Results 81 to 90 of about 3,474 (205)

Context-Aware Autoscaling for Cost-Efficient Large Language Model Inference With Prefix Cache Integration

IEEE Access
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, Amir Sahafi, Seyed Hossein Erfani   +2 more
doaj   +1 more source

Tuning a Kubernetes Horizontal Pod Autoscaler for Meeting Performance and Load Demands in Cloud Deployments

Applied Sciences
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, Łukasz Wyciślik, Mateusz Sojka   +2 more
doaj   +1 more source

autoscaling

Citation: 'autoscaling' in the IUPAC Compendium of Chemical Terminology, 5th ed.; International Union of Pure and Applied Chemistry; 2025. Online version 5.0.0, 2025. 10.1351/goldbook.10044 • License: The IUPAC Gold Book is licensed under Creative Commons Attribution-ShareAlike CC BY-SA 4.0 International for individual terms.
openaire   +1 more source

Serverless Functions in Cloud–Edge Environments: A Comprehensive Critical Review and Taxonomy

Future Internet
Cloud–edge continuums are driving the shift of cloud-native applications from centralized data centers to latency-, mobility-, privacy-, and energy-saving applications.
Abdullah Abbasi, Dil Nawaz Hakro, Asad Ullah, Suhail S. M. Alqrinawi, Akhtar Hussain, Osama Al Rahbi, Mohammed Izaan Kari, Suad Mohammed Al Qassabi, Muhammad Hafidz Fazli Bin Md Fauadi   +8 more
doaj   +1 more source

ILP Optimized LSTM-based Autoscaling and Scheduling of Containers in Edge-cloud Environment

Journal of Telecommunications and Information Technology
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, Narayan D.G., Sadaf Mujawar, G.S. Hanchinamani, P.S. Hiremath   +4 more
doaj   +1 more source

Implementation Autoscaling Container Web Server using Kubernetes Promox Based on Server University of Darussalam Gontor [PDF]

, 2019
Layanan web server berbasis virtualisasi di Universitas Darussalam Gontor belum diimplementasikan, selain itu permasalahan website pada umumnya yaitu web server tidak mampu melayani jumlah permintaan yang tinggi sehingga web server bisa down.
ROSYADI, IMRON, Putra, Oddy Virgantara, Utama, Shoffin Nahwa   +2 more
core   +1 more source

Performance and viability analysis of deploying cloud-native 5G autoscaling platforms

5G mobile network technology is undergoing rapid deployment. Autoscaling in 5G refers to the dynamic allocation and removal of network functions based on real-time service demand.
Ren, Yi, Parr, Gerard, Zhang, Xu, Yucebas, Amber, Xiong, Ruoting   +4 more
core   +3 more sources

Pretreatment Methods for Enhancing Machine Learning Performance on Metabolomics Data

IEEE Access
Pretreatment methods are critical for metabolomics data analysis, yet their impact on machine learning performance remains insufficiently explored.
Rustam
doaj   +1 more source

Methods of autoscaling and scheduling in Cloud Computing [PDF]

, 2023
Структура дипломної роботи: Загальний об’єм пояснювальної записки: 96 сторінок, 48 рисунків, 6 таблиць, 32 посилання, 9 додаток. Актуальність теми. Найбільш популярною перевагою у використанні автоматичного масштабування є потенційно велика економія ...
Тринус, Нікіта Вячеславович
core  

Machine Learning-Based Kubernetes Autoscaling: A Comprehensive Review of HPA, VPA, Cluster Autoscaler, and KEDA Approaches

Kubernetes has become the dominant orchestration platform for cloud-native applications, where autoscaling plays a critical role in maintaining performance, availability, and infrastructure efficiency.
Ratana Soth, Sa Math, Tharoeun Thap
core   +1 more source