Balancing multiple conflicting objectives, such as latency and energy consumption.

 Using only heuristic-based algorithms for all optimization problems.

Eliminating the need for edge resources

Ensuring all computations occur exclusively in the cloud

Centralized linear programming

Distributed iterative improvement algorithms

Manual trial-and-error methods

Single-objective exact algorithms

Ignoring device mobility and focusing only on fixed sensors.

Random selection of devices without considering their resource availability.

Energy-aware selection that balances the trade-off between information quality and remaining battery life.

Assigning all tasks to the cloud for centralized processing.

0,25 s

4 Hz

0,25 Hz

4 s

 Establishing lightweight, secure communication channels suitable for resource-constrained edge devices.

Avoiding encryption entirely to reduce computational overhead.

Using unencrypted data transmission to improve performance.

Relying solely on centralized authentication mechanisms in the cloud.

Binomial Theorem

Pascal's triangle

Bernoulli trial

Binomial distribution

unusually low

not unusual

unusually high