years from the end of the research project, unless there are valid reasons not to do so. [...] Develop a written data management strategy for managing research outputs within the first 12 months of the

problem/observation first, not your solution  Discuss early ideas with collaborators and friends  Develop your taste for good research topics  Topic selection needs time  pipeline model  Ex. Compressed

support for localization is flawed. • The streams API is subtle and complex, so programmers must develop experience with it in order to use it effectively. However, streams were historically banned in Google