Results 81 to 90 of about 2,745 (218)
ABSTRACT The solid residue remaining after the solid–liquid extraction process in coffee preparation, commonly known as coffee grounds, has increasingly been reused as an adulterant, raising concerns regarding product authenticity and consumer safety.
Isabely Amadeu Montanha +5 more
wiley +1 more source
OptScaler: A Hybrid Proactive-Reactive Framework for Robust Autoscaling in the Cloud [PDF]
Autoscaling is a vital mechanism in cloud computing that supports the autonomous adjustment of computing resources under dynamic workloads. A primary goal of autoscaling is to stabilize resource utilization at a desirable level, thus reconciling the need
Zou, Ding +9 more
core +1 more source
Although granular resource management has been made possible by the architectural shift to Prefill-Decode (PD) disaggregation in Large Language Model (LLM) serving, it is still difficult to maintain strict Service Level Objectives (SLOs) under bursty ...
Seyed Hossein Ahmadpanah +2 more
doaj +1 more source
Abstract This study validates the four topside ionosphere model options included in the latest release of the International Reference Ionosphere (IRI‐2020) model: IRI‐2001, IRI‐2001cor, IRI‐NeQuick, and the default IRI‐COR2. To assess their ability to reproduce the topside profile while minimizing uncertainties associated with F2‐layer peak modeling ...
A. Pignalberi +9 more
wiley +1 more source
In the context of scaling a business-critical medical service that involves electronic medical record storage deployed in Kubernetes clusters, this research addresses the need to optimize the configuration parameters of horizontal pod autoscalers for ...
Dariusz R. Augustyn +2 more
doaj +1 more source
Performance Investigation of Four Ionospheric Models in Estimating hmF2 in High‐Latitude Regions
Abstract As a critical parameter characterizing the vertical structure of the ionosphere, the peak height of the F2 layer (hmF2) plays an essential role in frequency selection and signal propagation in high‐frequency (HF) communication systems. Accurate prediction of hmF2 is particularly important in high‐latitude regions.
T. Y. Li +5 more
wiley +1 more source
Self-adaptive trade-off decision making for autoscaling cloud-based services [PDF]
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 +5 more
core +1 more source
ILP Optimized LSTM-based Autoscaling and Scheduling of Containers in Edge-cloud Environment
Edge computing is a decentralized computing paradigm that brings computation and data storage closer to data sources, enabling faster processing and reduced latency.
Shivan Singh +4 more
doaj +1 more source
Towards Yo-Yo attack mitigation in cloud auto-scaling mechanism
Cloud platforms could automatically scale underlying network resources up and down in response to changes in the traffic load. Such an auto-scaling mechanism can largely enhance the elasticity and scalability of cloud platforms. However, it may introduce
Xiaoqiong Xu +5 more
doaj +1 more source
Spectral Pattern of Chocolate Production: Early Detection of Quality Problems
ABSTRACT Quality defects in chocolate can be classified as physicochemical quality problems and structural instability (blooming). Both problems can be detected after production and generally take time to become visible. Therefore, early detection tools are necessary to prevent economic losses in the food industry. In this study, FTIR spectra collected
Yağmur Küçükduman +9 more
wiley +1 more source

