Given the amount of data, it’s impossible to write rules for every event.” Sumo Logic’s answer is Anomaly Detection, a major architectural enhancement to its Log Management and Analytics ...

The Data Science Lab Data Anomaly Detection Using LightGBM Dr. James McCaffrey from Microsoft Research presents a complete program that uses the Python language LightGBM system to create a custom ...

Anomaly detection ... for the data source. That makes it an extremely flexible tool because modern businesses have a lot of streamed data, from financial transactions to software logs to device ...

Log Anomaly Detection automatically understands and baselines normal patterns in logs, and proactively discovers abnormalities such as new text patterns, meaningful changes in data volumes of ...

A good way to see where this article is headed is to take a look at the screen shot of a demo program shown in Figure 1. The demo sets up a dummy dataset of six items: [ 5.1 3.5 1.4 0.2] [ 5.4 3.9 1.7 ...