Performance Analysis of Task Allocation Methods Edge Computing

Performance Analysis of Task Allocation Methods for Edge Computing

Implementation Plan:
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Step 1: Initially, we create a cloud-sim environment with 50 Edge Nodes ,10 Edge devices, 5 Edge Data centers and 50 Tasks.

Step 2: Then, we collect available resources data like battery power, CPU cores, memory, and storage.

Step 3: Next, we Implement Heuristic-based task allocation methods that assign tasks generated by edge devices to edge nodes based on resource availability.

Step 4: Next, we Analyze and evaluate the impact of energy level and load After allocation success.

Step 5: The subsequent performance metrics were used to validate the recommended techniques:

5.1: Number of Tasks vs Throughput (Mbps)

5.2: Number of Tasks vs Execution Time (ms)

5.3: Number of Tasks vs Energy Consumption (J)

5.4: Number of Tasks vs Failure rate (%)

Software Requirement:
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1. NetBeans-26

2. IFOGSIM

3. JDK 1.8

4. Windows 11 – [64-bits]

Note :-
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1) If the plan does not meet your requirements, provide detailed steps, parameters, models, or expected results in advance. Once implemented, changes won’t be possible without prior input; otherwise, we’ll proceed as per our implementation plan.

2) If the plan satisfies your requirement, Please confirm with us.

3) Project based on Simulation only, not a real time project.

4) Please understand that any modifications made to the confirmed implementation plan will not be made after the project development.

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