Results 41 to 50 of about 6,213 (191)

Model-Driven Autoscaling for Hadoop Clusters [PDF]

2015 IEEE International Conference on Autonomic Computing, 2015
In this paper, we present the design and implementation of a model-driven auto scaling solution for Hadoop clusters. We first develop novel performance models for Hadoop workloads that relate job completion times to various workload and system parameters such as input size and resource allocation.
Anshul Gandhi, Parijat Dube, Andrzej Kochut, Li Zhang   +3 more
openaire   +1 more source

Graph neural networks for representing multivariate resource usage: A multiplayer mobile gaming case-study

International Journal of Information Management Data Insights, 2023
The emergence of Multiplayer Mobile Gaming (MMG) applications is intertwined with a plethora of Quality of Service and Quality of Experience requirements.
Theodoros Theodoropoulos, Antonios Makris, Ioannis Kontopoulos, John Violos, Przemysław Tarkowski, Zbyszek Ledwoń, Patrizio Dazzi, Konstantinos Tserpes   +7 more
doaj   +1 more source

Self-adaptive trade-off decision making for autoscaling cloud-based services [PDF]

, 2015
Elasticity in the cloud is often achieved by on-demand autoscaling. In such context, the goal is to optimize the Quality of Service (QoS) and cost objectives for the cloud-based services. However, the difficulty lies in the facts that these objectives, e.
Bahsoon, R, Chen, T
core   +3 more sources

B5G: Predictive Container Auto-Scaling for Cellular Evolved Packet Core

IEEE Access, 2021
In order to maintain a satisfactory performance in the midst of rapid growth of mobile traffic, the mobile network infrastructure needs to be scaled. Thus there has been significant interest in scalability of mobile core networks and a variety of scaling
Yahuza Bello, Alaa Awad Abdellatif, Mhd Saria Allahham, Ahmed Refaey Hussein, Aiman Erbad, Amr Mohamed, Mohsen Guizani   +6 more
doaj   +1 more source

Automated Network Service Scaling in NFV: Concepts, Mechanisms and Scaling Workflow [PDF]

, 2018
Next-generation systems are anticipated to be digital platforms supporting innovative services with rapidly changing traffic patterns. To cope with this dynamicity in a cost-efficient manner, operators need advanced service management capabilities such ...
Adamuz-Hinojosa, Oscar, Ameigeiras, Pablo, Folgueira, Jesus, Lopez, Diego, Ordonez-Lucena, Jose, Ramos-Munoz, Juan J.   +5 more
core   +3 more sources

Dynamic Autoscaling and Scheduling in Kubernetes Clusters with LSTM and ILP

Journal of Communications Software and Systems
Containerized applications provide benefits such as portability, security, and faster deployment, enabling organizations to adapt swiftly to dynamic business needs.
Somashekar Patil, Narayan D G, Ajeya Bhat   +2 more
doaj   +1 more source

Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing

, 2017
Mobile edge computing (a.k.a. fog computing) has recently emerged to enable in-situ processing of delay-sensitive applications at the edge of mobile networks.
Chen, Lixing, Ren, Shaolei, Xu, Jie
core   +1 more source

Scalability in Microservices: A systematic literature review

Journal of Computer Science and Technology
The scalability of microservices architectures is crucial for modern software systems, yet it presents significant challenges due to their inherent complexities.
Nishal Gurung, Sushil Shrestha, Rajani Chulyadyo   +2 more
doaj   +1 more source

Autoscaling Pods on an On-Premise Kubernetes Infrastructure QoS-Aware

IEEE Access, 2022
Cloud systems and microservices are becoming powerful tools for businesses. The evidence of the advantages of offering infrastructure, hardware or software as a service (IaaS, PaaS, SaaS) is overwhelming.
Lluis Mas Ruiz, Pere Pinol Pueyo, Jordi Mateo-Fornes, Jordi Vilaplana Mayoral, Francesc Solsona Tehas   +4 more
doaj   +1 more source

Damage diagnosis for offshore fixed wind turbines [PDF]

, 2019
This paper proposes a damage diagnosis strategy to detect and classify different type of damages in a laboratory offshore-fixed wind turbine model. The proposed method combines an accelerometer sensor network attached to the structure with a conceived ...
Agis Cherta, David, Pozo Montero, Francesc, Vidal Seguí, Yolanda   +2 more
core   +1 more source