Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Distributed Loads: Problem Solving01:21

Distributed Loads: Problem Solving

806
Beams are structural elements commonly employed in engineering applications requiring different load-carrying capacities. The first step in analyzing a beam under a distributed load is to simplify the problem by dividing the load into smaller regions, which allows one to consider each region separately and calculate the magnitude of the equivalent resultant load acting on each portion of the beam. The magnitude of the equivalent resultant load for each region can be determined by calculating...
806
Short-distance Transport of Resources02:12

Short-distance Transport of Resources

16.6K
Short-distance transport refers to transport that occurs over a distance of just 2-3 cells, crossing the plasma membrane in the process. Small uncharged molecules, such as oxygen, carbon dioxide, and water, can diffuse across the plasma membrane on their own. In contrast, ions and larger molecules require the assistance of transport proteins due to their charge or size. Transport across membranes also occurs within individual cells, playing a variety of essential roles for the plant as a whole.
16.6K
Microtubules01:18

Microtubules

7.9K
Microtubules are the thickest cytoskeletal filaments with a diameter of 25 nm. In prokaryotic organisms, microtubules are commonly found in locomotory appendages like cilia and flagella. In eukaryotic cells, microtubules form specialized extensions for moving fluid over the surface, like those found in cells lining the intestine.
Microtubules have two structurally similar globular protein subunits: α and β tubulins. In the cytosol, the α and β tubulins form a heterodimer....
7.9K
Reinforcement Schedules01:24

Reinforcement Schedules

257
Positive reinforcement is a powerful method for teaching new behaviors to both animals and humans. B.F. Skinner demonstrated this with his experiments using rats in a Skinner box. When a rat pressed a lever, it received a food pellet. This immediate reward encouraged the rat to repeat the behavior. This method, where a reward follows every instance of the behavior, is known as continuous reinforcement. It is highly effective for establishing new behaviors quickly.
Once a behavior is learned,...
257
Relation Between the Distributed Load and Shear01:23

Relation Between the Distributed Load and Shear

822
Understanding the relationship between the distributed load and shear force in structural analysis is crucial for analyzing beams subjected to various loading conditions. Consider the case of a beam experiencing a distributed load, two concentrated loads, and a couple moment.
822
Distributed Loads01:19

Distributed Loads

682
Distributed loads are a common type of load that engineers and scientists encounter in various practical situations. Distributed loads often refer to a type of load spread over a surface or a structure and can be modeled as continuous force per unit area.
For example, consider a bookshelf filled with books stacked vertically adjacent to each other. The weight of the books is evenly distributed over the length of the shelf. As a result, the pressure at different locations on the surface of the...
682

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Dual Active Sites Enhanced Plasmon-Driven N<sub>2</sub> Photoreduction Over MoO<sub>3-X</sub> Nanosheets Under Visible Excitation.

Small (Weinheim an der Bergstrasse, Germany)·2026
Same author

RE：Electroacupuncture improves cognitive function and neuropsychiatric symptoms in breast cancer survivors: a pilot randomized controlled trial.

Journal of the National Cancer Institute·2026
Same author

Acupuncture for chronic insomnia with mild cognitive impairment: protocol for a randomized controlled trial.

Frontiers in neurology·2026
Same author

Reprogramming the Fate of Stored Excitation Energy in Persistent Phosphors for Dark Photocatalysis.

Angewandte Chemie (International ed. in English)·2026
Same author

Acupuncture promotes post-stroke angiogenesis and neuroprotection through regulation of the DLL4/Notch1 signaling pathway.

Histology and histopathology·2026
Same author

IUPHAR review. Gut microbial metabolites as remote regulators of behavior and neuropsychiatric disease.

Pharmacological research·2026
Same journal

DARUMA: a gateway to fast and easy prediction of intrinsically disordered regions.

PeerJ. Computer science·2026
Same journal

Alzheimer's disease detection using a quantum deep neural network with Haralick feature extraction and simulated annealing optimization.

PeerJ. Computer science·2026
Same journal

Network anomaly detection using Deep Autoencoder and parallel Artificial Bee Colony algorithm-trained neural network.

PeerJ. Computer science·2026
Same journal

An anomaly detection model for multivariate time series with anomaly perception.

PeerJ. Computer science·2026
Same journal

Retraction: A wormhole attack detection method for tactical wireless sensor networks.

PeerJ. Computer science·2026
Same journal

Evaluation of mental disorder with prioritization of its type by utilizing the bipolar complex fuzzy decision-making approach based on Schweizer-Sklar prioritized aggregation operators.

PeerJ. Computer science·2026
See all related articles

Related Experiment Video

Updated: Oct 6, 2025

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
05:30

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit

Published on: September 8, 2023

718

Sim-DRS: a similarity-based dynamic resource scheduling algorithm for microservice-based web systems.

Yiren Li1,2, Tieke Li1, Pei Shen2

  • 1School of Economics and Management, University of Science and Technology Beijing, Beijing, China.

Peerj. Computer Science
|January 17, 2022
PubMed
Summary
This summary is machine-generated.

This study introduces a new dynamic resource scheduling algorithm for microservice-based web systems (MWS). The proposed similarity-based approach efficiently manages complex autoscaling actions, outperforming existing methods in cloud environments.

Keywords:
Dynamic resource schedulingMicroserviceNSGA-IIProblem similarity

More Related Videos

Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption
10:36

Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption

Published on: November 3, 2023

1.7K
Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant
05:18

Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant

Published on: October 6, 2023

1.5K

Related Experiment Videos

Last Updated: Oct 6, 2025

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
05:30

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit

Published on: September 8, 2023

718
Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption
10:36

Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption

Published on: November 3, 2023

1.7K
Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant
05:18

Author Spotlight: Improving Radiation Therapy Access with Radiation Planning Assistant

Published on: October 6, 2023

1.5K

Area of Science:

  • Computer Science
  • Cloud Computing
  • Software Engineering

Background:

  • Microservice-based Web Systems (MWS) are crucial for large-scale cloud applications, offering scalability through modular services.
  • Autoscaling in MWS, while beneficial for scalability, presents complex and reactive challenges due to dynamic workloads.
  • Existing research has not adequately addressed the dynamic resource scheduling problem in MWS.

Purpose of the Study:

  • To formulate the Dynamic Resource Scheduling for Microservice-based Web Systems (DRS-MWS) problem.
  • To propose a novel similarity-based heuristic scheduling algorithm for MWS.
  • To evaluate the proposed algorithm's performance against state-of-the-art methods.

Main Methods:

  • Formulation of the Dynamic Resource Scheduling for Microservice-based Web Systems (DRS-MWS) problem.
  • Development of a similarity-based heuristic scheduling algorithm leveraging solutions from similar problems.
  • Experimental evaluation using a well-known microservice benchmark on public cloud infrastructure.

Main Results:

  • The proposed similarity-based heuristic scheduling algorithm demonstrates superior performance.
  • Experimental results show significant improvements compared to three state-of-the-art algorithms.
  • The algorithm effectively handles dynamic resource scheduling challenges in MWS.

Conclusions:

  • The developed similarity-based heuristic algorithm provides an effective solution for Dynamic Resource Scheduling in Microservice-based Web Systems.
  • The findings highlight the potential of similarity-based approaches for optimizing MWS autoscaling.
  • The research contributes a novel method for managing complex autoscaling in cloud-based web applications.