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Joe Ross

Joe Ross

Joe is a data scientist at SignalFx. Previously Joe worked at other startups and in academia as a professor and researcher in mathematics.

Building an AI Assistant in Splunk Observability Cloud

Interact with observability data and compose workflows using natural language in Splunk Observability Cloud with AI Assistant.

Generative AI for Metrics in Observability

Exploring the challenges and methodologies involved in using large language models (LLMs) to generate SignalFlow programs.
Observability 5 Min Read

A Deep Dive into Splunk APM Alerts

Learn about some of the statistical underpinnings of Splunk APM Alerts, and how to use them.
Observability 5 Min Read

A Deep Dive Into Built-In Anomaly Detection: How the Algorithm Works

Discover how Built-in Alert Conditions and Alert Preview in Splunk Infrastructure Monitoring allow cloud operations to exploit the full power of our real-time analytics engine in a way that is both intuitive and flexible.
Observability 6 Min Read

Predicting Resource Exhaustion with Double Exponential Smoothing

Discover how double exponential smoothing in Splunk Infrastructure Monitoring can help address a fundamental challenge in monitoring and operating cloud-native architecture: capacity planning.
Observability 9 Min Read

Refining Real-Time Alerts with Compound Conditions

This post will explain one of our latest efforts to improve SignalFx alerts: the addition of compound conditions to the SignalFx detector creation UI.