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Introduction to Learning01:18

Introduction to Learning

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Learning is the process of acquiring knowledge or skills through practice or experience, leading to long-lasting behavioral changes. This acquisition occurs through interaction with the environment and requires practice or experience. For instance, mastering a skill such as surfing requires considerable practice and experience, highlighting the essential role of repeated interactions with the environment in learning.
In contrast to learned behaviors, unlearned behaviors such as crying, sexual...
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Machines01:19

Machines

449
Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. One example of a machine is the cutting plier, which is used to cut wires by applying forces to its handles. When equal and opposite forces are exerted on the handles of the cutting plier, they cause the cutting edges to come together and apply equal and opposite reaction forces on the wire, which are greater than the applied forces.
A free-body diagram of the...
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Distribution Reliability and Automation01:25

Distribution Reliability and Automation

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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...
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Ampere-Maxwell's Law: Problem-Solving01:17

Ampere-Maxwell's Law: Problem-Solving

920
A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of the...
920
Cognitive Learning01:21

Cognitive Learning

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Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
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Machines: Problem Solving I01:22

Machines: Problem Solving I

539
A toggle clamp is a mechanical device commonly used for holding and clamping objects in various applications, such as woodworking, metalworking, and assembly operations. Consider a toggle clamp subjected to a force of 200 N at the handle. The vertical clamping force can be calculated, provided the dimensions of the toggle clamp are known.
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Related Experiment Video

Updated: Nov 15, 2025

Integration of 5G Experimentation Infrastructures into a Multi-Site NFV Ecosystem
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A Fully Open-Source Approach to Intelligent Edge Computing: AGILE's Lesson.

Massimo Vecchio1, Paolo Azzoni2, Andreas Menychtas3,4

  • 1OpenIoT Research Unit, Fondazione Bruno Kessler, 38123 Trento, Italy.

Sensors (Basel, Switzerland)
|March 6, 2021
PubMed
Summary
This summary is machine-generated.

The AGILE project developed a flexible, low-cost framework for adaptive Internet of Things (IoT) gateways. This modular solution supports rapid prototyping and customization for diverse consumer and industrial IoT applications.

Keywords:
IoTedge computingknowledge-based configurationmodular approachopen hardwareopen sourcerecommender systems

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Area of Science:

  • Computer Science
  • Electrical Engineering
  • Embedded Systems

Background:

  • The Internet of Things (IoT) market suffers from fragmentation, particularly in embedded, multi-service, adaptive gateways.
  • Lack of cost-effective, flexible solutions hinders rapid prototyping and market entry for new IoT applications.

Purpose of the Study:

  • To present the outcomes of the AGILE project, which delivered a modular hardware and software framework for adaptive IoT gateways.
  • To provide a low-cost solution for proof-of-concept implementations and rapid prototyping in consumer and industrial IoT markets.

Main Methods:

  • Development of a modular, open-source hardware and software framework named AGILE.
  • Implementation of a multi-service gateway to manage non-IP IoT devices.
  • Demonstration through two distinct showcases: a quantified self application and an industrial air pollution monitoring station.

Main Results:

  • AGILE offers a cost-effective, customizable foundation for developing and deploying complete IoT solutions.
  • The framework simplifies market access for startups and allows end-user customization.
  • Successful configuration, deployment, and assessment of diverse IoT applications were achieved.

Conclusions:

  • The AGILE framework addresses the need for adaptable, affordable IoT gateway solutions.
  • It fosters innovation by enabling rapid prototyping and customization for both consumer and industrial sectors.
  • The project highlights the benefits of open principles in hardware and software for the IoT ecosystem.