article thumbnail

Implementing service-level objectives to improve software quality

Dynatrace

Instead, they can ensure that services comport with the pre-established benchmarks. When organizations implement SLOs, they can improve software development processes and application performance. SLOs improve software quality. SLOs promote automation. SLOs minimize downtime. Define SLOs for each service. Reliability.

Software 272
article thumbnail

What We Learned Auditing Sophisticated AI for Bias

O'Reilly

The internal control questionnaire in the Office of the Comptroller of the Currency’s MRM Handbook (starting pg. For screenout, it may not matter if the system’s outcomes are perfectly balanced across demographic groups, when for example, someone can’t see the screen, be understood by voice recognition software, or struggles with typing.

article thumbnail

Data Mining Problems in Retail

Highly Scalable

Besides that, the numbers can vary greatly depending on many factors, so our goal here is just to provide a few benchmarks that give some sense of the magnitude of potential improvements. PS08] Optimal Targeting through Uplift Modeling, Portrait Software, 2008 [[link]. RR10] Recommender Systems Handbook, F. Provost, T.

Retail 152