The data can be displayed as different types of charts. Charts have a smoothing control to reduce data noise by averaging samples over time, and filters to clean up bad data samples based on available ...

OpenTelemetry is an open-source project within the Cloud Native Computing Foundation (CNCF) that aims to provide a unified set of APIs, libraries, agents, and instrumentation for telemetry data.

Operational telemetry data, events, logs, and metrics produced by applications and infrastructure have enormous potential to help organizations maintain and improve operational efficiency and customer ...

Observability, security and digital twins are all operational domains that cannot be successful without leveraging data-first, GenAI-first and automation-first strategies. While AI-first and ...

Value stream management involves people in the organization to examine workflows and other processes to ensure they are deriving the maximum value from their efforts while eliminating waste — of ...

Observability tools allow enterprises to monitor the operating state of their systems in real time. However, value stands to be lost when operations teams rush through the initial telemetry pipelines ...

Rajiv Khemani is CEO & Founder of Innovium with over 20 years of business and leadership experience in startup and public companies. The unprecedented scale and speed of modern data center networks ...

Data observability — the practice of using software tools to provide a window into how an organization's entire software suite, especially the most business-critical applications, is functioning — ...