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Elixir: an agent for supporting elasticity in Docker Swarm

Alexiou Michail, Petrakis Evripidis

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/8E0E92DB-A0F1-421C-9971-E48DA1BFECB3-
Αναγνωριστικόhttps://doi.org/10.1007/978-3-030-44041-1_96-
Αναγνωριστικόhttps://link.springer.com/chapter/10.1007/978-3-030-44041-1_96-
Γλώσσαen-
Μέγεθος12 pagesen
ΤίτλοςElixir: an agent for supporting elasticity in Docker Swarmen
ΔημιουργόςAlexiou Michailen
ΔημιουργόςΑλεξιου Μιχαηλel
ΔημιουργόςPetrakis Evripidisen
ΔημιουργόςΠετρακης Ευριπιδηςel
ΕκδότηςSpringer Natureen
ΠερίληψηElixir is an autonomous agent that extends the capabilities of Docker Swarm in certain ways: (a) it supports monitoring of resources in real-time, (b) introduces a scheduler for balancing the workload among swarm nodes and, most importantly, (c) supports automatic scaling-up (or down) of worker nodes at run-time with no downtime (i.e. without stopping the system). The proposed scaling strategy is reactive and works by responding to static (pre-defined) thresholds applying on resource metrics (e.g. RAM, CPU). The experimental results demonstrate that Docker Swarm with Elixir responds to the increasing (or decreasing) resource demands of each application leading to significantly faster response times compared to its non-auto scaled counterpart, while maintaining optimal allocation of resources per application.en
ΤύποςΔημοσίευση σε Συνέδριοel
ΤύποςConference Publicationen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2022-05-17-
Ημερομηνία Δημοσίευσης2020-
Θεματική ΚατηγορίαAutonomous agentsen
Θεματική ΚατηγορίαComputer programmingen
Θεματική ΚατηγορίαOptimal allocationen
Βιβλιογραφική ΑναφοράM.S. Alexiou and E.G.M. Petrakis, “Elixir: an agent for supporting elasticity in Docker Swarm,” in Advanced Information Networking and Applications, vol 1151, Advances in Intelligent Systems and Computing, L. Barolli, F. Amato, F. Moscato, T. Enokido, M. Takizawa, Eds., Cham, Switzerland: Springer Nature, 2020, pp. 1114-1125, doi: 10.1007/978-3-030-44041-1_96.en

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