CPU throttling-aware AI-based autoscaling for Kubernetes [PDF]
International audience5G networks are moving towards cloud-native architectures and expect higher performances, customizability, and cost efficiency compared to previous generations.
Kuranage, Menuka Perera Jayasuriya +4 more
core +1 more source
Implementasi Failover Dan Autoscaling Kontainer Web Server Nginx Pada Docker Menggunakan Kubernetes [PDF]
, 2018 Web server merupakan salah satu komponen penting didalam proses hosting sebuah website. Web server yang baik harus mampu melayanai request dari pengguna selama 24 jam 7 hari dimana jika web server mati maka layanan website akan berhenti.
Sumbogo, Yosua Tito
core
Optimizing Simultaneous Autoscaling for Serverless Cloud Computing
2024 IEEE 17th International Conference on Cloud Computing (CLOUD)This paper explores resource allocation in serverless cloud computing platforms and proposes an optimization approach for autoscaling systems. Serverless computing relieves users from resource management tasks, enabling focus on application functions. However, dynamic resource allocation and function replication based on changing loads remain crucial ...
Harold J. Ship +4 more
openaire +2 more sources
SBPAM: Secure Based Predictive Autoscaling Model For containerized application [PDF]
IJCI International Journal of Computers and Information, 2021 M. Shenawy, Khalid Amin, Hayam Mousa
doaj +1 more source
Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods [PDF]
Edge computing breaks with traditional autoscaling due to strict resource constraints, thus, motivating more flexible scaling behaviors using multiple elasticity dimensions.
Furutanpey, Alireza; orcid: +4 more
core +1 more source
Auto-Scaling Techniques in Cloud Computing: Issues and Research Directions
SensorsIn the dynamic world of cloud computing, auto-scaling stands as a beacon of efficiency, dynamically aligning resources with fluctuating demands. This paper presents a comprehensive review of auto-scaling techniques, highlighting significant advancements ...
Saleha Alharthi +3 more
doaj +1 more source
Minimum-Cost Design of Auto-Scaling Server Farms Providing Reliability Guarantees
IEEE Open Journal of the Communications SocietyAs next-generation mobile networks increasingly rely on virtualized infrastructure to deliver critical services, ensuring both the efficiency and reliability of server farms becomes essential.
Jesus Perez-Valero +4 more
doaj +1 more source
HPAQT: Adaptive and Interpretable High-level SLO-aware Autoscaling with Reinforcement Learning [PDF]
Modern distributed applications rely on virtualized infrastructures to elastically meet their performance requirements. In this setting, autoscaling enables elastic adaptations at runtime.
Furutanpey, Alireza; orcid: +3 more
core +1 more source
A Fully Decentralized Autoscaling Algorithm for Stream Processing Applications [PDF]
, 2019 International audienceStream Processing deals with the efficient, real-time processing of continuous streams of data. Stream Processing engines ease the development and deployment of such applications which are commonly pipelines of operators to be ...
Belkhiria, Mehdi, Tedeschi, Cédric
core +1 more source
A Trend Detection-Based Auto-Scaling Method for Containers in High-Concurrency Scenarios
IEEE AccessCloud computing technology is widely embraced due to its ability to meet diverse computing resource demands from users. As the user base grows, the challenge for cloud service providers to dynamically allocate resources to applications according to real ...
Haipeng Liu +3 more
doaj +1 more source