Lingjie Li

HyMetricScaler: A Multi-Metric-Driven Hybrid Autoscaling Framework for Kubernetes

Yuhong Feng, Jianming Li, Lingjie Li, Haoran Li et autres

Existing Kubernetes autoscaling solutions predominantly rely on single metrics with single-direction scaling (either horizontal or vertical), making it challenging to balance end-to-end latency and CPU utilization effectively. This paper introduces HyMetricScaler, a hybrid autoscaling framework. The framework employs a horizontal scaling component …

cn (code pays fourni par la source)

An adaptive length-variation based evolutionary multitasking algorithm for feature selection of high-dimensional classification

Lingjie Li, Yuze Zhang, Zhijiao Xiao, Qiuzhen Lin et autres

cn (code pays fourni par la source)

Joint computation offloading and service caching in Vehicular Edge Computing via a dynamic coevolutionary multiobjective optimization algorithm

Qijie Qiu, Yulong Ye, Lingjie Li, Zhijiao Xiao et autres

cn, gb (code pays fourni par la source)

Evolutionary Multiobjective Feature Selection Assisted by Unselected Features

Xuan Duan, Songbai Liu, Junkai Ji, Lingjie Li et autres

To enhance the generalization of multi-objective feature selection (MOFS) in classification, this paper proposes an evolutionary multitasking algorithm, diverging from previous approaches that exclusively target selected features. The algorithm integrates information from both selected and unselected features, introducing a novel objective to …

cn, hk (code pays fourni par la source)

Joint UAV Deployment and Task Offloading in Large-Scale UAV-Assisted MEC: A Multiobjective Evolutionary Algorithm

Lingjie Li, Zhijiao Xiao, Yuhong Feng, Qiuzhen Lin et autres

With the development of digital economy technologies, mobile edge computing (MEC) has emerged as a promising computing paradigm that provides mobile devices with closer edge computing resources. Because of high mobility, unmanned aerial vehicles (UAVs) have been extensively utilized to augment MEC …

cn (code pays fourni par la source)

A High-Dimensional Feature Selection Method via Selection and Non-selection Operators and Local Search Mechanism in Particle Swarm Optimization

Zhouming Zhu, Lingjie Li, Zhijiao Xiao, Songbai Liu et autres

cn (code pays fourni par la source)

Redefined decision variable analysis method for large-scale optimization and its application to feature selection

Yongfeng Li, Lingjie Li, Huimei Tang, Qiuzhen Lin et autres

cn, ca (code pays fourni par la source)

Multiobjective optimization algorithm with dynamic operator selection for feature selection in high-dimensional classification

Wenhong Wei, Manlin Xuan, Lingjie Li, Qiuzhen Lin et autres

cn, mx (code pays fourni par la source)

A convergence and diversity guided leader selection strategy for many-objective particle swarm optimization

Lingjie Li, Yongfeng Li, Qiuzhen Lin, Zhong Ming et autres

cn, es, mx (code pays fourni par la source)

A self‐organizing weighted optimization based framework for large‐scale multi‐objective optimization

Yongfeng Li, Lingjie Li, Qiuzhen Lin, Ka‐Chun Wong et autres

cn, hk, es, mx (code pays fourni par la source)