Exploring sustainable alternatives for the deployment of microservices architectures in the cloudResearch Paper
As organizations increasingly migrate their applications to the cloud, the optimization of microservices architectures becomes imperative for achieving sustainability goals. Nonetheless, sustainable deployments may increase costs and deteriorate performance, thus the identification of optimal trade-offs among these conflicting requirements is a key objective not easy to achieve. This paper introduces a novel approach to support cloud deployment of microservices architectures by targeting optimal combinations of application performance, deployment costs, and power consumption. By leveraging genetic algorithms, specifically NSGA-II, we automate the generation of alternative architectural deployments. The results demonstrate the potential of our approach through a comprehensive assessment of the Train Ticket case study.
Fri 7 JunDisplayed time zone: Chennai, Kolkata, Mumbai, New Delhi change
11:30 - 13:00 | Session 5: QoS - 2Research Papers Session Chair: Davide Taibi, University of Oulu, and Tampere University, Finland. | ||
11:30 25mResearch paper | Exploring sustainable alternatives for the deployment of microservices architectures in the cloudResearch Paper Research Papers A: Vittorio Cortellessa University of L'Aquila, A: Daniele Di Pompeo University of L'Aquila, A: Michele Tucci University of L'Aquila | ||
11:55 25mResearch paper | Smart HPA: A Resource-Efficient Horizontal Pod Auto-scaler for Microservice ArchitecturesResearch Paper Research Papers A: Hussain Ahmad University of Adelaide, A: Christoph Treude Singapore Management University, A: Markus Wagner Monash University, Australia, A: Claudia Szabo The University of Adelaide | ||
12:20 25mResearch paper | Automating the Evaluation of Interoperability Effectiveness in Heterogeneous IoT SystemsResearch Paper Research Papers A: Georgios Bouloukakis Télécom SudParis, Institut Polytechnique de Paris, A: Nikolaos Georgantas , A: Ajay Kattepur Ericsson Research, A: Houssam Hajj Hassan SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, A: Valerie Issarny Inria | ||
12:45 15mShort-paper | A Message Broker Architecture for Adaptive Data Exchange in the IoTShort Paper Research Papers A: Houssam Hajj Hassan SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, A: Georgios Bouloukakis Télécom SudParis, Institut Polytechnique de Paris, A: Luca Scalzotto , A: Nirmine Khaled , A: Denis Conan SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, A: Ajay Kattepur , A: Djamel Belaïd | ||