1 / 11

Software Trajectory Analysis: an empirically based method for automated software process discovery

Software Trajectory Analysis: an empirically based method for automated software process discovery. Pavel Senin Collaborative Software Development Laboratory Department of Information and Computer Sciences University of Hawaii senin@hawaii.edu

ricky
Download Presentation

Software Trajectory Analysis: an empirically based method for automated software process discovery

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Software Trajectory Analysis:an empirically based method for automated software process discovery Pavel Senin Collaborative Software Development Laboratory Department of Information and Computer Sciences University of Hawaii senin@hawaii.edu Committee: Philip M. Johnson (Chair), KyungimBaek, Guylaine Poisson, Henri Casanova, Daniel Port

  2. Capturing habits in telemetry

  3. “Flexible” metrics Dynamic Time Warping, DTW (Sakoe, H. and Chiba, S., 1978) Longest common subsequence, LCS (David Maier, 1978) Time series indexing Sliding window + L2, DTW or LCS

  4. Symbolic Aggregate approXimation, SAX baabccbc

  5. SAX & Time series indexing

  6. Clustering

  7. Sequential pattern

  8. Software process discovery

  9. Software process discovery

More Related