Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems

Serverless computing lifts the burden of infrastructure maintenance from application developers and also reduces the usage cost of cloud/edge computing platforms. However, the pay-as-you-go pricing model offered by serverless computing complicates the task dispatching problem in serverless computing...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Journal of grid computing Jg. 22; H. 2; S. 51
Hauptverfasser:	Sun, Yuan, Zhang, Chen, Huang, Tao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Dordrecht Springer Netherlands 01.06.2024 Springer Nature B.V
Schlagworte:	Algorithms Bandwidths Computer Science Edge computing Management of Computing and Information Systems Network latency Nodes Permutations Pricing Processor Architectures User Interfaces and Human Computer Interaction Hard deadlines Bandwidth allocation Serverless computing Task dispatching Edge computing
ISSN:	1570-7873, 1572-9184
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Abstract	Serverless computing lifts the burden of infrastructure maintenance from application developers and also reduces the usage cost of cloud/edge computing platforms. However, the pay-as-you-go pricing model offered by serverless computing complicates the task dispatching problem in serverless computing systems. Specifically, when the pay-as-you-go pricing model is adopted, the task response latency is not simply the task execution latency, but the cold-start latency and the container image downloading latency should also be considered as part of the task response latency. In this paper, we focus on the joint task dispatching and bandwidth allocation problem with hard deadlines in distributed serverless edge computing systems. To maximize the overall profit, a new algorithm called PN-GRD is presented. PN-GRD first uses a Pointer Network model that is well trained offline to inference a task permutation, which is used to determine the task priority. Then, multiple edge node selection steps are carried out to select an edge node for each task according to the task priority. The final task dispatching and bandwidth allocation is obtained once the best edge node for every task is chosen or none of the edge nodes is suitable to run a task. We validate the performance of PN-GRD through simulations. The results show that PN-GRD outperforms practical baselines in terms of the average overall profit.
AbstractList	Serverless computing lifts the burden of infrastructure maintenance from application developers and also reduces the usage cost of cloud/edge computing platforms. However, the pay-as-you-go pricing model offered by serverless computing complicates the task dispatching problem in serverless computing systems. Specifically, when the pay-as-you-go pricing model is adopted, the task response latency is not simply the task execution latency, but the cold-start latency and the container image downloading latency should also be considered as part of the task response latency. In this paper, we focus on the joint task dispatching and bandwidth allocation problem with hard deadlines in distributed serverless edge computing systems. To maximize the overall profit, a new algorithm called PN-GRD is presented. PN-GRD first uses a Pointer Network model that is well trained offline to inference a task permutation, which is used to determine the task priority. Then, multiple edge node selection steps are carried out to select an edge node for each task according to the task priority. The final task dispatching and bandwidth allocation is obtained once the best edge node for every task is chosen or none of the edge nodes is suitable to run a task. We validate the performance of PN-GRD through simulations. The results show that PN-GRD outperforms practical baselines in terms of the average overall profit.
ArticleNumber	51
Author	Sun, Yuan Zhang, Chen Huang, Tao
Author_xml	– sequence: 1 givenname: Yuan surname: Sun fullname: Sun, Yuan email: sunyuan@pmlabs.com.cn organization: Future Network Research Center, Purple Mountain Laboratories – sequence: 2 givenname: Chen surname: Zhang fullname: Zhang, Chen organization: Future Network Research Center, Purple Mountain Laboratories – sequence: 3 givenname: Tao surname: Huang fullname: Huang, Tao organization: Future Network Research Center, Purple Mountain Laboratories
BookMark	eNp9kE1PwjAYxxuDiYh-AU9NPE_bdVu3IwKKhsQDeG6erh0UR4dtkfDtHczExAOX5yX5_56X_zXq2cZqhO4oeaCE8EdPCY9ZROIkIgXnJMouUJ-mPI4Kmie9U00innN2ha69XxMSpzmJ-yi8NcYGvAD_icfGbyGUK2OXGKzCT23YGxVWeFjXTQnBNBbvTdtPwSk81qBqY7XHxh7Z4IzcBa3wXLtv7WrtPZ6opcajZrPdhePU-cEHvfE36LKC2uvb3zxAH8-TxWgazd5fXkfDWVQyWoSIVaAUjRWkPKUyUQnITFZVkXCuCwmVhJznIJUEJklVVKxIyzJun6ScFJCkbIDuu7lb13zttA9i3eycbVcKRtI0SzKe8FaVd6rSNd47XYnShNOzwYGpBSXi6LHoPBatx-LkschaNP6Hbp3ZgDuch1gH-VZsl9r9XXWG-gHOApMB
CitedBy_id	crossref_primary_10_1109_TSC_2025_3570862
Cites_doi	10.1109/TASE.2019.2918691 10.1109/LCOMM.2018.2879317 10.1109/TPDS.2017.2735400 10.1109/TC.2016.2536019 10.1109/TPDS.2019.2961905 10.1109/TMC.2017.2679712 10.1007/s11227-015-1438-4 10.1109/TCC.2014.2314655 10.1109/TMC.2019.2901474 10.1109/TMC.2021.3123165 10.1109/TASE.2013.2272758 10.1007/s11042-020-10139-6 10.1109/TCC.2021.3113605 10.1109/TVT.2021.3110401 10.1109/TPDS.2015.2446459 10.1145/3368454 10.1109/MIC.2017.2911430 10.1287/ijoc.1090.0344 10.1109/COMST.2021.3106401 10.1109/TPDS.2018.2849396 10.1109/TMC.2022.3188770 10.1145/3447786.3456239 10.1145/3267809.3267815 10.1145/3460866.3461769 10.1109/GLOBECOM38437.2019.9013494 10.1145/3326285.3329055 10.1109/INFOCOM42981.2021.9488779 10.1109/GLOCOM.2017.8255037 10.1109/ICPADS51040.2020.00014 10.1109/INFOCOM.2018.8486305 10.1109/INFOCOM48880.2022.9796670 10.1145/3445814.3446757
ContentType	Journal Article
Copyright	The Author(s), under exclusive licence to Springer Nature B.V. 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
Copyright_xml	– notice: The Author(s), under exclusive licence to Springer Nature B.V. 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
DBID	AAYXX CITATION 8FE 8FG AFKRA ARAPS BENPR BGLVJ CCPQU DWQXO HCIFZ P5Z P62 PHGZM PHGZT PKEHL PQEST PQGLB PQQKQ PQUKI PRINS
DOI	10.1007/s10723-024-09770-6
DatabaseName	CrossRef ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Technology collection ProQuest One Community College ProQuest Central SciTech Premium Collection Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China
DatabaseTitle	CrossRef Advanced Technologies & Aerospace Collection Technology Collection ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest One Academic Eastern Edition SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central China ProQuest Central Advanced Technologies & Aerospace Database ProQuest One Applied & Life Sciences ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest Central (New) ProQuest One Academic ProQuest One Academic (New)
DatabaseTitleList	Advanced Technologies & Aerospace Collection
Database_xml	– sequence: 1 dbid: P5Z name: Advanced Technologies & Aerospace Database url: https://search.proquest.com/hightechjournals sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Computer Science
EISSN	1572-9184
ExternalDocumentID	10_1007_s10723_024_09770_6
GroupedDBID	-59 -5G -BR -D3 -D4 -D8 -DT -EM -Y2 -~C -~X .86 .VR 06D 0R~ 0VY 1N0 203 29K 2J2 2JN 2JY 2KG 2LR 2P1 2VQ 2~H 30V 4.4 406 408 409 40D 40E 5GY 5VS 67Z 6NX 8FE 8FG 8TC 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDZT ABECU ABFTD ABFTV ABHFT ABHLI ABHQN ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABWNU ABXPI ACAOD ACBXY ACDTI ACGFO ACGFS ACHSB ACHXU ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACREN ACSNA ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADYOE ADZKW AEBTG AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFGCZ AFKRA AFLOW AFQWF AFWTZ AFYQB AFZKB AGAYW AGDGC AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMTXH AMXSW AMYLF AMYQR AOCGG ARAPS ARMRJ ASPBG AVWKF AXYYD AYJHY AZFZN B-. BA0 BDATZ BENPR BGLVJ BGNMA BSONS CAG CCPQU COF CS3 CSCUP D-I DDRTE DL5 DNIVK DPUIP DU5 EBLON EBS EIOEI EJD ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNWQR GQ6 GQ7 GQ8 GXS H13 HCIFZ HF~ HG5 HG6 HLICF HMJXF HQYDN HRMNR HVGLF HZ~ I09 IHE IJ- IKXTQ IWAJR IXC IXD IXE IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ KDC KOV KZ1 LAK LLZTM LMP M4Y MA- N2Q NPVJJ NQJWS NU0 O9- O93 O9J OAM OVD P2P P62 P9O PF0 PT4 QOS R89 R9I RNI RNS ROL RPX RSV RZC RZE S16 S1Z S27 S3B SAP SCO SDH SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 TEORI TSG TSK TSV TUC U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 Z7X Z81 Z83 Z88 ZMTXR AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP ATHPR AYFIA CITATION PHGZM PHGZT PQGLB DWQXO PKEHL PQEST PQQKQ PQUKI PRINS
ID	FETCH-LOGICAL-c319t-3fadd12da5751b4d4ab6bff9477e9bafba878abdba3b0f9f395cc27871709a453
IEDL.DBID	RSV
ISICitedReferencesCount	1
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001227028000001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	1570-7873
IngestDate	Wed Nov 05 04:14:19 EST 2025 Tue Nov 18 22:01:38 EST 2025 Sat Nov 29 03:23:27 EST 2025 Fri Feb 21 02:40:35 EST 2025
IsPeerReviewed	false
IsScholarly	true
Issue	2
Keywords	Hard deadlines Bandwidth allocation Serverless computing Task dispatching Edge computing
Language	English
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c319t-3fadd12da5751b4d4ab6bff9477e9bafba878abdba3b0f9f395cc27871709a453
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
PQID	3055646747
PQPubID	2043852
ParticipantIDs	proquest_journals_3055646747 crossref_citationtrail_10_1007_s10723_024_09770_6 crossref_primary_10_1007_s10723_024_09770_6 springer_journals_10_1007_s10723_024_09770_6
PublicationCentury	2000
PublicationDate	20240600 2024-06-00 20240601
PublicationDateYYYYMMDD	2024-06-01
PublicationDate_xml	– month: 6 year: 2024 text: 20240600
PublicationDecade	2020
PublicationPlace	Dordrecht
PublicationPlace_xml	– name: Dordrecht
PublicationSubtitle	From Grids to Cloud Federations
PublicationTitle	Journal of grid computing
PublicationTitleAbbrev	J Grid Computing
PublicationYear	2024
Publisher	Springer Netherlands Springer Nature B.V
Publisher_xml	– name: Springer Netherlands – name: Springer Nature B.V
References	Zhang, Tan, Ren, Awad, Zhang, Zhang, Wan (CR19) 2020; 19 Chai, Li, Yang, Chen (CR32) 2021; 70 Zhu, Zhang, Li, Liu (CR14) 2016; 27 Goudarzi, Palaniswami, Buyya (CR17) 2023; 22 Nastic, Rausch, Scekic, Dustdar, Gusev, Koteska, Kostoska, Jakimovski, Ristov, Prodan (CR5) 2017; 21 Zuo, Zhang, Tan (CR27) 2014; 11 CR16 CR38 CR37 Katoch, Chauhan, Kumar (CR39) 2021; 80 CR35 CR34 CR33 CR10 Lou, Tang, Zhang, Jia, Zhao, Li (CR29) 2023; 22 CR31 CR30 Wei, Rahman, Cheng, Wang (CR20) 2023; 11 Puchinger, Raidl, Pferschy (CR36) 2010; 22 Zhang, Zhang, Zeadally, Chao (CR18) 2019; 23 Kao, Krishnamachari, Ra, Bai (CR15) 2017; 16 CR2 CR4 CR3 CR6 CR8 CR7 Zeng, Gu, Guo, Cheng, Yu (CR21) 2016; 65 CR9 CR23 Luo, Hu, Li, Li, Shi (CR12) 2021; 23 Wu, Zhou, Zhu, Xia, Wen (CR13) 2021; 17 CR22 Castro, Ishakian, Muthusamy, Slominski (CR1) 2019; 62 Wu, Ishikawa, Zhu, Xia, Wen (CR26) 2017; 28 Meng, Tan, Li, Han, Li (CR28) 2020; 31 Arabnejad, Bubendorfer, Ng (CR24) 2019; 30 Rodriguez, Buyya (CR25) 2014; 2 Wu, Wu, Tan (CR11) 2015; 71 9770_CR33 9770_CR10 Z Zhu (9770_CR14) 2016; 27 9770_CR31 9770_CR30 9770_CR16 9770_CR38 9770_CR37 MA Rodriguez (9770_CR25) 2014; 2 D Zeng (9770_CR21) 2016; 65 J Lou (9770_CR29) 2023; 22 9770_CR35 W Zhang (9770_CR18) 2019; 23 R Chai (9770_CR32) 2021; 70 9770_CR34 Q Wu (9770_CR13) 2021; 17 V Arabnejad (9770_CR24) 2019; 30 J Meng (9770_CR28) 2020; 31 S Katoch (9770_CR39) 2021; 80 S Nastic (9770_CR5) 2017; 21 Q Luo (9770_CR12) 2021; 23 9770_CR3 P Castro (9770_CR1) 2019; 62 9770_CR4 M Goudarzi (9770_CR17) 2023; 22 9770_CR6 9770_CR2 9770_CR22 9770_CR7 9770_CR8 9770_CR9 J Puchinger (9770_CR36) 2010; 22 9770_CR23 X Zuo (9770_CR27) 2014; 11 Y-H Kao (9770_CR15) 2017; 16 F Wu (9770_CR11) 2015; 71 D Zhang (9770_CR19) 2020; 19 X Wei (9770_CR20) 2023; 11 Q Wu (9770_CR26) 2017; 28
References_xml	– ident: CR22 – volume: 17 start-page: 166 issue: 1 year: 2021 end-page: 176 ident: CR13 article-title: Moels: Multiobjective evolutionary list scheduling for cloud workflows publication-title: IEEE Trans. Autom. Sci. Eng. doi: 10.1109/TASE.2019.2918691 – ident: CR4 – ident: CR2 – ident: CR16 – ident: CR37 – volume: 23 start-page: 4 issue: 1 year: 2019 end-page: 7 ident: CR18 article-title: Efficient task scheduling with stochastic delay cost in mobile edge computing publication-title: IEEE Commun. Lett. doi: 10.1109/LCOMM.2018.2879317 – volume: 28 start-page: 3401 issue: 12 year: 2017 end-page: 3412 ident: CR26 article-title: Deadline-constrained cost optimization approaches for workflow scheduling in clouds publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2017.2735400 – ident: CR30 – ident: CR10 – ident: CR33 – volume: 65 start-page: 3702 issue: 12 year: 2016 end-page: 3712 ident: CR21 article-title: Joint optimization of task scheduling and image placement in fog computing supported software-defined embedded system publication-title: IEEE Trans. Comput. doi: 10.1109/TC.2016.2536019 – volume: 31 start-page: 1270 issue: 6 year: 2020 end-page: 1286 ident: CR28 article-title: Online deadline-aware task dispatching and scheduling in edge computing publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2019.2961905 – ident: CR35 – ident: CR6 – volume: 16 start-page: 3056 issue: 11 year: 2017 end-page: 3069 ident: CR15 article-title: Hermes: Latency optimal task assignment for resource-constrained mobile computing publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2017.2679712 – ident: CR8 – volume: 71 start-page: 3373 year: 2015 end-page: 3418 ident: CR11 article-title: Workflow scheduling in cloud: A survey publication-title: The Journal of Super computing doi: 10.1007/s11227-015-1438-4 – volume: 2 start-page: 222 issue: 2 year: 2014 end-page: 235 ident: CR25 article-title: Deadline based resource provisioningand scheduling algorithm for scientific workflows on clouds publication-title: IEEE Transactions on Cloud Computing doi: 10.1109/TCC.2014.2314655 – volume: 19 start-page: 880 issue: 4 year: 2020 end-page: 893 ident: CR19 article-title: Near optimal and truthful online auction for computation offloading in green edge-computing systems publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2019.2901474 – volume: 22 start-page: 2491 issue: 5 year: 2023 end-page: 2505 ident: CR17 article-title: A distributed deep reinforcement learning technique for application placement in edge an fog computing environments publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2021.3123165 – volume: 11 start-page: 564 issue: 2 year: 2014 end-page: 573 ident: CR27 article-title: Self-adaptive learning pso-based deadline constrained task scheduling for hybrid iaas cloud publication-title: IEEE Trans. Autom. Sci. Eng. doi: 10.1109/TASE.2013.2272758 – ident: CR23 – volume: 80 start-page: 8091 year: 2021 end-page: 8126 ident: CR39 article-title: A review on genetic algorithm: Past, present, and future publication-title: Multimedia Tools and Applications doi: 10.1007/s11042-020-10139-6 – volume: 11 start-page: 730 issue: 1 year: 2023 end-page: 744 ident: CR20 article-title: Joint optimization across timescales: Resource placement and task dispatching in edge clouds publication-title: IEEE Transactions on Cloud Computing doi: 10.1109/TCC.2021.3113605 – volume: 70 start-page: 10970 issue: 10 year: 2021 end-page: 10985 ident: CR32 article-title: Dynamic priority-based computation scheduling and offloading for interdependent tasks: Leveraging parallel transmission and execution publication-title: IEEE Trans. Veh. Technol. doi: 10.1109/TVT.2021.3110401 – volume: 27 start-page: 1344 issue: 5 year: 2016 end-page: 1357 ident: CR14 article-title: Evolutionary multi-objective workflow scheduling in cloud publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2015.2446459 – ident: CR3 – ident: CR38 – ident: CR31 – volume: 62 start-page: 44 issue: 12 year: 2019 end-page: 54 ident: CR1 article-title: The rise of serverless computing publication-title: Commun. ACM doi: 10.1145/3368454 – volume: 21 start-page: 64 issue: 4 year: 2017 end-page: 71 ident: CR5 article-title: A serverless real-time data analytics platform for edge computing publication-title: IEEE Internet Comput. doi: 10.1109/MIC.2017.2911430 – ident: CR9 – ident: CR34 – volume: 22 start-page: 250 issue: 2 year: 2010 end-page: 265 ident: CR36 article-title: The multidimensional knapsack problem: Structure and algorithms publication-title: INFORMS J. Comput. doi: 10.1287/ijoc.1090.0344 – volume: 23 start-page: 2131 issue: 4 year: 2021 end-page: 2165 ident: CR12 article-title: Resource scheduling in edge computing: A survey publication-title: IEEE Communications Surveys & Tutorials doi: 10.1109/COMST.2021.3106401 – ident: CR7 – volume: 30 start-page: 29 issue: 1 year: 2019 end-page: 44 ident: CR24 article-title: Budget and deadline aware e-science workflow scheduling in clouds publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2018.2849396 – volume: 22 start-page: 5829 issue: 10 year: 2023 end-page: 5845 ident: CR29 article-title: Cost-effective scheduling for dependent tasks with tight deadline constraints in mobile edge computing publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2022.3188770 – volume: 11 start-page: 564 issue: 2 year: 2014 ident: 9770_CR27 publication-title: IEEE Trans. Autom. Sci. Eng. doi: 10.1109/TASE.2013.2272758 – ident: 9770_CR37 – ident: 9770_CR10 – ident: 9770_CR8 doi: 10.1145/3447786.3456239 – volume: 16 start-page: 3056 issue: 11 year: 2017 ident: 9770_CR15 publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2017.2679712 – volume: 22 start-page: 2491 issue: 5 year: 2023 ident: 9770_CR17 publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2021.3123165 – ident: 9770_CR6 doi: 10.1145/3267809.3267815 – ident: 9770_CR7 doi: 10.1145/3460866.3461769 – ident: 9770_CR35 – volume: 31 start-page: 1270 issue: 6 year: 2020 ident: 9770_CR28 publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2019.2961905 – volume: 11 start-page: 730 issue: 1 year: 2023 ident: 9770_CR20 publication-title: IEEE Transactions on Cloud Computing doi: 10.1109/TCC.2021.3113605 – volume: 22 start-page: 250 issue: 2 year: 2010 ident: 9770_CR36 publication-title: INFORMS J. Comput. doi: 10.1287/ijoc.1090.0344 – ident: 9770_CR23 doi: 10.1109/GLOBECOM38437.2019.9013494 – volume: 17 start-page: 166 issue: 1 year: 2021 ident: 9770_CR13 publication-title: IEEE Trans. Autom. Sci. Eng. doi: 10.1109/TASE.2019.2918691 – ident: 9770_CR3 – volume: 30 start-page: 29 issue: 1 year: 2019 ident: 9770_CR24 publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2018.2849396 – volume: 23 start-page: 2131 issue: 4 year: 2021 ident: 9770_CR12 publication-title: IEEE Communications Surveys & Tutorials doi: 10.1109/COMST.2021.3106401 – volume: 21 start-page: 64 issue: 4 year: 2017 ident: 9770_CR5 publication-title: IEEE Internet Comput. doi: 10.1109/MIC.2017.2911430 – ident: 9770_CR16 doi: 10.1145/3326285.3329055 – ident: 9770_CR33 doi: 10.1109/INFOCOM42981.2021.9488779 – volume: 71 start-page: 3373 year: 2015 ident: 9770_CR11 publication-title: The Journal of Super computing doi: 10.1007/s11227-015-1438-4 – volume: 23 start-page: 4 issue: 1 year: 2019 ident: 9770_CR18 publication-title: IEEE Commun. Lett. doi: 10.1109/LCOMM.2018.2879317 – ident: 9770_CR38 – volume: 19 start-page: 880 issue: 4 year: 2020 ident: 9770_CR19 publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2019.2901474 – volume: 62 start-page: 44 issue: 12 year: 2019 ident: 9770_CR1 publication-title: Commun. ACM doi: 10.1145/3368454 – volume: 22 start-page: 5829 issue: 10 year: 2023 ident: 9770_CR29 publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2022.3188770 – ident: 9770_CR31 doi: 10.1109/GLOCOM.2017.8255037 – volume: 80 start-page: 8091 year: 2021 ident: 9770_CR39 publication-title: Multimedia Tools and Applications doi: 10.1007/s11042-020-10139-6 – volume: 28 start-page: 3401 issue: 12 year: 2017 ident: 9770_CR26 publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2017.2735400 – ident: 9770_CR22 doi: 10.1109/ICPADS51040.2020.00014 – ident: 9770_CR30 doi: 10.1109/INFOCOM.2018.8486305 – volume: 27 start-page: 1344 issue: 5 year: 2016 ident: 9770_CR14 publication-title: IEEE Trans. Parallel Distrib. Syst. doi: 10.1109/TPDS.2015.2446459 – volume: 70 start-page: 10970 issue: 10 year: 2021 ident: 9770_CR32 publication-title: IEEE Trans. Veh. Technol. doi: 10.1109/TVT.2021.3110401 – ident: 9770_CR4 – volume: 65 start-page: 3702 issue: 12 year: 2016 ident: 9770_CR21 publication-title: IEEE Trans. Comput. doi: 10.1109/TC.2016.2536019 – ident: 9770_CR2 – ident: 9770_CR34 doi: 10.1109/INFOCOM48880.2022.9796670 – ident: 9770_CR9 doi: 10.1145/3445814.3446757 – volume: 2 start-page: 222 issue: 2 year: 2014 ident: 9770_CR25 publication-title: IEEE Transactions on Cloud Computing doi: 10.1109/TCC.2014.2314655
SSID	ssj0025802
Score	2.352468
Snippet	Serverless computing lifts the burden of infrastructure maintenance from application developers and also reduces the usage cost of cloud/edge computing...
SourceID	proquest crossref springer
SourceType	Aggregation Database Enrichment Source Index Database Publisher
StartPage	51
SubjectTerms	Algorithms Bandwidths Computer Science Edge computing Management of Computing and Information Systems Network latency Nodes Permutations Pricing Processor Architectures User Interfaces and Human Computer Interaction
SummonAdditionalLinks	– databaseName: Advanced Technologies & Aerospace Database dbid: P5Z link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV09T8MwELWgMLBQPkWhIA9sYNEmdp1MqNBWiKHqUKSKJbITGyKqtDQB_j4-x2kFEl1YsiR2orzz3fnufA-hS-OiwoFIRYKgzQgVHiPC2FWiOirs2ESbJy3ZBB8Og8kkHLmAW-7KKiudaBV1MoshRn5jW1kBNQa_nb8TYI2C7Kqj0NhEW9AlAagbRux5ueFiQVlzyDhUzXHfHZpxR-e4BxlMSlrGBTJbqJ-GaeVt_kqQWrszqP_3i_fQrvM4cbcUkX20obIDVK_YHLBb3IeoeJylWYHHIn_DvdQomsKWWWKRJfjOXL7SpHjF3SlYP0ATQwgXQ-Yf94yggLua4zSDsSWLlkowaCIF6fwc95MXhcu3wqyuU_oRehr0x_cPxHEykNgs1oL42ijEtpcIyNdImlAhO1LrkHKuQim0FAEPhEyk8GVLh9oPWRx75ue3eSsUlPnHqJbNMnWCMNNxK2bGh1BaUl8zGXiSC-orHXjUbGMaqF0BEsWuYTnwZkyjVatlADEyIEYWxKjTQFfLMfOyXcfap5sVcpFbunm0gq2BrivsV7f_nu10_WxnaMez4gYRnCaqFYsPdY62488izRcXVnC_Abg483M priority: 102 providerName: ProQuest
Title	Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems
URI	https://link.springer.com/article/10.1007/s10723-024-09770-6 https://www.proquest.com/docview/3055646747
Volume	22
WOSCitedRecordID	wos001227028000001&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: PRVPQU databaseName: Advanced Technologies & Aerospace Database customDbUrl: eissn: 1572-9184 dateEnd: 20241209 omitProxy: false ssIdentifier: ssj0025802 issn: 1570-7873 databaseCode: P5Z dateStart: 20030301 isFulltext: true titleUrlDefault: https://search.proquest.com/hightechjournals providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 1572-9184 dateEnd: 20241209 omitProxy: false ssIdentifier: ssj0025802 issn: 1570-7873 databaseCode: BENPR dateStart: 20030301 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVAVX databaseName: SpringerLINK Contemporary 1997-Present customDbUrl: eissn: 1572-9184 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0025802 issn: 1570-7873 databaseCode: RSV dateStart: 20030301 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwED5By8DCG1EolQc2iNQmdu2MLRQhhqoqDyGWyE5siEABkQB_H5-TUECABEuW2E50d747-7sHwJ51UTEhUntC9JhHpc88ae2qp_s67DugzVeu2QQfj8XVVTipksLyOtq9hiSdpv6Q7MZ9xByp17VOiz30zEPTmjuBDRumZ5fvxywmykhDxjFWjgdVqsz3a3w2RzMf8wss6qzN8fL__nMFlirvkgxKcViFOZ2twXLduYFUG3kditOHNCvIuczvyFFqlUrhQiqJzBIytI_XNCluyeAeLR1yjuB1LUGUnxxZoUDXNCdphnPLjlk6Iah1NEL3ORklN5qUX8VVq6roG3BxPDo_PPGq_gtebDdm4QXGKr-en0jEZhRNqFR9ZUxIOdehkkZJwYVUiZKB6prQBCGLY9-SvMe7oaQs2IRG9pDpLSDMxN2YWX9BG0UDw5TwFZc00Eb41B5ZWtCr2RDFVXFy7JFxH83KKiNZI0vWyJE16rdg_33OY1ma49fR7Zq7UbVN88jVR8N-K7wFBzU3Z69_Xm37b8N3YNF3AoG3N21oFE_PehcW4pcizZ860ByOxpNpB-Yn7LrjhPkNx3vr8Q
linkProvider	Springer Nature
linkToHtml	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3LTtwwFL1CFKlsCrQghkfxgq6K1Yxjj5MFQrQD4tURi0FCbFI7sWkEygBJQfwU34ivkzAqEuxYsMkmiaMk5758Hwdg3bmo2BBpaBR1BeWKCaqcXaWmZ-KeT7Qx7ckm5GAQnZ7GxxPw0PbCYFllqxO9os5GKe6R__CjrJAaQ25dXVNkjcLsakuhUcPi0NzfuZCt3Nzvu__7jbHdneGvPdqwCtDUwa2ioXUi3WWZwoyD5hlXuqetjbmUJtbKahXJSOlMq1AHNrZhLNKUOVx3ZRArjiwRTuV_4JwFKEXH4uwpwBNRXeMoJFbpybBp0mla9STDjCmngXO5XMj2vyEce7fPErLezu3OvLcvNAufGo-abNciMAcTpvgMMy1bBWmU1xeoDkZ5UZGhKi9IP3eKtPJlpEQVGfnpDnd5Vv0l25do3RGtBLeoCVY2kL4TBHTHS5IXeG_NEmYygprWYLlCSXayc0Pqp-KqzST4eTh5k3dfgMliVJhFIMKmQSqcj2Ss5qEVOmJaKh4aGzHuwrQOdFsAJGkzkB15QS6T8ShpBE3iQJN40CS9Dnx_uueqHkfy6tUrLVKSRjWVyRgmHdhosTY-_fJqS6-vtgYf94a_j5Kj_cHhMkwzD3XcrVqByermn1mFqfS2ysubr15oCPx5aww-AlYdU5o
linkToPdf	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT8MwDLZgIMSFN2IwIAduULG1ydIegTHx0oTEQ9yqpE2gYuqmtcDfJ05bNhAgIS69NEkr24ntfH4A7BkTFRMileP7LeZQ4TJHGL3qqLYK2hZoc6VtNsF7Pf_hIbieyOK30e4VJFnkNGCVpjQ_HMb6cCLxjbuIP1KnaQwY4wBNwwzFQHr012_uP1wu5hdRh4xj3Bz3yrSZ79f4rJrG9uYXiNRqnu7i__95CRZKq5McFWKyDFMqXYHFqqMDKTf4KuQXgyTNya3InkknMYdNbkMtiUhjcmweb0mcP5GjPmpA5CjBa1yC6D_pGGFBkzUjSYpzi05aKiZ4GimE9DNyGj8qUnwVVy2rpa_BXff09uTMKfsyOJHZsLnjaXMottxYIGYjaUyFbEutA8q5CqTQUvjcFzKWwpNNHWgvYFHkGvK3eDMQlHnrUEsHqdoAwnTUjJixI5SW1NNM-q7kgnpK-y41rkwdWhVLwqgsWo69M_rhuNwykjU0ZA0tWcN2HfY_5gyLkh2_jm5UnA7L7ZuFtm4a9mHhdTioODt-_fNqm38bvgtz151ueHXeu9yCedfKBl7wNKCWj17UNsxGr3mSjXasVL8DfBv1Hw
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=Joint+Task+Dispatching+and+Bandwidth+Allocation+with+Hard+Deadlines+in+Distributed+Serverless+Edge+Computing+Systems&rft.jtitle=Journal+of+grid+computing&rft.au=Sun%2C+Yuan&rft.au=Zhang%2C+Chen&rft.au=Huang%2C+Tao&rft.date=2024-06-01&rft.pub=Springer+Netherlands&rft.issn=1570-7873&rft.eissn=1572-9184&rft.volume=22&rft.issue=2&rft_id=info:doi/10.1007%2Fs10723-024-09770-6&rft.externalDocID=10_1007_s10723_024_09770_6
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1570-7873&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1570-7873&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1570-7873&client=summon