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

Plant Breeding and Biotechnology01:59

Plant Breeding and Biotechnology

21.4K
Crop cultivation has a long history in human civilization, with records showing the cultivation of cereal plants beginning at around 8000 BC. This early plant breeding was developed primarily to provide a steady supply of food.
21.4K
Microorganisms in Agriculture and Food industry01:27

Microorganisms in Agriculture and Food industry

1.3K
Microorganisms play a crucial role in agriculture and the food industry, contributing to soil fertility, crop protection, and food production. Their functions range from nitrogen fixation and biopesticide production to fermentation and food preservation, making them indispensable to sustainable farming and food safety.Role in AgricultureNitrogen-fixing bacteria, such as Rhizobium (symbiotic) and Azotobacter (free-living), convert atmospheric nitrogen into ammonia through biological nitrogen...
1.3K
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.1K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.1K
Environmental Applications of Microorganisms01:30

Environmental Applications of Microorganisms

924
Microorganisms play a pivotal role in maintaining ecosystem balance by recycling essential elements such as carbon, nitrogen, and phosphorus, as well as supporting processes like bioremediation, wastewater treatment, and biofuel production.Microbes in Elemental CyclesIn the carbon cycle, microorganisms decompose organic matter, releasing carbon dioxide via aerobic respiration. This carbon dioxide is subsequently used by photosynthetic organisms to synthesize organic compounds, closing the...
924
Control Systems: Applications01:25

Control Systems: Applications

1.1K
Electrical engineering plays a pivotal role in our daily lives, with control systems at the heart of many applications, from home appliances to sophisticated space shuttles. Control systems manage and regulate the behavior of devices and processes, ensuring they function safely, correctly, and efficiently.
In modern vehicles, control systems manage various functions to enhance performance and safety. The steering wheel and accelerator are primary inputs in a car's control system. The...
1.1K
Distribution Reliability and Automation01:25

Distribution Reliability and Automation

488
Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
488

You might also read

Related Articles

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

Sort by
Same author

Recent Developments and Applications of Terahertz Spectroscopy in Food Analysis.

Biosensors·2025
Same author

Advances in Nondestructive Technologies for External Eggshell Quality Evaluation.

Sensors (Basel, Switzerland)·2025
Same author

Current Status of Grain Drying Technology and Equipment Development: A Review.

Foods (Basel, Switzerland)·2025
Same author

Au-Ag Bimetallic Nanoparticles for Surface-Enhanced Raman Scattering (SERS) Detection of Food Contaminants: A Review.

Foods (Basel, Switzerland)·2025
Same author

Structure of the DDB1-AMBRA1 E3 ligase receptor complex linked to cell cycle regulation.

Nature communications·2023
Same author

Reduced IgG2 with thrombocytopenia predicts mortality in patients with influenza pneumonia.

Heart & lung : the journal of critical care·2023
Same journal

Untargeted metabolomics reveals the metabolic basis of sugar-acid balance and quality differentiation in melon.

Frontiers in plant science·2026
Same journal

Biogenic volatile organic compound emission characteristics of dominant tree species in temperate broad-leaved Korean pine forests in Northeast China.

Frontiers in plant science·2026
Same journal

Study on differences in flavonoid synthesis in <i>Xanthoceras sorbifolia</i> leaves based on transcriptome analysis.

Frontiers in plant science·2026
Same journal

Evolutionary diversification of the <i>STAYGREEN</i> gene family in <i>Nicotiana</i>.

Frontiers in plant science·2026
Same journal

Identification and fungicide sensitivity of <i>Monosporascus lespedezae</i> sp. nov. causing root rot of <i>Lespedeza davurica</i> in Gansu, China.

Frontiers in plant science·2026
Same journal

Editorial: Plant phenotyping for agriculture.

Frontiers in plant science·2026
See all related articles

Related Experiment Video

Updated: Jan 12, 2026

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem
10:15

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem

Published on: February 3, 2021

4.1K

Cloud-edge-device collaborative computing in smart agriculture: architectures, applications, and future perspectives.

Pengpeng Yu1, Fei Teng2, Wenhui Zhu3

  • 1School of Agricultural Engineering, Jiangsu University, Zhenjiang, China.

Frontiers in Plant Science
|October 30, 2025
PubMed
Summary
This summary is machine-generated.

Cloud-edge-device collaboration enhances smart agriculture by enabling distributed intelligence for food security and sustainable resource management. This approach addresses challenges and outlines future research directions for advanced agricultural systems.

Keywords:
cloud–edge–device collaborationdistributed computingedge artificial intelligence (edge AI)environmental monitoringintelligent irrigationpest and disease managementprecision livestock farmingsmart agriculture

More Related Videos

High-Throughput, In-Field Screening of Photosynthetic Efficiency in Crop Plants Using an Autonomous Robot
07:05

High-Throughput, In-Field Screening of Photosynthetic Efficiency in Crop Plants Using an Autonomous Robot

Published on: January 9, 2026

1
A Hydroponic Co-cultivation System for Simultaneous and Systematic Analysis of Plant/Microbe Molecular Interactions and Signaling
11:16

A Hydroponic Co-cultivation System for Simultaneous and Systematic Analysis of Plant/Microbe Molecular Interactions and Signaling

Published on: July 22, 2017

14.6K

Related Experiment Videos

Last Updated: Jan 12, 2026

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem
10:15

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem

Published on: February 3, 2021

4.1K
High-Throughput, In-Field Screening of Photosynthetic Efficiency in Crop Plants Using an Autonomous Robot
07:05

High-Throughput, In-Field Screening of Photosynthetic Efficiency in Crop Plants Using an Autonomous Robot

Published on: January 9, 2026

1
A Hydroponic Co-cultivation System for Simultaneous and Systematic Analysis of Plant/Microbe Molecular Interactions and Signaling
11:16

A Hydroponic Co-cultivation System for Simultaneous and Systematic Analysis of Plant/Microbe Molecular Interactions and Signaling

Published on: July 22, 2017

14.6K

Area of Science:

  • Agricultural Science
  • Computer Science
  • Engineering

Background:

  • Growing global demand for food security and sustainable resource management drives smart agriculture innovation.
  • Traditional centralized computing architectures face limitations in processing and decision-making for complex agricultural needs.

Purpose of the Study:

  • To provide a comprehensive review of cloud-edge-device collaborative computing in smart agriculture.
  • To identify key application domains, challenges, and future research directions.

Main Methods:

  • Literature review of cloud-edge-device collaboration architectures and applications in agriculture.
  • Analysis of technical characteristics, challenges, and emerging research areas.

Main Results:

  • Cloud-edge-device collaboration offers distributed intelligence, real-time processing, and adaptive decision-making.
  • Key application domains include environmental monitoring, intelligent irrigation, UAV-machinery coordination, livestock health, and pest control.
  • Identified challenges include device heterogeneity, data consistency, resource constraints, and privacy concerns.

Conclusions:

  • Cloud-edge-device collaboration is crucial for next-generation smart agriculture systems.
  • Outlined research directions include intelligent scheduling, edge AI, data fusion, federated learning, interoperability, and digital twins.
  • This review serves as a foundation for designing and implementing advanced smart agriculture solutions.