Inference with the chosen HMM
implementation will not occur in real-time
|
Medium
|
Lack of real-time interaction
with the user may:
- disrupt the user's experience
- decrease user acceptance of the system
- reduce the effectiveness of the system
|
We will consider multiple HMM
implementations (Jahmm and cuHMM) to ensure real-time inference.
If none of the implementations provide real-time inference, we will
implement a distributed HMM that performs distributed inference using
Hadoop Map/Reduce to accelerate inference and ensure real-time
interaction.
|