A declarative approach to topology - aware serverless function-execution scheduling

Giuseppe De Palma; Saverio Giallorenzo; Jacopo Mauro; Matteo Trentin; Gianluigi Zavattaro

doi:10.1109/ICWS55610.2022.00056

A declarative approach to topology - aware serverless function-execution scheduling

Giuseppe De Palma^*, Saverio Giallorenzo, Jacopo Mauro, Matteo Trentin, Gianluigi Zavattaro

^*Kontaktforfatter

Institut for Matematik og Datalogi

Publikation: Kapitel i bog/rapport/konference-proceeding › Konferencebidrag i proceedings › Forskning › peer review

Abstract

State-of-the-art serverless platforms use hard-coded scheduling policies that are unaware of the possible topological constraints of functions. Considering these constraints when scheduling functions leads to sensible performance improvements, e.g., minimising loading times or data-access latencies. This issue becomes more pressing when considered in the emerging multi-cloud and edge-cloud-continuum systems, where only specific nodes can access specialised, local resources. To address this problem, we present a declarative language for defining serverless scheduling policies to express constraints on topologies of schedulers and execution nodes. We implement our approach as an extension of the OpenWhisk platform.

Originalsprog	Engelsk
Titel	Proceedings - IEEE International Conference on Web Services, ICWS 2022
Redaktører	Claudio Agostino Ardagna, Nimanthi Atukorala, Boualem Benatallah, Athman Bouguettaya, Fabio Casati, Carl K. Chang, Rong N. Chang, Ernesto Damiani, Chirine Ghedira Guegan, Robert Ward, Fatos Xhafa, Xiaofei Xu, Jia Zhang
Forlag	IEEE
Publikationsdato	2022
Sider	337-342
ISBN (Elektronisk)	9781665481434
DOI	https://doi.org/10.1109/ICWS55610.2022.00056
Status	Udgivet - 2022
Begivenhed	2022 IEEE International Conference on Web Services, ICWS 2022 - Barcelona, Spanien Varighed: 11. jul. 2022 → 15. jul. 2022

Konference

Konference	2022 IEEE International Conference on Web Services, ICWS 2022
Land/Område	Spanien
By	Barcelona
Periode	11/07/2022 → 15/07/2022

Bibliografisk note

Publisher Copyright:
© 2022 IEEE.

Dokumenter og links

10.1109/ICWS55610.2022.00056

Citationsformater

De Palma, G., Giallorenzo, S., Mauro, J., Trentin, M., & Zavattaro, G. (2022). A declarative approach to topology - aware serverless function-execution scheduling. I C. A. Ardagna, N. Atukorala, B. Benatallah, A. Bouguettaya, F. Casati, C. K. Chang, R. N. Chang, E. Damiani, C. G. Guegan, R. Ward, F. Xhafa, X. Xu, & J. Zhang (red.), Proceedings - IEEE International Conference on Web Services, ICWS 2022 (s. 337-342). IEEE. https://doi.org/10.1109/ICWS55610.2022.00056

De Palma, Giuseppe ; Giallorenzo, Saverio ; Mauro, Jacopo et al. / A declarative approach to topology - aware serverless function-execution scheduling. Proceedings - IEEE International Conference on Web Services, ICWS 2022. red. / Claudio Agostino Ardagna ; Nimanthi Atukorala ; Boualem Benatallah ; Athman Bouguettaya ; Fabio Casati ; Carl K. Chang ; Rong N. Chang ; Ernesto Damiani ; Chirine Ghedira Guegan ; Robert Ward ; Fatos Xhafa ; Xiaofei Xu ; Jia Zhang. IEEE, 2022. s. 337-342

@inproceedings{b3071734c46d4d17b9f37e54667df579,

title = "A declarative approach to topology - aware serverless function-execution scheduling",

abstract = "State-of-the-art serverless platforms use hard-coded scheduling policies that are unaware of the possible topological constraints of functions. Considering these constraints when scheduling functions leads to sensible performance improvements, e.g., minimising loading times or data-access latencies. This issue becomes more pressing when considered in the emerging multi-cloud and edge-cloud-continuum systems, where only specific nodes can access specialised, local resources. To address this problem, we present a declarative language for defining serverless scheduling policies to express constraints on topologies of schedulers and execution nodes. We implement our approach as an extension of the OpenWhisk platform.",

keywords = "Function Execution Scheduling, Optimisation, Serverless, Topology aware",

author = "{De Palma}, Giuseppe and Saverio Giallorenzo and Jacopo Mauro and Matteo Trentin and Gianluigi Zavattaro",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Conference on Web Services, ICWS 2022 ; Conference date: 11-07-2022 Through 15-07-2022",

year = "2022",

doi = "10.1109/ICWS55610.2022.00056",

language = "English",

pages = "337--342",

editor = "Ardagna, {Claudio Agostino} and Nimanthi Atukorala and Boualem Benatallah and Athman Bouguettaya and Fabio Casati and Chang, {Carl K.} and Chang, {Rong N.} and Ernesto Damiani and Guegan, {Chirine Ghedira} and Robert Ward and Fatos Xhafa and Xiaofei Xu and Jia Zhang",

booktitle = "Proceedings - IEEE International Conference on Web Services, ICWS 2022",

publisher = "IEEE",

address = "United States",

}

De Palma, G, Giallorenzo, S, Mauro, J , Trentin, M & Zavattaro, G 2022, A declarative approach to topology - aware serverless function-execution scheduling. i CA Ardagna, N Atukorala, B Benatallah, A Bouguettaya, F Casati, CK Chang, RN Chang, E Damiani, CG Guegan, R Ward, F Xhafa, X Xu & J Zhang (red), Proceedings - IEEE International Conference on Web Services, ICWS 2022. IEEE, s. 337-342, 2022 IEEE International Conference on Web Services, ICWS 2022, Barcelona, Spanien, 11/07/2022. https://doi.org/10.1109/ICWS55610.2022.00056

A declarative approach to topology - aware serverless function-execution scheduling. / De Palma, Giuseppe; Giallorenzo, Saverio; Mauro, Jacopo et al.
Proceedings - IEEE International Conference on Web Services, ICWS 2022. red. / Claudio Agostino Ardagna; Nimanthi Atukorala; Boualem Benatallah; Athman Bouguettaya; Fabio Casati; Carl K. Chang; Rong N. Chang; Ernesto Damiani; Chirine Ghedira Guegan; Robert Ward; Fatos Xhafa; Xiaofei Xu; Jia Zhang. IEEE, 2022. s. 337-342.

Publikation: Kapitel i bog/rapport/konference-proceeding › Konferencebidrag i proceedings › Forskning › peer review

TY - GEN

T1 - A declarative approach to topology - aware serverless function-execution scheduling

AU - De Palma, Giuseppe

AU - Giallorenzo, Saverio

AU - Mauro, Jacopo

AU - Trentin, Matteo

AU - Zavattaro, Gianluigi

PY - 2022

Y1 - 2022

N2 - State-of-the-art serverless platforms use hard-coded scheduling policies that are unaware of the possible topological constraints of functions. Considering these constraints when scheduling functions leads to sensible performance improvements, e.g., minimising loading times or data-access latencies. This issue becomes more pressing when considered in the emerging multi-cloud and edge-cloud-continuum systems, where only specific nodes can access specialised, local resources. To address this problem, we present a declarative language for defining serverless scheduling policies to express constraints on topologies of schedulers and execution nodes. We implement our approach as an extension of the OpenWhisk platform.

AB - State-of-the-art serverless platforms use hard-coded scheduling policies that are unaware of the possible topological constraints of functions. Considering these constraints when scheduling functions leads to sensible performance improvements, e.g., minimising loading times or data-access latencies. This issue becomes more pressing when considered in the emerging multi-cloud and edge-cloud-continuum systems, where only specific nodes can access specialised, local resources. To address this problem, we present a declarative language for defining serverless scheduling policies to express constraints on topologies of schedulers and execution nodes. We implement our approach as an extension of the OpenWhisk platform.

KW - Function Execution Scheduling

KW - Optimisation

KW - Serverless

KW - Topology aware

U2 - 10.1109/ICWS55610.2022.00056

DO - 10.1109/ICWS55610.2022.00056

M3 - Article in proceedings

AN - SCOPUS:85139232084

SP - 337

EP - 342

BT - Proceedings - IEEE International Conference on Web Services, ICWS 2022

A2 - Ardagna, Claudio Agostino

A2 - Atukorala, Nimanthi

A2 - Benatallah, Boualem

A2 - Bouguettaya, Athman

A2 - Casati, Fabio

A2 - Chang, Carl K.

A2 - Chang, Rong N.

A2 - Damiani, Ernesto

A2 - Guegan, Chirine Ghedira

A2 - Ward, Robert

A2 - Xhafa, Fatos

A2 - Xu, Xiaofei

A2 - Zhang, Jia

PB - IEEE

T2 - 2022 IEEE International Conference on Web Services, ICWS 2022

Y2 - 11 July 2022 through 15 July 2022

ER -

De Palma G, Giallorenzo S, Mauro J , Trentin M, Zavattaro G. A declarative approach to topology - aware serverless function-execution scheduling. I Ardagna CA, Atukorala N, Benatallah B, Bouguettaya A, Casati F, Chang CK, Chang RN, Damiani E, Guegan CG, Ward R, Xhafa F, Xu X, Zhang J, red., Proceedings - IEEE International Conference on Web Services, ICWS 2022. IEEE. 2022. s. 337-342 doi: 10.1109/ICWS55610.2022.00056

A declarative approach to topology - aware serverless function-execution scheduling

Abstract

Konference

Bibliografisk note

Dokumenter og links

Fingeraftryk

Citationsformater