Container‐based cluster orchestration systems: A taxonomy and future directions
Summary Containers, enabling lightweight environment and performance isolation, fast and flexible deployment, and fine‐grained resource sharing, have gained popularity in better application management and deployment in addition to hardware virtualization. They are being widely used by organizations...
Uložené v:
| Vydané v: | Software, practice & experience Ročník 49; číslo 5; s. 698 - 719 |
|---|---|
| Hlavní autori: | , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Bognor Regis
Wiley Subscription Services, Inc
01.05.2019
|
| Predmet: | |
| ISSN: | 0038-0644, 1097-024X |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | Summary
Containers, enabling lightweight environment and performance isolation, fast and flexible deployment, and fine‐grained resource sharing, have gained popularity in better application management and deployment in addition to hardware virtualization. They are being widely used by organizations to deploy their increasingly diverse workloads derived from modern‐day applications such as web services, big data, and internet of things in either proprietary clusters or private and public cloud data centers. This has led to the emergence of container orchestration platforms, which are designed to manage the deployment of containerized applications in large‐scale clusters. These systems are capable of running hundreds of thousands of jobs across thousands of machines. To do so efficiently, they must address several important challenges including scalability, fault tolerance and availability, efficient resource utilization, and request throughput maximization among others. This paper studies these management systems and proposes a taxonomy that identifies different mechanisms that can be used to meet the aforementioned challenges. The proposed classification is then applied to various state‐of‐the‐art systems leading to the identification of open research challenges and gaps in the literature intended as future directions for researchers. |
|---|---|
| AbstractList | Summary
Containers, enabling lightweight environment and performance isolation, fast and flexible deployment, and fine‐grained resource sharing, have gained popularity in better application management and deployment in addition to hardware virtualization. They are being widely used by organizations to deploy their increasingly diverse workloads derived from modern‐day applications such as web services, big data, and internet of things in either proprietary clusters or private and public cloud data centers. This has led to the emergence of container orchestration platforms, which are designed to manage the deployment of containerized applications in large‐scale clusters. These systems are capable of running hundreds of thousands of jobs across thousands of machines. To do so efficiently, they must address several important challenges including scalability, fault tolerance and availability, efficient resource utilization, and request throughput maximization among others. This paper studies these management systems and proposes a taxonomy that identifies different mechanisms that can be used to meet the aforementioned challenges. The proposed classification is then applied to various state‐of‐the‐art systems leading to the identification of open research challenges and gaps in the literature intended as future directions for researchers. Containers, enabling lightweight environment and performance isolation, fast and flexible deployment, and fine‐grained resource sharing, have gained popularity in better application management and deployment in addition to hardware virtualization. They are being widely used by organizations to deploy their increasingly diverse workloads derived from modern‐day applications such as web services, big data, and internet of things in either proprietary clusters or private and public cloud data centers. This has led to the emergence of container orchestration platforms, which are designed to manage the deployment of containerized applications in large‐scale clusters. These systems are capable of running hundreds of thousands of jobs across thousands of machines. To do so efficiently, they must address several important challenges including scalability, fault tolerance and availability, efficient resource utilization, and request throughput maximization among others. This paper studies these management systems and proposes a taxonomy that identifies different mechanisms that can be used to meet the aforementioned challenges. The proposed classification is then applied to various state‐of‐the‐art systems leading to the identification of open research challenges and gaps in the literature intended as future directions for researchers. |
| Author | Rodriguez, Maria A. Buyya, Rajkumar |
| Author_xml | – sequence: 1 givenname: Maria A. orcidid: 0000-0002-2831-8526 surname: Rodriguez fullname: Rodriguez, Maria A. email: marodriguez@unimelb.edu.au organization: The University of Melbourne – sequence: 2 givenname: Rajkumar surname: Buyya fullname: Buyya, Rajkumar organization: The University of Melbourne |
| BookMark | eNp1kM1Kw0AUhQepYFsFH2HAjZvUOzOZJHVXin9QUFHB3TCT3GBKmqkzCZqdj-Az-iROW1eiqwuX75x77hmRQWMbJOSYwYQB8DO_xglPEtgjQwbTNAIePw_IEEBkESRxfEBG3i8BGJM8GZL7uW1aXTXovj4-jfZY0LzufIuOWpe_oG-dbivbUN-H5cqf0xlt9btt7Kqnuilo2bWdQ1pUDvMN6A_Jfqlrj0c_c0yeLi8e59fR4vbqZj5bRLngKUScJaVEnWqRMDBZERIBE9rIkscIJQqZQ6xNJguTSpNN41wYLHk5lZiaFAsxJic737Wzr10Iqpa2c004qTgHJoElmQjU6Y7KnfXeYanWrlpp1ysGalOYCoWpTWEBnfxC86rdPh86qOq_BNFO8FbV2P9rrB7uLrb8N3J0gAE |
| CitedBy_id | crossref_primary_10_1186_s13677_024_00687_9 crossref_primary_10_1002_spe_3277 crossref_primary_10_1016_j_future_2023_10_002 crossref_primary_10_1007_s42979_024_03624_4 crossref_primary_10_1002_cpe_6290 crossref_primary_10_3390_s23084008 crossref_primary_10_1007_s10664_024_10462_8 crossref_primary_10_3390_en15155544 crossref_primary_10_1109_ACCESS_2020_3045768 crossref_primary_10_1145_3378447 crossref_primary_10_17721_AIT_2024_1_05 crossref_primary_10_1016_j_future_2019_05_027 crossref_primary_10_1016_j_iot_2019_100118 crossref_primary_10_1145_3604567 crossref_primary_10_1007_s11227_021_03914_1 crossref_primary_10_1109_TSE_2022_3229221 crossref_primary_10_1109_ACCESS_2024_3492138 crossref_primary_10_3390_fi17090417 crossref_primary_10_1145_3539606 crossref_primary_10_1002_spe_2898 crossref_primary_10_1007_s10723_022_09629_8 crossref_primary_10_1016_j_iot_2024_101348 crossref_primary_10_1109_ACCESS_2022_3194913 crossref_primary_10_1186_s13677_021_00231_z crossref_primary_10_36676_jrps_v16_i2_262 crossref_primary_10_1109_ACCESS_2024_3514751 crossref_primary_10_3390_app132312635 crossref_primary_10_1145_3510415 crossref_primary_10_1007_s10723_025_09811_8 crossref_primary_10_3390_s22176462 crossref_primary_10_1145_3767329 crossref_primary_10_1016_j_sysarc_2020_101785 crossref_primary_10_1145_3544788 crossref_primary_10_1007_s13369_021_05553_3 crossref_primary_10_1007_s42979_024_02763_y crossref_primary_10_3390_computers14090390 crossref_primary_10_1186_s13677_023_00471_1 crossref_primary_10_3390_data7020020 crossref_primary_10_1109_TSC_2023_3284492 crossref_primary_10_1002_spe_2729 crossref_primary_10_1007_s10922_019_09504_0 crossref_primary_10_1002_spe_2723 crossref_primary_10_1109_IOTM_001_2200216 crossref_primary_10_1109_ACCESS_2021_3054559 crossref_primary_10_3390_s20061714 crossref_primary_10_1016_j_comcom_2020_04_061 crossref_primary_10_1007_s11227_021_04138_z |
| Cites_doi | 10.1109/ISPASS.2015.7095802 10.1109/32.4634 10.1080/00207540903121065 10.1002/spe.432 10.1145/2465351.2465386 10.1007/978-3-319-27308-2_65 10.1145/2797211 10.14778/1920841.1920886 10.1109/IC2E.2015.74 10.14778/2733004.2733012 10.1007/s10922-014-9307-7 10.1016/j.jnca.2013.10.004 10.1145/2523616.2523633 10.1002/spe.2422 10.1145/2741948.2741964 10.1145/279227.279229 10.1109/CCBD.2016.028 |
| ContentType | Journal Article |
| Copyright | 2018 John Wiley & Sons, Ltd. 2019 John Wiley & Sons, Ltd. |
| Copyright_xml | – notice: 2018 John Wiley & Sons, Ltd. – notice: 2019 John Wiley & Sons, Ltd. |
| DBID | AAYXX CITATION 7SC 8FD F28 FR3 JQ2 L7M L~C L~D |
| DOI | 10.1002/spe.2660 |
| DatabaseName | CrossRef Computer and Information Systems Abstracts Technology Research Database ANTE: Abstracts in New Technology & Engineering Engineering 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 Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest Computer Science Collection Computer and Information Systems Abstracts Engineering Research Database Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Computer and Information Systems Abstracts Professional |
| DatabaseTitleList | CrossRef Technology Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 1097-024X |
| EndPage | 719 |
| ExternalDocumentID | 10_1002_spe_2660 SPE2660 |
| Genre | article |
| GroupedDBID | -~X .3N .4S .DC .GA .Y3 05W 0R~ 10A 123 1L6 1OB 1OC 31~ 33P 3EH 3R3 3SF 3WU 4.4 4ZD 50Y 50Z 51W 51X 52M 52N 52O 52P 52S 52T 52U 52W 52X 5VS 66C 702 7PT 8-0 8-1 8-3 8-4 8-5 85S 8UM 8WZ 930 9M8 A03 A6W AAESR AAEVG AAHHS AAHQN AAMNL AANHP AANLZ AAONW AASGY AAXRX AAYCA AAZKR ABCQN ABCUV ABDPE ABEFU ABEML ABIJN ABLJU ABTAH ACAHQ ACBWZ ACCFJ ACCZN ACFBH ACGFS ACIWK ACNCT ACPOU ACRPL ACSCC ACXBN ACXQS ACYXJ ADBBV ADEOM ADIZJ ADKYN ADMGS ADMXK ADNMO ADOZA ADXAS ADZMN AEEZP AEIGN AEIMD AENEX AEQDE AEUQT AEUYR AFBPY AFFPM AFGKR AFPWT AFWVQ AFZJQ AHBTC AITYG AIURR AIWBW AJBDE AJXKR ALAGY ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMBMR AMYDB ARCSS ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BFHJK BHBCM BMNLL BNHUX BROTX BRXPI BY8 CS3 CWDTD D-E D-F D0L DCZOG DPXWK DR2 DRFUL DRSTM DU5 EBS EJD F00 F01 F04 FEDTE G-S G.N GNP GODZA H.T H.X HBH HF~ HGLYW HHY HVGLF HZ~ IX1 J0M JPC KQQ LATKE LAW LC2 LC3 LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LW6 LYRES M61 MEWTI MK4 MRFUL MRSTM MSFUL MSSTM MXFUL MXSTM N04 N05 N9A NF~ NNB O66 O9- OIG P2P P2W P2X P4D PALCI PQQKQ PZZ Q.N Q11 QB0 QRW R.K RIWAO RJQFR ROL RWI RX1 RXW RYL S10 SAMSI SUPJJ TAE TUS TWZ UB1 V2E W8V W99 WBKPD WH7 WIB WIH WIK WOHZO WQJ WRC WWW WXSBR WYISQ WZISG XG1 XPP XV2 YYP ZCA ZY4 ZZTAW ~02 ~IA ~WT AAMMB AAYXX ABUFD ADMLS AEFGJ AEYWJ AGHNM AGQPQ AGXDD AGYGG AIDQK AIDYY AIQQE CITATION O8X 7SC 8FD F28 FR3 JQ2 L7M L~C L~D |
| ID | FETCH-LOGICAL-c3270-216f5ea7a3610b8d001013ab5f24e0fe35c04ab85db75b894c3bef2f95e7b7ed3 |
| IEDL.DBID | DRFUL |
| ISICitedReferencesCount | 69 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000463035200001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0038-0644 |
| IngestDate | Fri Jul 25 12:27:02 EDT 2025 Sat Nov 29 04:02:37 EST 2025 Tue Nov 18 22:28:34 EST 2025 Wed Jan 22 16:44:29 EST 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 5 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c3270-216f5ea7a3610b8d001013ab5f24e0fe35c04ab85db75b894c3bef2f95e7b7ed3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0002-2831-8526 |
| OpenAccessLink | https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/spe.2660 |
| PQID | 2201501683 |
| PQPubID | 1046349 |
| PageCount | 1 |
| ParticipantIDs | proquest_journals_2201501683 crossref_primary_10_1002_spe_2660 crossref_citationtrail_10_1002_spe_2660 wiley_primary_10_1002_spe_2660_SPE2660 |
| PublicationCentury | 2000 |
| PublicationDate | May 2019 2019-05-00 20190501 |
| PublicationDateYYYYMMDD | 2019-05-01 |
| PublicationDate_xml | – month: 05 year: 2019 text: May 2019 |
| PublicationDecade | 2010 |
| PublicationPlace | Bognor Regis |
| PublicationPlace_xml | – name: Bognor Regis |
| PublicationSubtitle | Practice & Experience |
| PublicationTitle | Software, practice & experience |
| PublicationYear | 2019 |
| Publisher | Wiley Subscription Services, Inc |
| Publisher_xml | – name: Wiley Subscription Services, Inc |
| References | 1998; 16 2015; 23 2015; 48 2010; 48 2017; 47 2011 2010 1988; 14 2002; 32 2018 2006 2016 2015 2014 2013 2014; 41 2010; 3 2014; 7 e_1_2_8_28_1 e_1_2_8_29_1 e_1_2_8_24_1 e_1_2_8_47_1 e_1_2_8_25_1 e_1_2_8_46_1 e_1_2_8_26_1 e_1_2_8_27_1 e_1_2_8_3_1 e_1_2_8_2_1 e_1_2_8_5_1 e_1_2_8_4_1 e_1_2_8_7_1 e_1_2_8_6_1 e_1_2_8_9_1 e_1_2_8_8_1 e_1_2_8_20_1 e_1_2_8_43_1 e_1_2_8_21_1 e_1_2_8_42_1 e_1_2_8_22_1 e_1_2_8_45_1 e_1_2_8_23_1 e_1_2_8_44_1 e_1_2_8_41_1 e_1_2_8_40_1 e_1_2_8_17_1 e_1_2_8_18_1 e_1_2_8_39_1 e_1_2_8_19_1 e_1_2_8_13_1 e_1_2_8_36_1 e_1_2_8_14_1 e_1_2_8_35_1 e_1_2_8_15_1 e_1_2_8_38_1 e_1_2_8_16_1 e_1_2_8_37_1 e_1_2_8_32_1 e_1_2_8_10_1 e_1_2_8_31_1 e_1_2_8_11_1 e_1_2_8_34_1 e_1_2_8_12_1 e_1_2_8_33_1 e_1_2_8_30_1 |
| References_xml | – year: 2011 – volume: 16 start-page: 133 issue: 2 year: 1998 end-page: 169 article-title: The part‐time parliament publication-title: ACM Trans Comput Syst – volume: 23 start-page: 567 issue: 3 year: 2015 end-page: 619 article-title: Resource management in clouds: survey and research challenges publication-title: J Netw Syst Manag – volume: 48 start-page: 5235 issue: 18 year: 2010 end-page: 5262 article-title: Distributed scheduling: a review of concepts and applications publication-title: Int J Prod Res – year: 2006 – volume: 7 start-page: 1393 issue: 13 year: 2014 end-page: 1404 article-title: Fuxi: a fault‐tolerant resource management and job scheduling system at internet scale publication-title: Proc VLDB Endow – start-page: 813 year: 2015 end-page: 824 – volume: 14 start-page: 141 issue: 2 year: 1988 end-page: 154 article-title: A taxonomy of scheduling in general‐purpose distributed computing systems publication-title: IEEE Trans Softw Eng – year: 2016 – year: 2018 – volume: 48 issue: 1 year: 2015 article-title: Allocation of virtual machines in cloud data centers ‐ a survey of problem models and optimization algorithms publication-title: ACM Comput Surv – year: 2014 – year: 2015 – volume: 3 start-page: 330 issue: 1‐2 year: 2010 end-page: 339 article-title: Dremel: interactive analysis of web‐scale datasets publication-title: Proc VLDB Endow – year: 2010 – volume: 47 start-page: 505 issue: 4 year: 2017 end-page: 521 article-title: ContainerCloudSim: an environment for modeling and simulation of containers in cloud data centers publication-title: J Softw Pract Exp – volume: 41 start-page: 424 year: 2014 end-page: 440 article-title: Resource management for infrastructure as a service (IaaS) in cloud computing: a survey publication-title: J Netw Comput Appl – volume: 32 start-page: 135 issue: 2 year: 2002 end-page: 164 article-title: A taxonomy and survey of grid resource management systems for distributed computing publication-title: J Softw Pract Exp – year: 2013 – ident: e_1_2_8_7_1 doi: 10.1109/ISPASS.2015.7095802 – ident: e_1_2_8_17_1 doi: 10.1109/32.4634 – ident: e_1_2_8_45_1 – ident: e_1_2_8_18_1 doi: 10.1080/00207540903121065 – ident: e_1_2_8_31_1 – ident: e_1_2_8_19_1 doi: 10.1002/spe.432 – ident: e_1_2_8_20_1 doi: 10.1145/2465351.2465386 – ident: e_1_2_8_37_1 – ident: e_1_2_8_9_1 doi: 10.1007/978-3-319-27308-2_65 – ident: e_1_2_8_6_1 – ident: e_1_2_8_13_1 doi: 10.1145/2797211 – ident: e_1_2_8_3_1 – ident: e_1_2_8_39_1 – ident: e_1_2_8_43_1 – ident: e_1_2_8_33_1 – ident: e_1_2_8_28_1 – ident: e_1_2_8_32_1 – ident: e_1_2_8_40_1 – ident: e_1_2_8_35_1 doi: 10.14778/1920841.1920886 – ident: e_1_2_8_44_1 – ident: e_1_2_8_21_1 – ident: e_1_2_8_4_1 – ident: e_1_2_8_8_1 doi: 10.1109/IC2E.2015.74 – ident: e_1_2_8_2_1 – ident: e_1_2_8_5_1 – ident: e_1_2_8_22_1 doi: 10.14778/2733004.2733012 – ident: e_1_2_8_27_1 – ident: e_1_2_8_16_1 – ident: e_1_2_8_11_1 doi: 10.1007/s10922-014-9307-7 – ident: e_1_2_8_24_1 – ident: e_1_2_8_12_1 doi: 10.1016/j.jnca.2013.10.004 – ident: e_1_2_8_41_1 – ident: e_1_2_8_46_1 – ident: e_1_2_8_25_1 doi: 10.1145/2523616.2523633 – ident: e_1_2_8_38_1 – ident: e_1_2_8_30_1 – ident: e_1_2_8_10_1 doi: 10.1002/spe.2422 – ident: e_1_2_8_14_1 doi: 10.1145/2741948.2741964 – ident: e_1_2_8_36_1 doi: 10.1145/279227.279229 – ident: e_1_2_8_15_1 – ident: e_1_2_8_47_1 doi: 10.1109/CCBD.2016.028 – ident: e_1_2_8_23_1 – ident: e_1_2_8_29_1 – ident: e_1_2_8_42_1 – ident: e_1_2_8_26_1 – ident: e_1_2_8_34_1 |
| SSID | ssj0011526 |
| Score | 2.515412 |
| Snippet | Summary
Containers, enabling lightweight environment and performance isolation, fast and flexible deployment, and fine‐grained resource sharing, have gained... Containers, enabling lightweight environment and performance isolation, fast and flexible deployment, and fine‐grained resource sharing, have gained popularity... |
| SourceID | proquest crossref wiley |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 698 |
| SubjectTerms | cluster management Clusters container orchestration container scheduling Containers Data centers Data management Fault tolerance Management systems Resource management survey Taxonomy Web services |
| Title | Container‐based cluster orchestration systems: A taxonomy and future directions |
| URI | https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fspe.2660 https://www.proquest.com/docview/2201501683 |
| Volume | 49 |
| WOSCitedRecordID | wos000463035200001&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: PRVWIB databaseName: Wiley Online Library - Journals customDbUrl: eissn: 1097-024X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0011526 issn: 0038-0644 databaseCode: DRFUL dateStart: 19960101 isFulltext: true titleUrlDefault: https://onlinelibrary.wiley.com providerName: Wiley-Blackwell |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpZ3PS8MwFMcfsnnw4vyJ0ykRRE91bdI2rbehGx5kzB-D3Up-FYTRjXUTj_4J_o3-JSZNuykoCB5KL0kpL-_l-5omnwdwxqkkccC5E7o6mnyfCycWkjmChcqlVJhlt6LYBO33o9EoHpS7Ks1ZGMuHWC64mcgo5msT4Izn7RU0NJ-qS60u-nO9jrXbBjWo3zz0hnfLfwhamUILZYwcLbx-hZ51cbvq-12MVhnm1zy1EJpe4z-vuAWbZXqJOtYftmFNZTvQqEo3oDKSd-HeUKmYOfj38fZulEwiMV4YaAKazIoaWtYzkCU951eog-bstTgBgVgmkWWRIKuIxnX3YNjrPl3fOmV1BUcQbTAHe2EaKEYZ0RkUj2RBmyOMByn2lZsqEgjXZzwKJKcBj2JfEK5SnMaBopwqSfahlk0ydQBI6zz140hiL5Va7DDnKfEk0Zeeal3OmnBRmTkRJXrcVMAYJxaajBNtqcRYqgmny5ZTi9v4oU2rGqmkDLg8wdgs3XhhRJpwXozJr_2Tx0HX3A__2vAINvTTY7vNsQW1-WyhjmFdvMyf89lJ6XafiSHeAw |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEB7ECnqxPrFadQXRUzTdTbKJnoq2VKzFRwu9hX0FhNKWPsSjP8Hf6C9xN5u0CgqCh5DLLgmz3-w3mc18A3DMqSSRz7kTuNqbPI8LJxKSOYIFyqVUmLRb2myCtlphtxvdL8BlXgtj9SFmCTfjGel-bRzcJKTP56qh46E60_Siv9cLnkaRhnfh-rHeac4OETQ1BVaVMXQ083q59qyLz_O539loHmJ-DVRTpqkX__WOa7CaBZioahGxDguqvwHFvHkDynx5Ex6MLhUzpX8fb--GyyQSvamRTUCDUdpFy2IDWa3n8QWqogl7TWsgEOtLZNVIkOVEA94t6NRr7auGk_VXcATB1HVwJUh8xSgjOobioUz15gjjfoI95SaK-ML1GA99yanPw8gThKsEJ5GvKKdKkm1Y7A_6ageQZnrqRaHElURqusOcJ6Qiib70ZutyVoLT3M6xyMTHTQ-MXmxlk3GsLRUbS5XgaDZyaAU3fhhTzpcqzlxuHGNskjeVICQlOEkX5df58dN9zdx3_zrwEJYb7btm3Lxp3e7Bin5SZH96LMPiZDRV-7AkXibP49FBhsFP0Vjh8w |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEB6kFfFifWK16gqip2i6m2QTPRW1KJZSX-At7CsglLQ0rXj0J_gb_SXuZpNWQUHwEHKZJWF3Zr_JbOb7AA44lSTyOXcCV0eT53HhREIyR7BAuZQKU3bLxSZotxs-PUW9OTgre2EsP8S04GYiI9-vTYCroUxOZqyh2VAda3jR3-tVz2jIVKB6cdd-7EwPETQ0BZaVMXQ08nol96yLT8qx39FolmJ-TVRzpGnX_vWOy7BUJJioZT1iBeZUugq1UrwBFbG8BreGl4qZ1r-Pt3eDZRKJ_sTQJqDBKFfRsr6BLNdzdopaaMxe8x4IxFKJLBsJsphonHcdHtuXD-dXTqGv4AiCqevgZpD4ilFGdA7FQ5nzzRHG_QR7yk0U8YXrMR76klOfh5EnCFcJTiJfUU6VJBtQSQep2gSkkZ56UShxM5Ea7jDnCWlKoi-92bqc1eGonOdYFOTjRgOjH1vaZBzrmYrNTNVhf2o5tIQbP9g0yqWKi5DLYoxN8aYZhKQOh_mi_Do-vu9dmvvWXw33YKF30Y47192bbVjUD4rsP48NqIxHE7UD8-Jl_JyNdgsX_ASKEOFu |
| 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=Container%E2%80%90based+cluster+orchestration+systems%3A+A+taxonomy+and+future+directions&rft.jtitle=Software%2C+practice+%26+experience&rft.au=Rodriguez%2C+Maria+A.&rft.au=Buyya%2C+Rajkumar&rft.date=2019-05-01&rft.issn=0038-0644&rft.eissn=1097-024X&rft.volume=49&rft.issue=5&rft.spage=698&rft.epage=719&rft_id=info:doi/10.1002%2Fspe.2660&rft.externalDBID=10.1002%252Fspe.2660&rft.externalDocID=SPE2660 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0038-0644&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0038-0644&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0038-0644&client=summon |