Expected structure (some sections may come later, when the Qs are better understood):
- Questions: (sub-)questions themselves that we want to answer doing the research. The first one in there is a broad overall question, the following ones usually are more specific.
- Hypotheses: what hypotheses we are testing with the experiments
- Assumptions: about the system/question — e.g. what’s already available in terms of data, infra, hardware, etc.
- Possible approaches: may be filled after preliminary research
- Outcomes: what do we get out of answering the Qs
Example
Here’s a simplified example of a research question write up from a different project.
RQ1: Anomaly Detection
Questions
- Can we identify periods in the systems’ monitoring data that represent anomalous behaviour? I.e. Ineffective usage
- How much labelled data is required to effectively identify these anomalous periods?
- Can the anomalous periods be identified across various configurations?
- Can the same model be used for different system, or will this be a model per system?
- Can we categorise the anomalies?
Some Qs are more specific then the others, they may cover different outcomes
Hypotheses
- Given the time series data for a system we can correctly identify anomalous periods
- Anomalous periods can be consistently identified across different system types
- Provided labelled data, we can categorise identified anomalous periods into the following categories: A, B, C