Large software organizations are transitioning to event data platforms as they culturally shift
to better support data-driven decision making. This paper offers a case study at Microsoft …

Understanding and measuring how groups of developers collaborate on software projects
can provide valuable insight into software quality and the software development process …

Practitioners widely recognize the importance of event logging for a variety of tasks, such as
accounting, system measurements and troubleshooting. Nevertheless, in spite of the …

An undergraduate level Software Engineering courses generally consists of a team-based
semester long project and emphasizes on both technical and managerial skills. Software …

Prominent technology companies including IBM, Microsoft, and Google have embraced an
analytics-driven culture to help improve their decision making. Analytics aim to help …

Software development teams need to maintain awareness of various different aspects
ranging from overall project status and process bottlenecks to current tasks and incoming …

Issue tracking data have been used extensively to aid in predicting or recommending
software development practices. Issue attributes typically change over time, but users may …

A corporate-wide metrics program faces enormous and poorly understood challenges as its
implementation spreads out from the centralized planning body across many organizational …

With software analytics, software practitioners explore and analyze data to obtain insightful,
actionable information for tasks regarding software development, systems, and users. The …

Software development is a data rich activity with many sophisticated metrics. Yet engineers
often lack the tools and techniques necessary to leverage these potentially powerful …