Related Experiment Video
Updated: Oct 27, 2025
05:30
Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
873
An Efficient Dynamic-Decision Based Task Scheduler for Task Offloading Optimization and Energy Management in Mobile
Abid Ali1, Muhammad Munawar Iqbal1, Harun Jamil2
1Department of Computer Science, University of Engineering and Technology, Taxila 47080, Pakistan.
Sensors (Basel, Switzerland)
|July 20, 2021
Summary
This study introduces a novel algorithm for mobile devices to optimize energy and time management during task processing. The new method enhances computational performance and reduces energy consumption for mobile cloud computing tasks.
Area of Science:
- Computer Science
- Mobile Computing
- Distributed Systems
Background:
- Mobile devices face limitations in storage, computation, and energy, impacting task processing efficiency.
- These limitations are critical in mobile cloud computing, fog computing, and edge computing environments.
- Task offloading and management are complex due to mobile devices' inherent resource constraints.
Purpose of the Study:
- To develop an energy-efficient dynamic decision-based task scheduling algorithm for mobile devices.
- To enhance mobile device decision-making and computational performance during task offloading.
- To reduce energy consumption and execution time for mobile computing tasks.
Main Methods:
- A novel task scheduling algorithm based on an energy-efficient dynamic decision-making approach.
- Implementation of a dedicated task scheduling server for cloud-based offloading computation.
- Empirical algorithm application for optimizing task scheduling processes.
Main Results:
- The proposed model demonstrates rapid adaptation to cloud computing tasks and mobile device resource computations.
- Significant reductions in energy consumption and task scheduling time were achieved.
- Enhanced mobile device decision-making ability and computational performance during task offloading.
Conclusions:
- The developed algorithm effectively addresses energy consumption and time execution challenges in mobile computing.
- The novel task scheduling server improves overall system efficiency and mobile device capabilities.
- This research offers a practical solution for optimizing resource management in mobile cloud environments.
More Related Videos
10:36Author Spotlight: Optimization of Airflow Velocities in Battery Cooling Systems for Enhanced Thermal Performance and Reduced Energy Consumption
Published on: November 3, 2023
1.8K
11:53The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
Published on: October 14, 2017
11.9K
Related Concept Videos
01:21Distributed Loads: Problem Solving
845
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...
845
01:19Distributed Loads
718
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...
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...
718
01:10Work and Energy for Variable Forces
4.6K
When an object is acted upon by a variable force, the amount of work done and the change in energy of the object can be more complex to calculate compared to when a constant force is applied. Work is the product of force and displacement, while energy is the capacity of a system to do work. When a constant force is applied to an object, the work done can be calculated as the product of the force and the distance moved in the direction of the force. However, when a variable force is applied, the...
4.6K
02:12Short-distance Transport of Resources
16.8K
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.
16.8K
00:51Energy Budgets
9.9K
Organisms must balance energy intake with the energy required for growth, maintenance and reproduction. These trade-offs result in a variety of survivorship and reproductive strategies, including semelparity and iteroparity. Semelparous species, like annual plants, have only one reproductive episode in their lifetimes and consequently have short lifespans. Iteroparous species, by contrast, have many reproductive events during their lifetimes but have relatively few offspring. These two...
9.9K
01:24Fast Decoupled and DC Powerflow
361
The fast decoupled power flow method addresses contingencies in power system operations, such as generator outages or transmission line failures. This method provides quick power flow solutions, essential for real-time system adjustments. Fast decoupled power flow algorithms simplify the Jacobian matrix by neglecting certain elements, leading to two sets of decoupled equations:
361