{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T15:13:46Z","timestamp":1773155626127,"version":"3.50.1"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030905385","type":"print"},{"value":"9783030905392","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-90539-2_29","type":"book-chapter","created":{"date-parts":[[2021,11,12]],"date-time":"2021-11-12T13:02:56Z","timestamp":1636722176000},"page":"428-438","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["FaaS and Curious: Performance Implications of Serverless Functions on Edge Computing Platforms"],"prefix":"10.1007","author":[{"given":"Achilleas","family":"Tzenetopoulos","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Evangelos","family":"Apostolakis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aphrodite","family":"Tzomaka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christos","family":"Papakostopoulos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Konstantinos","family":"Stavrakakis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manolis","family":"Katsaragakis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ioannis","family":"Oroutzoglou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimosthenis","family":"Masouros","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sotirios","family":"Xydis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitrios","family":"Soudris","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,11,13]]},"reference":[{"key":"29_CR1","unstructured":"Apache kafka. https:\/\/kafka.apache.org\/"},{"key":"29_CR2","unstructured":"AWS lambda. https:\/\/aws.amazon.com\/lambda\/"},{"key":"29_CR3","unstructured":"Google cloud functions. https:\/\/cloud.google.com\/functions"},{"key":"29_CR4","unstructured":"Lightweight kubernetes - k3s. https:\/\/k3s.io\/"},{"key":"29_CR5","unstructured":"Loadtest. https:\/\/github.com\/alexfernandez\/loadtest"},{"key":"29_CR6","unstructured":"Openfaas. https:\/\/www.openfaas.com\/"},{"key":"29_CR7","unstructured":"Prometheus. https:\/\/prometheus.io. Accessed 7 Apr 2021"},{"key":"29_CR8","unstructured":"Serverless architecture market. https:\/\/www.marketsandmarkets.com\/PressReleases\/serverless-architecture.asp"},{"key":"29_CR9","unstructured":"Agache, A., et al.: Firecracker: Lightweight virtualization for serverless applications. In: 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 2020), pp. 419\u2013434 (2020)"},{"key":"29_CR10","doi-asserted-by":"crossref","unstructured":"Aslanpour, M.S., et al.: Serverless edge computing: vision and challenges. In: 2021 Australasian Computer Science Week Multiconference, pp. 1\u201310 (2021)","DOI":"10.1145\/3437378.3444367"},{"key":"29_CR11","doi-asserted-by":"crossref","unstructured":"Baldini, I., et al.: Cloud-native, event-based programming for mobile applications. In: Proceedings of the International Conference on Mobile Software Engineering and Systems, pp. 287\u2013288 (2016)","DOI":"10.1145\/2897073.2897713"},{"key":"29_CR12","unstructured":"Breitgand, D.: Lean openwhisk. https:\/\/medium.com\/openwhisk\/lean-openwhisk-open-source-faas-for-edge-computing-fb823c6bbb9b. Accessed 7 Apr 2021"},{"key":"29_CR13","unstructured":"Copik, M., Kwasniewski, G., Besta, M., Podstawski, M., Hoefler, T.: SEBS: a serverless benchmark suite for function-as-a-service computing. arXiv preprint arXiv:2012.14132 (2020)"},{"key":"29_CR14","doi-asserted-by":"crossref","unstructured":"Gadepalli, P.K., Peach, G., Cherkasova, L., Aitken, R., Parmer, G.: Challenges and opportunities for efficient serverless computing at the edge. In: 2019 38th Symposium on Reliable Distributed Systems (SRDS), pp. 261\u20132615. IEEE (2019)","DOI":"10.1109\/SRDS47363.2019.00036"},{"key":"29_CR15","doi-asserted-by":"crossref","unstructured":"Hall, A., Ramachandran, U.: An execution model for serverless functions at the edge. In: Proceedings of the International Conference on Internet of Things Design and Implementation, pp. 225\u2013236 (2019)","DOI":"10.1145\/3302505.3310084"},{"key":"29_CR16","unstructured":"Jonas, E., et al.: Cloud programming simplified: a Berkeley view on serverless computing. arXiv preprint arXiv:1902.03383 (2019)"},{"key":"29_CR17","doi-asserted-by":"crossref","unstructured":"Lee, H., Satyam, K., Fox, G.: Evaluation of production serverless computing environments. In: 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), pp. 442\u2013450. IEEE (2018)","DOI":"10.1109\/CLOUD.2018.00062"},{"key":"29_CR18","doi-asserted-by":"crossref","unstructured":"Li, J., Kulkarni, S.G., Ramakrishnan, K., Li, D.: Understanding open source serverless platforms: Design considerations and performance. In: Proceedings of the 5th International Workshop on Serverless Computing, pp. 37\u201342 (2019)","DOI":"10.1145\/3366623.3368139"},{"key":"29_CR19","doi-asserted-by":"crossref","unstructured":"Nikolos, O.L., Papazafeiropoulos, K., Psomadakis, S., Nanos, A., Koziris, N.: Extending storage support for unikernel containers. In: Proceedings of the 5th International Workshop on Serverless Computing, pp. 31\u201336 (2019)","DOI":"10.1145\/3366623.3368138"},{"key":"29_CR20","unstructured":"Park, M., Bhardwaj, K., Gavrilovska, A.: Toward lighter containers for the edge. In: 3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 2020) (2020)"},{"key":"29_CR21","doi-asserted-by":"crossref","unstructured":"Pfandzelter, T., Bermbach, D.: TinyFaas: a lightweight FaaS platform for edge environments. In: 2020 IEEE International Conference on Fog Computing (ICFC), pp. 17\u201324. IEEE (2020)","DOI":"10.1109\/ICFC49376.2020.00011"},{"key":"29_CR22","unstructured":"Rausch, T., Hummer, W., Muthusamy, V., Rashed, A., Dustdar, S.: Towards a serverless platform for edge AI. In: 2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 2019) (2019)"},{"key":"29_CR23","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/j.future.2020.07.017","volume":"114","author":"T Rausch","year":"2021","unstructured":"Rausch, T., Rashed, A., Dustdar, S.: Optimized container scheduling for data-intensive serverless edge computing. Future Gener. Comput. Syst. 114, 259\u2013271 (2021)","journal-title":"Future Gener. Comput. Syst."},{"key":"29_CR24","doi-asserted-by":"crossref","unstructured":"Shahrad, M., Balkind, J., Wentzlaff, D.: Architectural implications of function-as-a-service computing. In: Proceedings of the 52nd Annual IEEE\/ACM International Symposium on Microarchitecture, pp. 1063\u20131075 (2019)","DOI":"10.1145\/3352460.3358296"},{"key":"29_CR25","unstructured":"Wang, L., Li, M., Zhang, Y., Ristenpart, T., Swift, M.: Peeking behind the curtains of serverless platforms. In: 2018 USENIX Annual Technical Conference (USENIX ATC 2018), pp. 133\u2013146 (2018)"},{"key":"29_CR26","doi-asserted-by":"crossref","unstructured":"Xiong, Y., Sun, Y., Xing, L., Huang, Y.: Extend cloud to edge with KubeEdge. In: 2018 IEEE\/ACM Symposium on Edge Computing (SEC), pp. 373\u2013377. IEEE (2018)","DOI":"10.1109\/SEC.2018.00048"},{"key":"29_CR27","doi-asserted-by":"crossref","unstructured":"Yu, T., et al.: Characterizing serverless platforms with serverlessbench. In: Proceedings of the 11th ACM Symposium on Cloud Computing, pp. 30\u201344 (2020)","DOI":"10.1145\/3419111.3421280"}],"container-title":["Lecture Notes in Computer Science","High Performance Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-90539-2_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,13]],"date-time":"2022-05-13T16:06:41Z","timestamp":1652458001000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-90539-2_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030905385","9783030905392"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-90539-2_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"13 November 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISC High Performance","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on High Performance Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 June 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 July 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"36","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"supercomputing2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.isc-hpc.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Linklings","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"74","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"24","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"32% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4.28","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4.13","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"In the ISC High Performance Workshop, there were 49 submissions, out of which 35  were accepted.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}