgos (10.1016/j.tre.2022.102676_b0030) 2021; 152
Ivanov (10.1016/j.tre.2022.102676_b0205) 2021
Choi (10.1016/j.tre.2022.102676_b0055) 2001; 19
Azadegan (10.1016/j.tre.2022.102676_b0015) 2021; 57
Zeng (10.1016/j.tre.2022.102676_b0410) 2020; 141
Zheng (10.1016/j.tre.2022.102676_b0425) 2021; 59
Ivanov (10.1016/j.tre.2022.102676_b0235) 2021; 59
Ivanov (10.1016/j.tre.2022.102676_b0165) 2020
Ralston (10.1016/j.tre.2022.102676_b0300) 2020; 58
Brintrup (10.1016/j.tre.2022.102676_b0025) 2020; 58
Choi (10.1016/j.tre.2022.102676_b0070) 2019; 128
Choi (10.1016/j.tre.2022.102676_b0060) 2016; 25
Ivanov (10.1016/j.tre.2022.102676_b0185) 2021
Zhang (10.1016/j.tre.2022.102676_b0420) 2021; 155
Ivanov (10.1016/j.tre.2022.102676_b0200) 2020; 58
Ruel (10.1016/j.tre.2022.102676_b0305) 2021
10.1016/j.tre.2022.102676_b0370
Choi (10.1016/j.tre.2022.102676_b0085) 2020; 284
Dubey (10.1016/j.tre.2022.102676_b0120) 2021; 59
Ivanov (10.1016/j.tre.2022.102676_b0170) 2021
10.1016/j.tre.2022.102676_b0130
Ivanov (10.1016/j.tre.2022.102676_b0230) 2010; 200
10.1016/j.tre.2022.102676_b0135
Tang (10.1016/j.tre.2022.102676_b0360) 2021; 52
10.1016/j.tre.2022.102676_b0255
Dolgui (10.1016/j.tre.2022.102676_b0115) 2022; 60
Winkelhaus (10.1016/j.tre.2022.102676_b0380) 2020; 58
Choi (10.1016/j.tre.2022.102676_b0065) 2017; 47
Kusiak (10.1016/j.tre.2022.102676_b0250) 2022; 60
Wang (10.1016/j.tre.2022.102676_b0375) 2021; 59
Dolgui (10.1016/j.tre.2022.102676_b0110) 2020; 58
Aldrighetti (10.1016/j.tre.2022.102676_b0010) 2021; 235
Rozhkov (10.1016/j.tre.2022.102676_b9000) 2022; 110
Zhang (10.1016/j.tre.2022.102676_b0415) 2014; 8
Queiroz (10.1016/j.tre.2022.102676_b0295) 2019; 25
References_xml – volume: 131
  start-page: 153
  year: 2019
  end-page: 167
  ident: b0325
  article-title: The Impacts of Logistics Services on Short Life Cycle Products in a Global Supply Chain
  publication-title: Transportation Research - Part E: Logistics and Transportation Review.
– year: 2021
  ident: b0080
  article-title: Fighting Against COVID-19: What Operations Research Can Help and the Sense-and-Respond Framework
  publication-title: Annals of Operations Research
– reference: SupplyOn (2022). https://www.supplyon.com/en/ (accessed on January 4, 2022).
– volume: 152
  year: 2021
  ident: b0030
  article-title: Food Retail Supply Chain Resilience and the COVID-19 Pandemic: A Digital Twin-Based Impact Analysis and Improvement Directions. Transportation Research – Part E
  publication-title: Logistics and Transportation Review
– volume: 28
  start-page: 75
  year: 2012
  end-page: 86
  ident: b0395
  article-title: From cloud computing to cloud manufacturing
  publication-title: Robotics and Computer-Integrated Manufacturing.
– volume: 128
  start-page: 17
  year: 2019
  end-page: 29
  ident: b0070
  article-title: Blockchain-technology-supported platforms for diamond authentication and certification in luxury supply chains
  publication-title: Transportation Research Part E: Logistics and Transportation Review
– reference: Mourtzis, D. (2022). Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology. Elsevier, Amsterdam.
– volume: 284
  start-page: 1031
  year: 2020
  end-page: 1042
  ident: b0085
  article-title: Optimal Pricing in On-Demand-Service-Platform-Operations with Hired Agents and Risk-Sensitive Customers in the Blockchain Era
  publication-title: European Journal of Operational Research
– volume: 141
  year: 2020
  ident: b0410
  article-title: The adoption of open platform for container bookings in the maritime supply chain
  publication-title: Transportation Research Part E: Logistics and Transportation Review
– volume: 57
  start-page: 17
  year: 2021
  end-page: 26
  ident: b0015
  article-title: A typology of supply network resilience strategies: complex collaborations in a complex world
  publication-title: Journal of Supply Chain Management
– volume: 30
  start-page: 941
  year: 2021
  end-page: 964
  ident: b0260
  article-title: Mitigating product shortages due to disruptions in multi-stage supply chains
  publication-title: Production and Operations Management
– volume: 51
  start-page: 149
  year: 2021
  end-page: 180
  ident: b0430
  article-title: Does digitalising the supply chain contribute to its resilience?
  publication-title: International Journal of Physical Distribution and Logistics Management
– volume: 54
  start-page: 386
  year: 2016
  end-page: 402
  ident: b0215
  article-title: A dynamic model and an algorithm for short-term supply chain scheduling in the smart factory Industry 4.0
  publication-title: International Journal of Production Research
– volume: 59
  start-page: 1922
  year: 2021
  end-page: 1954
  ident: b0425
  article-title: The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review
  publication-title: International Journal of Production Research
– volume: 110
  year: 2022
  ident: b9000
  article-title: Adapting supply chain operations in anticipation of and during the COVID-19 pandemic
  publication-title: Omega
– volume: 58
  start-page: 3330
  year: 2020
  end-page: 3341
  ident: b0025
  article-title: Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing
  publication-title: International Journal of Production Research
– volume: 31
  start-page: 9
  year: 2022
  end-page: 31
  ident: b0090
  article-title: Disruptive technologies and operations management in the Industry 4.0 era and beyond
  publication-title: Production and Operations Management
– volume: 58
  start-page: 5006
  year: 2020
  end-page: 5019
  ident: b0300
  article-title: Industry 4.0 and resilience in the supply chain: a driver of capability enhancement or capability loss?
  publication-title: International Journal of Production Research
– volume: 59
  start-page: 2055
  year: 2021
  end-page: 2078
  ident: b0235
  article-title: Researchers’ Perspectives on Industry 4.0: Multi-Disciplinary Analysis and Opportunities for Operations Management
  publication-title: International Journal of Production Research
– volume: 60
  start-page: 184
  year: 2022
  end-page: 210
  ident: b0115
  article-title: Design and management of assembly systems 4.0: systematic literature review and research agenda
  publication-title: International Journal of Production Research
– volume: 51
  start-page: 97
  year: 2021
  end-page: 103
  ident: b0195
  article-title: Supply Chain Resilience and its Interplay with Digital Technologies: Making innovations work in emergency situations
  publication-title: International Journal of Physical Distribution & Logistics Management
– volume: 109
  start-page: 102596
  year: 2022
  ident: b0320
  article-title: Stochastic Optimization of Supply Chain Resilience under Ripple Effect: A COVID-19 Pandemic Related Study
  publication-title: Omega
– volume: 144
  start-page: 412
  year: 2019
  end-page: 420
  ident: b0330
  article-title: Selling Green First or Not? A Bayesian Analysis with Service Levels and Environmental Impact Considerations in the Big Data Era
  publication-title: Technological Forecasting and Social Change.
– reference: Amazon (2022). The ecommerce fulfillment guide to grow your business. https://sell.amazon.com/learn/ecommerce-fulfillment?ref_=sdus_fba_ecommf_what_h1 (accessed on January 4, 2022).
– volume: 47
  start-page: 2896
  year: 2017
  end-page: 2907
  ident: b0065
  article-title: Service Quality Gap Analysis of Fashion Boutique Operations: An Empirical and Analytical Study
  publication-title: IEEE Transactions on Systems, Man, and Cybernetics: Systems.
– reference: Liu, W., Shanthikumar, J.G., Lee, P., T.-W., Li, X., Zhou, L. (2021). Special issue editorial: Smart supply chains and intelligent logistics services. Transportation Research Part E: Logistics and Transportation Review, 147, 102256.
– volume: 52
  start-page: 1071
  year: 2021
  end-page: 1108
  ident: b0360
  article-title: Upstream or downstream: who should provide trade-in services in dyadic supply chains?
  publication-title: Decision Sciences
– volume: 155
  start-page: 102491
  year: 2021
  ident: b0400
  article-title: Supply chain operations with online platforms under the cap-and-trade regulation: Impacts of using blockchain technology
  publication-title: Transportation Research Part E
– volume: 49
  start-page: 264
  year: 2020
  end-page: 276
  ident: b0140
  article-title: Operations management issues in design and control of hybrid human-robot collaborative manufacturing systems: a survey
  publication-title: Annu. Rev. Control
– volume: 123
  start-page: 103301
  year: 2020
  ident: b0290
  article-title: Digital technologies in product-service systems: a literature review and a research agenda
  publication-title: Computers in Industry
– volume: 157
  year: 2022
  ident: b0045
  article-title: Manufacturer- versus retailer-initiated bundling: Implications for the supply chain
  publication-title: Transportation Research Part E: Logistics and Transportation Review
– reference: Open Manufacturing (2022). https://open-manufacturing.org/ (accessed on January 4, 2022).
– volume: 25
  start-page: 241
  year: 2019
  end-page: 254
  ident: b0295
  article-title: Blockchain and supply chain management integration: a systematic review of the literature
  publication-title: Supply Chain Management
– year: 2022
  ident: b0095
  article-title: On-demand-ride-hailing-service platforms with hired drivers during coronavirus (COVID-19) outbreak: Can blockchain help?
  publication-title: IEEE Transactions on Engineering Management
– volume: 129
  start-page: 1
  year: 2019
  end-page: 11
  ident: b0355
  article-title: The strategic role of logistics in the Industry 4.0 era
  publication-title: Transportation Research Part E: Logistics and Transportation Review
– volume: 235
  start-page: 108103
  year: 2021
  ident: b0010
  article-title: Costs of resilience and disruptions in supply chain network design models: a review and future research directions
  publication-title: International Journal of Production Economics
– volume: 31
  start-page: 138
  year: 2022
  end-page: 154
  ident: b0335
  article-title: Combating Copycats in the Supply Chain with Permissioned Blockchain Technology
  publication-title: Production and Operations Management
– volume: 51
  start-page: 1190
  year: 2019
  end-page: 1216
  ident: b0405
  article-title: The internet of things for smart manufacturing: A review
  publication-title: IISE Transactions
– volume: 59
  start-page: 1450
  year: 2021
  end-page: 1475
  ident: b0375
  article-title: Designing a blockchain enabled supply chain
  publication-title: International Journal of Production Research
– reference: EC (2021b). Industry 5.0. https://ec.europa.eu/info/publications/industry-50_de, accessed on November 14, 2021.
– year: 2021
  ident: b0170
  article-title: Digital supply chain management and technology to enhance resilience by building and using end-to-end visibility during the COVID-19 pandemic
  publication-title: IEEE Transactions on Engineering Management
– reference: KPMG (2022). Supply chain 'as a service' platforms. https://advisory.kpmg.us/insights/future-supply-chain/supply-chain-as-a-service.html.
– volume: 56
  start-page: 677
  year: 2018
  end-page: 691
  ident: b0265
  article-title: Collaborative Service-Component Integration in Cloud Manufacturing
  publication-title: International Journal of Production Research
– reference: Sokolov B., Ivanov, D., Dolgui A. (Eds) (2020).
– reference: Ivanov D. (2021c) Introduction to Supply Chain Resilience, Springer Nature, Cham.
– volume: 59
  start-page: 3535
  year: 2021
  end-page: 3552
  ident: b0175
  article-title: Supply Chain Viability and the COVID-19 Pandemic: A Conceptual and Formal Generalisation of Four Major Adaptation Strategies
  publication-title: International Journal of Production Research
– volume: 24
  start-page: 27
  year: 2005
  end-page: 52
  ident: b0385
  article-title: Supplier–supplier relationships in the buyer–supplier triad: Building theories from eight case studies
  publication-title: Journal of Operations Management
– year: 2020
  ident: b0310
  article-title: A linear model for optimal cybersecurity investment in Industry 4.0 supply chains
  publication-title: International Journal of Production Research
– volume: 31
  start-page: 281
  year: 2007
  end-page: 292
  ident: b0280
  article-title: “Collaborative control theory for e-work, e-production, and e-service
  publication-title: Ann Reviews in Control
– volume: 52
  start-page: 866
  year: 2021
  end-page: 892
  ident: b0040
  article-title: Platform supported supply chain operations in the blockchain era: supply contracting and moral hazards
  publication-title: Decision Sciences
– volume: 60
  start-page: 349
  year: 2022
  end-page: 360
  ident: b0250
  article-title: From digital to universal manufacturing
  publication-title: International Journal of Production Research
– volume: 146
  year: 2021
  ident: b0050
  article-title: Cybersecurity in logistics and supply chain management: An overview and future research directions
  publication-title: Transportation Research Part E: Logistics and Transportation Review
– reference: EC (2021a). Industry 5.0: Towards more sustainable, resilient and human-centric industry. https://ec.europa.eu/info/news/industry-50-towards-more-sustainable-resilient-and-human-centric-industry-2021-jan-07_en, accessed on November 11, 2021.
– volume: 8
  start-page: 167
  year: 2014
  end-page: 187
  ident: b0415
  article-title: Cloud manufacturing: a new manufacturing paradigm
  publication-title: Enterprise Information Systems.
– volume: 58
  start-page: 4138
  year: 2020
  end-page: 4163
  ident: b0110
  article-title: Reconfigurable supply chain: The X-Network
  publication-title: International Journal of Production Research
– reference: Bigcommerce (2022). Leveraging Amazon FBA for Your Online Sales Success. https://www.bigcommerce.com/blog/amazon-fba/ (accessed on January 4, 2022).
– volume: 47
  start-page: 1153
  year: 2009
  end-page: 1173
  ident: b0155
  article-title: DIMA – A Research Methodology for Comprehensive Multi-Disciplinary Modelling of Production and Logistics Networks
  publication-title: International Journal of Production Research
– reference: Xiao, Y. (2022). The art of manufacturing electronic vehicles: Seres Automobile lays the foundation for its supply chain together with SupplyOn. https://www.supplyon.com/en/blog/manufacturing-electronic-vehicles-seres-automobile-lays-supply-chain-foundation-via-supplyon/, (accessed on January 4, 2022).
– volume: 16
  start-page: 439
  year: 2005
  end-page: 452
  ident: b0035
  article-title: Collaborative networks: a new scientific discipline
  publication-title: Journal of Intelligent Manufacturing
– year: 2020
  ident: b0165
  article-title: Viable Supply Chain Model: Integrating agility, resilience and sustainability perspectives – lessons from and thinking beyond the COVID-19 pandemic
  publication-title: Annals of Operations Research
– year: 2021
  ident: b0205
  article-title: Stress testing supply chains and creating viable ecosystems
  publication-title: Operations Management Research
– volume: 155
  year: 2021
  ident: b0420
  article-title: Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research
  publication-title: Transportation Research Part E: Logistics and Transportation Review
– reference: UPS (2022). Industrial 3D Printing. https://www.ups.com/de/en/supplychain/solutions/3d-printing.page?loc=en_DE, (accessed on January 5, 2022).
– volume: 58
  start-page: 4647
  year: 2020
  end-page: 4658
  ident: b0245
  article-title: Open manufacturing: A design-for-resilience approach
  publication-title: International Journal of Production Research
– reference: Siemens (2022). MindSphere. https://siemens.mindsphere.io/en, (accessed on January 4, 2022).
– volume: 19
  start-page: 351
  year: 2001
  end-page: 366
  ident: b0055
  article-title: Supply networks and complex adaptive systems: control versus emergence
  publication-title: J Oper Manag
– volume: 25
  start-page: 379
  year: 2016
  end-page: 389
  ident: b0060
  article-title: Multi-Methodological Research in Operations Management
  publication-title: Production and Operations Management
– reference: . Springer, New York.
– volume: 140
  year: 2020
  ident: b0075
  article-title: Risk analysis in logistics systems: A research agenda during and after the COVID-19 pandemic
  publication-title: Transportation Research Part E: Logistics and Transportation
– volume: 59
  start-page: 110
  year: 2021
  end-page: 128
  ident: b0120
  article-title: Empirical Investigation of Data Analytics Capability and Organizational Flexibility as Complements to Supply Chain Resilience
  publication-title: International Journal of Production Research
– volume: 65
  start-page: 80
  year: 2019
  end-page: 92
  ident: b0275
  article-title: Revisiting the complex adaptive systems paradigm: Leading perspectives for researching operations and supply chain management issues
  publication-title: J Oper Man
– reference: Sawik, T. (2020b). Supply chain disruption management (2nd ed.). Springer.
– volume: 58
  start-page: 18
  year: 2020
  end-page: 43
  ident: b0380
  article-title: Logistics 4.0: a systematic review towards a new logistics system
  publication-title: International Journal of Production Research
– volume: 58
  start-page: 2184
  year: 2020
  end-page: 2199
  ident: b0105
  article-title: Blockchain-oriented dynamic modelling of smart contract design and execution control in the supply chain
  publication-title: International Journal of Production Research
– year: 2021
  ident: b0185
  article-title: Lean Resilience: AURA (Active Usage of Resilience Assets) Framework for Post-COVID-19 Supply Chain Management
  publication-title: International Journal of Logistics Management
– reference: Ivanov, D. (2018). Structural Dynamics and Resilience in Supply Chain Risk Management. Springer, New York.
– volume: 57
  start-page: 829
  year: 2019
  end-page: 846
  ident: b0210
  article-title: The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics
  publication-title: International Journal of Production Research
– volume: 200
  start-page: 409
  year: 2010
  end-page: 420
  ident: b0230
  article-title: A multi-structural framework for adaptive supply chain planning and operations control with structure dynamics considerations
  publication-title: European Journal of Operational Research
– year: 2021
  ident: b0305
  article-title: Supply Chain Viability: Conceptualization, Measurement, and Nomological Validation
  publication-title: Annals of Operations Research
– volume: 142
  year: 2020
  ident: b0125
  article-title: Blockchain technology in supply chain operations: Applications, challenges and research opportunities
  publication-title: Transportation Research Part E: Logistics and Transportation Review
– volume: 60
  start-page: 442
  year: 2022
  end-page: 451
  ident: b0100
  article-title: 5G in Digital Supply Chain and Operations Management: Fostering Flexibility, End-to-End Connectivity and Real-Time Visibility through Internet-of-Everything
  publication-title: International Journal of Production Research
– volume: 50
  start-page: 6133
  year: 2012
  end-page: 6149
  ident: b0220
  article-title: Structure dynamics control approach to supply chain planning and adaptation
  publication-title: International Journal of Production Research
– volume: 125
  start-page: 285
  year: 2019
  end-page: 307
  ident: b0150
  article-title: Review of quantitative methods for supply chain resilience analysis
  publication-title: Transportation Research: Part E
– reference: Wang, Y., S. W. Wallace, B. Shen, T.-M. Choi (2015). Service Supply Chain Management: A Review on Operational Models. European Journal of Operational Research. 247(3), 685-698, 2015.
– volume: 53
  start-page: 21
  year: 2021
  end-page: 38
  ident: b0225
  article-title: A control approach to scheduling flexibly configurable jobs with dynamic structural-logical constraints
  publication-title: IISE Transactions
– year: 2020
  ident: b0145
  article-title: Conceptualization and measurement of supply chain resilience in an open-system context
  publication-title: IEEE Transactions on Engineering Management
– volume: 58
  start-page: 2904
  year: 2020
  end-page: 2915
  ident: b0200
  article-title: Viability of intertwined supply networks: Extending the sup-ply chain resilience angles towards survivability: A position paper motivated by COVID-19 outbreak
  publication-title: International Journal of Production Research
– volume: 11
  start-page: 209
  year: 2007
  end-page: 227
  ident: b0190
  article-title: Intelligent planning and control of manufacturing supply chains in virtual enterprises
  publication-title: International Journal of Manufacturing Technology and Management
– volume: 19
  start-page: 351
  issue: 3
  year: 2001
  ident: 10.1016/j.tre.2022.102676_b0055
  article-title: Supply networks and complex adaptive systems: control versus emergence
  publication-title: J Oper Manag
  doi: 10.1016/S0272-6963(00)00068-1
– ident: 10.1016/j.tre.2022.102676_b0340
– volume: 57
  start-page: 17
  issue: 1
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0015
  article-title: A typology of supply network resilience strategies: complex collaborations in a complex world
  publication-title: Journal of Supply Chain Management
  doi: 10.1111/jscm.12256
– volume: 31
  start-page: 138
  issue: 1
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b0335
  article-title: Combating Copycats in the Supply Chain with Permissioned Blockchain Technology
  publication-title: Production and Operations Management
  doi: 10.1111/poms.13456
– volume: 16
  start-page: 439
  issue: 4-5
  year: 2005
  ident: 10.1016/j.tre.2022.102676_b0035
  article-title: Collaborative networks: a new scientific discipline
  publication-title: Journal of Intelligent Manufacturing
  doi: 10.1007/s10845-005-1656-3
– year: 2021
  ident: 10.1016/j.tre.2022.102676_b0080
  article-title: Fighting Against COVID-19: What Operations Research Can Help and the Sense-and-Respond Framework
  publication-title: Annals of Operations Research
  doi: 10.1007/s10479-021-03973-w
– ident: 10.1016/j.tre.2022.102676_b0345
  doi: 10.1007/978-3-030-43177-8
– volume: 58
  start-page: 4138
  issue: 13
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0110
  article-title: Reconfigurable supply chain: The X-Network
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2020.1774679
– volume: 123
  start-page: 103301
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0290
  article-title: Digital technologies in product-service systems: a literature review and a research agenda
  publication-title: Computers in Industry
  doi: 10.1016/j.compind.2020.103301
– volume: 28
  start-page: 75
  year: 2012
  ident: 10.1016/j.tre.2022.102676_b0395
  article-title: From cloud computing to cloud manufacturing
  publication-title: Robotics and Computer-Integrated Manufacturing.
  doi: 10.1016/j.rcim.2011.07.002
– volume: 146
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0050
  article-title: Cybersecurity in logistics and supply chain management: An overview and future research directions
  publication-title: Transportation Research Part E: Logistics and Transportation Review
  doi: 10.1016/j.tre.2020.102217
– ident: 10.1016/j.tre.2022.102676_b0350
– volume: 52
  start-page: 1071
  issue: 5
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0360
  article-title: Upstream or downstream: who should provide trade-in services in dyadic supply chains?
  publication-title: Decision Sciences
  doi: 10.1111/deci.12476
– ident: 10.1016/j.tre.2022.102676_b0270
– volume: 109
  start-page: 102596
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b0320
  article-title: Stochastic Optimization of Supply Chain Resilience under Ripple Effect: A COVID-19 Pandemic Related Study
  publication-title: Omega
  doi: 10.1016/j.omega.2022.102596
– volume: 24
  start-page: 27
  issue: 2005
  year: 2005
  ident: 10.1016/j.tre.2022.102676_b0385
  article-title: Supplier–supplier relationships in the buyer–supplier triad: Building theories from eight case studies
  publication-title: Journal of Operations Management
  doi: 10.1016/j.jom.2005.02.001
– volume: 11
  start-page: 209
  issue: 2
  year: 2007
  ident: 10.1016/j.tre.2022.102676_b0190
  article-title: Intelligent planning and control of manufacturing supply chains in virtual enterprises
  publication-title: International Journal of Manufacturing Technology and Management
  doi: 10.1504/IJMTM.2007.013192
– volume: 65
  start-page: 80
  issue: 2
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0275
  article-title: Revisiting the complex adaptive systems paradigm: Leading perspectives for researching operations and supply chain management issues
  publication-title: J Oper Man
  doi: 10.1002/joom.1022
– volume: 284
  start-page: 1031
  issue: 3
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0085
  article-title: Optimal Pricing in On-Demand-Service-Platform-Operations with Hired Agents and Risk-Sensitive Customers in the Blockchain Era
  publication-title: European Journal of Operational Research
  doi: 10.1016/j.ejor.2020.01.049
– volume: 51
  start-page: 97
  issue: 2
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0195
  article-title: Supply Chain Resilience and its Interplay with Digital Technologies: Making innovations work in emergency situations
  publication-title: International Journal of Physical Distribution & Logistics Management
  doi: 10.1108/IJPDLM-03-2021-409
– volume: 30
  start-page: 941
  issue: 4
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0260
  article-title: Mitigating product shortages due to disruptions in multi-stage supply chains
  publication-title: Production and Operations Management
  doi: 10.1111/poms.13286
– volume: 128
  start-page: 17
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0070
  article-title: Blockchain-technology-supported platforms for diamond authentication and certification in luxury supply chains
  publication-title: Transportation Research Part E: Logistics and Transportation Review
  doi: 10.1016/j.tre.2019.05.011
– year: 2021
  ident: 10.1016/j.tre.2022.102676_b0185
  article-title: Lean Resilience: AURA (Active Usage of Resilience Assets) Framework for Post-COVID-19 Supply Chain Management
  publication-title: International Journal of Logistics Management
– volume: 58
  start-page: 5006
  issue: 16
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0300
  article-title: Industry 4.0 and resilience in the supply chain: a driver of capability enhancement or capability loss?
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2020.1736724
– volume: 141
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0410
  article-title: The adoption of open platform for container bookings in the maritime supply chain
  publication-title: Transportation Research Part E: Logistics and Transportation Review
  doi: 10.1016/j.tre.2020.102019
– ident: 10.1016/j.tre.2022.102676_b0020
– year: 2021
  ident: 10.1016/j.tre.2022.102676_b0205
  article-title: Stress testing supply chains and creating viable ecosystems
  publication-title: Operations Management Research
– volume: 25
  start-page: 379
  issue: 3
  year: 2016
  ident: 10.1016/j.tre.2022.102676_b0060
  article-title: Multi-Methodological Research in Operations Management
  publication-title: Production and Operations Management
  doi: 10.1111/poms.12534
– volume: 53
  start-page: 21
  issue: 1
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0225
  article-title: A control approach to scheduling flexibly configurable jobs with dynamic structural-logical constraints
  publication-title: IISE Transactions
  doi: 10.1080/24725854.2020.1739787
– volume: 47
  start-page: 2896
  issue: 11
  year: 2017
  ident: 10.1016/j.tre.2022.102676_b0065
  article-title: Service Quality Gap Analysis of Fashion Boutique Operations: An Empirical and Analytical Study
  publication-title: IEEE Transactions on Systems, Man, and Cybernetics: Systems.
  doi: 10.1109/TSMC.2016.2531687
– year: 2020
  ident: 10.1016/j.tre.2022.102676_b0165
  article-title: Viable Supply Chain Model: Integrating agility, resilience and sustainability perspectives – lessons from and thinking beyond the COVID-19 pandemic
  publication-title: Annals of Operations Research
– volume: 125
  start-page: 285
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0150
  article-title: Review of quantitative methods for supply chain resilience analysis
  publication-title: Transportation Research: Part E
  doi: 10.1016/j.tre.2019.03.001
– volume: 60
  start-page: 442
  issue: 2
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b0100
  article-title: 5G in Digital Supply Chain and Operations Management: Fostering Flexibility, End-to-End Connectivity and Real-Time Visibility through Internet-of-Everything
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2021.2002969
– volume: 49
  start-page: 264
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0140
  article-title: Operations management issues in design and control of hybrid human-robot collaborative manufacturing systems: a survey
  publication-title: Annu. Rev. Control
  doi: 10.1016/j.arcontrol.2020.04.009
– volume: 58
  start-page: 3330
  issue: 11
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0025
  article-title: Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2019.1685705
– ident: 10.1016/j.tre.2022.102676_b0255
  doi: 10.1016/j.tre.2021.102256
– volume: 59
  start-page: 110
  issue: 1
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0120
  article-title: Empirical Investigation of Data Analytics Capability and Organizational Flexibility as Complements to Supply Chain Resilience
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2019.1582820
– ident: 10.1016/j.tre.2022.102676_b0370
  doi: 10.1016/j.ejor.2015.05.053
– volume: 52
  start-page: 866
  issue: 4
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0040
  article-title: Platform supported supply chain operations in the blockchain era: supply contracting and moral hazards
  publication-title: Decision Sciences
  doi: 10.1111/deci.12475
– volume: 140
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0075
  article-title: Risk analysis in logistics systems: A research agenda during and after the COVID-19 pandemic
  publication-title: Transportation Research Part E: Logistics and Transportation
– volume: 59
  start-page: 2055
  issue: 7
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0235
  article-title: Researchers’ Perspectives on Industry 4.0: Multi-Disciplinary Analysis and Opportunities for Operations Management
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2020.1798035
– volume: 58
  start-page: 2904
  issue: 10
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0200
  article-title: Viability of intertwined supply networks: Extending the sup-ply chain resilience angles towards survivability: A position paper motivated by COVID-19 outbreak
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2020.1750727
– volume: 131
  start-page: 153
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0325
  article-title: The Impacts of Logistics Services on Short Life Cycle Products in a Global Supply Chain
  publication-title: Transportation Research - Part E: Logistics and Transportation Review.
  doi: 10.1016/j.tre.2019.07.013
– volume: 142
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0125
  article-title: Blockchain technology in supply chain operations: Applications, challenges and research opportunities
  publication-title: Transportation Research Part E: Logistics and Transportation Review
  doi: 10.1016/j.tre.2020.102067
– year: 2021
  ident: 10.1016/j.tre.2022.102676_b0305
  article-title: Supply Chain Viability: Conceptualization, Measurement, and Nomological Validation
  publication-title: Annals of Operations Research
– volume: 8
  start-page: 167
  issue: 2
  year: 2014
  ident: 10.1016/j.tre.2022.102676_b0415
  article-title: Cloud manufacturing: a new manufacturing paradigm
  publication-title: Enterprise Information Systems.
  doi: 10.1080/17517575.2012.683812
– volume: 144
  start-page: 412
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0330
  article-title: Selling Green First or Not? A Bayesian Analysis with Service Levels and Environmental Impact Considerations in the Big Data Era
  publication-title: Technological Forecasting and Social Change.
  doi: 10.1016/j.techfore.2017.09.003
– ident: 10.1016/j.tre.2022.102676_b0285
– volume: 50
  start-page: 6133
  issue: 21
  year: 2012
  ident: 10.1016/j.tre.2022.102676_b0220
  article-title: Structure dynamics control approach to supply chain planning and adaptation
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2012.693641
– volume: 58
  start-page: 2184
  issue: 7
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0105
  article-title: Blockchain-oriented dynamic modelling of smart contract design and execution control in the supply chain
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2019.1627439
– ident: 10.1016/j.tre.2022.102676_b0365
– volume: 110
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b9000
  article-title: Adapting supply chain operations in anticipation of and during the COVID-19 pandemic
  publication-title: Omega
  doi: 10.1016/j.omega.2022.102635
– volume: 200
  start-page: 409
  issue: 2
  year: 2010
  ident: 10.1016/j.tre.2022.102676_b0230
  article-title: A multi-structural framework for adaptive supply chain planning and operations control with structure dynamics considerations
  publication-title: European Journal of Operational Research
  doi: 10.1016/j.ejor.2009.01.002
– volume: 155
  start-page: 102491
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0400
  article-title: Supply chain operations with online platforms under the cap-and-trade regulation: Impacts of using blockchain technology
  publication-title: Transportation Research Part E
  doi: 10.1016/j.tre.2021.102491
– volume: 54
  start-page: 386
  issue: 2
  year: 2016
  ident: 10.1016/j.tre.2022.102676_b0215
  article-title: A dynamic model and an algorithm for short-term supply chain scheduling in the smart factory Industry 4.0
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2014.999958
– year: 2020
  ident: 10.1016/j.tre.2022.102676_b0145
  article-title: Conceptualization and measurement of supply chain resilience in an open-system context
  publication-title: IEEE Transactions on Engineering Management
– volume: 235
  start-page: 108103
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0010
  article-title: Costs of resilience and disruptions in supply chain network design models: a review and future research directions
  publication-title: International Journal of Production Economics
  doi: 10.1016/j.ijpe.2021.108103
– volume: 157
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b0045
  article-title: Manufacturer- versus retailer-initiated bundling: Implications for the supply chain
  publication-title: Transportation Research Part E: Logistics and Transportation Review
  doi: 10.1016/j.tre.2021.102552
– volume: 60
  start-page: 184
  issue: 1
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b0115
  article-title: Design and management of assembly systems 4.0: systematic literature review and research agenda
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2021.1990433
– ident: 10.1016/j.tre.2022.102676_b0130
– ident: 10.1016/j.tre.2022.102676_b0160
  doi: 10.1007/978-3-319-69305-7
– volume: 57
  start-page: 829
  issue: 3
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0210
  article-title: The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2018.1488086
– volume: 129
  start-page: 1
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0355
  article-title: The strategic role of logistics in the Industry 4.0 era
  publication-title: Transportation Research Part E: Logistics and Transportation Review
  doi: 10.1016/j.tre.2019.06.004
– volume: 51
  start-page: 1190
  issue: 11
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0405
  article-title: The internet of things for smart manufacturing: A review
  publication-title: IISE Transactions
  doi: 10.1080/24725854.2018.1555383
– volume: 47
  start-page: 1153
  issue: 5
  year: 2009
  ident: 10.1016/j.tre.2022.102676_b0155
  article-title: DIMA – A Research Methodology for Comprehensive Multi-Disciplinary Modelling of Production and Logistics Networks
  publication-title: International Journal of Production Research
  doi: 10.1080/00207540701557205
– ident: 10.1016/j.tre.2022.102676_b0390
– volume: 31
  start-page: 281
  issue: 2
  year: 2007
  ident: 10.1016/j.tre.2022.102676_b0280
  article-title: “Collaborative control theory for e-work, e-production, and e-service
  publication-title: Ann Reviews in Control
  doi: 10.1016/j.arcontrol.2007.08.002
– volume: 59
  start-page: 1922
  issue: 6
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0425
  article-title: The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2020.1824085
– volume: 58
  start-page: 4647
  issue: 15
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0245
  article-title: Open manufacturing: A design-for-resilience approach
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2020.1770894
– year: 2022
  ident: 10.1016/j.tre.2022.102676_b0095
  article-title: On-demand-ride-hailing-service platforms with hired drivers during coronavirus (COVID-19) outbreak: Can blockchain help?
  publication-title: IEEE Transactions on Engineering Management
– volume: 155
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0420
  article-title: Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research
  publication-title: Transportation Research Part E: Logistics and Transportation Review
  doi: 10.1016/j.tre.2021.102509
– volume: 59
  start-page: 1450
  issue: 5
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0375
  article-title: Designing a blockchain enabled supply chain
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2020.1824086
– volume: 152
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0030
  article-title: Food Retail Supply Chain Resilience and the COVID-19 Pandemic: A Digital Twin-Based Impact Analysis and Improvement Directions. Transportation Research – Part E
  publication-title: Logistics and Transportation Review
  doi: 10.1016/j.tre.2021.102412
– volume: 31
  start-page: 9
  issue: 1
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b0090
  article-title: Disruptive technologies and operations management in the Industry 4.0 era and beyond
  publication-title: Production and Operations Management
  doi: 10.1111/poms.13622
– volume: 25
  start-page: 241
  issue: 2
  year: 2019
  ident: 10.1016/j.tre.2022.102676_b0295
  article-title: Blockchain and supply chain management integration: a systematic review of the literature
  publication-title: Supply Chain Management
  doi: 10.1108/SCM-03-2018-0143
– ident: 10.1016/j.tre.2022.102676_b0315
  doi: 10.1007/978-3-030-44814-1
– ident: 10.1016/j.tre.2022.102676_b0135
– volume: 58
  start-page: 18
  issue: 1
  year: 2020
  ident: 10.1016/j.tre.2022.102676_b0380
  article-title: Logistics 4.0: a systematic review towards a new logistics system
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2019.1612964
– volume: 51
  start-page: 149
  issue: 2
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0430
  article-title: Does digitalising the supply chain contribute to its resilience?
  publication-title: International Journal of Physical Distribution and Logistics Management
  doi: 10.1108/IJPDLM-01-2020-0038
– year: 2020
  ident: 10.1016/j.tre.2022.102676_b0310
  article-title: A linear model for optimal cybersecurity investment in Industry 4.0 supply chains
  publication-title: International Journal of Production Research
– ident: 10.1016/j.tre.2022.102676_b0005
– volume: 56
  start-page: 677
  issue: 1-2
  year: 2018
  ident: 10.1016/j.tre.2022.102676_b0265
  article-title: Collaborative Service-Component Integration in Cloud Manufacturing
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2017.1374574
– year: 2021
  ident: 10.1016/j.tre.2022.102676_b0170
  article-title: Digital supply chain management and technology to enhance resilience by building and using end-to-end visibility during the COVID-19 pandemic
  publication-title: IEEE Transactions on Engineering Management
– ident: 10.1016/j.tre.2022.102676_b0240
– ident: 10.1016/j.tre.2022.102676_b0180
  doi: 10.1007/978-3-030-70490-2
– volume: 60
  start-page: 349
  issue: 1
  year: 2022
  ident: 10.1016/j.tre.2022.102676_b0250
  article-title: From digital to universal manufacturing
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2021.1948137
– volume: 59
  start-page: 3535
  issue: 12
  year: 2021
  ident: 10.1016/j.tre.2022.102676_b0175
  article-title: Supply Chain Viability and the COVID-19 Pandemic: A Conceptual and Formal Generalisation of Four Major Adaptation Strategies
  publication-title: International Journal of Production Research
  doi: 10.1080/00207543.2021.1890852
SSID ssj0001652
Score 2.6547415
Snippet •We introduce a notion of cloud supply chain.•Integrating Industry 4.0 and digital platforms.•Case-studies on “supply chain-as-a-service”•Generalized...
In this paper, we introduce cloud supply chain which is a business model based on cloud-enabled networking of some third-party physical and digital assets to...
SourceID hal
crossref
elsevier
SourceType Open Access Repository
Enrichment Source
Index Database
Publisher
StartPage 102676
SubjectTerms Automatic Control Engineering
Cloud supply chain
Computer Science
Digital supply chain
Industry 4.0
Operations Research
Reconfigurable supply chain
Supply chain-as-a-service
Viability
Title Cloud supply chain: Integrating Industry 4.0 and digital platforms in the “Supply Chain-as-a-Service”
URI https://dx.doi.org/10.1016/j.tre.2022.102676
https://hal.science/hal-03982048
Volume 160
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwELYovbQHxKMVFIosVPWAZNZeO_aG2yoCLRRWVQGJW-RHAqlWYbUbkPaC-CH0z_FL8CQODwlx6ClKZI8iz2TmczzzDUI_OJCM5zwmjipFhPQYzvgoRrg3Hpr5DTQXUJx8PJSDM3F4Hp3PoaSthYG0yuD7G59ee-vwpBNWszMuis4J41JG0CIbqk1UXcQnhAIr37l9TvNgsu66A4MJjG5PNuscr2oCTJndLhAYSKAdeTs2fbhs_7LWUWd_ES0EuIj7zRstobmsXEafX5AILqPV45poezLDP_FQe8PB4XtdQUUyurp2eAqdO2fYXuqi3MUHgSDCT8ahcccMix2KdemwKy6giwgej3QFcHaKixJ7jIgf7u5PGjEJiCF6SjQJjubh7t8XdLa_d5oMSOitQKzgtCJ5FClhPXzJFGXG5jHraaozD9f8fjCmEc184GYytsw5o2zsjGMyt1xm3V4uOeNf0Xx5VWarCMfKiEhR4wztCaeVibmV2uveRQZO-dYQbVc1tYF4HPpfjNI2w-xv6hWRgiLSRhFraPtpyrhh3XhvsGhVlb4yndRHhfembXm1PokHmu1B_yiFZ5THPSA0vmHf_k_2OvoEd02GzwaarybX2XcPXiqzWVvnJvrYT_4c_Ybrwa_B8BHlje1S
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NbhMxELZKegAOqBRQC7RYCHFAMrFjr53lFkWtNjTJpa3Um-WfXboo2kbJFim3Pgi8XJ8Ez643Agn1wNXrGa08szOf155vEPrAgWS84CnxVCkiZMBwNmQxwoPz0DxsoLmA4uTZXGaX4utVcrWDxl0tDFyrjLG_jelNtI4j_bia_WVZ9s8ZlzKBFtlQbaKgiG8X2KmSHtodTc6y-TYgM9k03oH5BAS6w83mmle9ArLMwQA4DCQwj_w7PT267n60NonndA89i4gRj9qXeo528mofPf2DR3AfHcwaru3VBn_EcxN8B8dP9gUqx4ubW4_X0Lxzg921KasveBI5IoIwjr07Nlh8pthUHvvyGzQSwcuFqQHRrnFZ4QAT8f3dz_NWzRjUELMmhsRYc3_36yW6PD25GGcktlcgTnBakyJJlHABweSKMuuKlA0NNXlAbGFLmNKE5iF3M5k65r1VLvXWM1k4LvPBsJCc8VeoV91U-QHCqbIiUdR6S4fCG2VT7qQJ5veJhYO-Q0S7VdUuco9DC4yF7i6ZfdfBEBoMoVtDHKJPW5FlS7zx0GTRmUr_5T06JIaHxN4Hs27VA9N2NppqGKM8HQKn8Q_2-v90v0OPs4vZVE8n87M36Ak8aS_8vEW9enWbHwUsU9vj6Ku_AZxm7m4
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=Cloud+supply+chain%3A+Integrating+Industry+4.0+and+digital+platforms+in+the+%E2%80%9CSupply+Chain-as-a-Service%E2%80%9D&rft.jtitle=Transportation+research.+Part+E%2C+Logistics+and+transportation+review&rft.au=Ivanov%2C+Dmitry&rft.au=Dolgui%2C+Alexandre&rft.au=Sokolov%2C+Boris&rft.date=2022-04-01&rft.issn=1366-5545&rft.volume=160&rft.spage=102676&rft_id=info:doi/10.1016%2Fj.tre.2022.102676&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_tre_2022_102676
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1366-5545&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1366-5545&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1366-5545&client=summon