Results 51 to 60 of about 3,474 (205)

A PLS‐CM and ASCA Procedure to Explore the Overlap of Two Classes

Journal of Chemometrics, Volume 40, Issue 11, November 2026.
ABSTRACT Class‐modeling (CM) and discriminant analysis (DA) are commonly applied to binary classification. DA enforces exclusive assignments of unknowns by constructing optimal delimiters, which may convey unwarranted certainty. Conversely, CM defines two class regions in the predictor space (2‐class model), allowing individuals to be assigned to one ...
O. Valencia, M. C. Ortiz, L. A. Sarabia
wiley   +1 more source

Reactive Autoscaling of Kubernetes Nodes

Proceedings of the 4th Workshop on Flexible Resource and Application Management on the Edge
Kubernetes is undoubtedly the most effective container orchestration system that automates container management with high scalability. It allows for running containerized applications on a Kubernetes cluster composed of a set of computing nodes. According to the native Kubernetes operating mode, all nodes in the cluster are used.
Tarek Menouer, Christophe Cérin, Patrice Darmon   +2 more
openaire   +2 more sources

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 0002   +3 more
openaire   +1 more source

Attention-Enhanced Multivariate Forecasting for Intelligent Microservice Autoscaling

Journal of Applied Informatics and Computing
Proactive autoscaling in cloud-native microservices requires anticipatory decisions because reactive controllers often lag under abrupt workload shifts. This study aims to improve autoscaling decision quality through a two-stage machine learning pipeline.
Nur Saifuddin, Mula Agung Barata, Ifnu Wisma Dwi Prastya   +2 more
doaj   +1 more source

Performance-Cost Trade-Off in Auto-Scaling Mechanisms for Cloud Computing

Sensors, 2022
Cloud computing has been widely adopted over the years by practitioners and companies with a variety of requirements. With a strong economic appeal, cloud computing makes possible the idea of computing as a utility, in which computing resources can be ...
Iure Fé, Rubens Matos, Jamilson Dantas, Carlos Melo, Tuan Anh Nguyen, Dugki Min, Eunmi Choi, Francisco Airton Silva, Paulo Romero Martins Maciel   +8 more
doaj   +1 more source

Comprehensive elucidation of volatile, phenolic, and organic acid profiles in Turkish mallow (Malva sylvestris L.) petal herbal tea: impact of diverse brewing conditions

Journal of the Science of Food and Agriculture, Volume 106, Issue 14, Page 8724-8741, November 2026.
Abstract BACKGROUND Mallow (Malva sylvestris L.) petals are traditionally consumed as herbal tea across the Mediterranean for their soothing and anti‐inflammatory properties; however, scientific characterization of this consumption‐relevant matrix under realistic brewing conditions remains scarce.
Armin Amanpour, Ali Tekin, Ali Adnan Hayaloglu   +2 more
wiley   +1 more source

An autoscalable approach to optimize energy consumption using smart meters data in serverless computing

Science and Technology for Energy Transition
Serverless computing has evolved as a prominent paradigm within cloud computing, providing on-demand resource provisioning and capabilities crucial to Science and Technology for Energy Transition (STET) applications.
Kaur Jasmine, Chana Inderveer, Bala Anju
doaj   +1 more source

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

Metabolomic Signatures of Longevity in Bivalves Reveal Reorganization of TCA Cycle and Amino Acid Metabolism

Aging Cell, Volume 25, Issue 11, November 2026.
Targeted metabolomics of gill and mantle tissues from five marine bivalve species spanning lifespans from approximately 30 to over 500 years revealed longevity‐associated metabolic signatures. Longer‐lived species exhibited reduced free amino acid pools, lactate, pyruvate‐related ratios, fumarate and malate, alongside increased succinate‐to‐fumarate ...
Pauline Bertrand, Clément J. L. Chevret, Enrique Rodríguez, Hélène Lemieux, Pierre U. Blier   +4 more
wiley   +1 more source

Cloud autoscaling for HTTP/2 workloads

, 2017
loud computing provides cost effective solutions for deploying services and applications. Even though resources can be provisioned on demand, they need to adapt quickly and in a seamless way to the workload intensity and
Maria Carla Calzarossa, MASSARI, LUISA, Luisa Massari, Momin I. M. Tabash, TABASH, MOMIN I.M., CALZAROSSA, MARIA, Tessera, Daniele, Daniele Tessera   +7 more
core   +1 more source