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The term is borrowed from control theory, where the "observability" of a system measures how well its state can be determined from its outputs.Similarly, software observability measures how well a system's state can be understood from the obtained telemetry (metrics, logs, traces, profiling).
OpenTelemetry is an open source observability framework created when CNCF merged the OpenTracing and OpenCensus projects. [73] OpenTracing offers "consistent, expressive, vendor-neutral APIs for popular platforms" [ 74 ] while the Google-created OpenCensus project acts as a "collection of language-specific libraries for instrumenting an ...
Software analytics aims at supporting decisions and generating insights, i.e., findings, conclusions, and evaluations about software systems and their implementation, composition, behavior, quality, evolution as well as about the activities of various stakeholders of these processes.
In the fields of information technology and systems management, application performance management (APM) is the monitoring and management of the performance and availability of software applications. APM strives to detect and diagnose complex application performance problems to maintain an expected level of service .
Dynatrace, Inc. is a global technology company that provides a software observability platform based on artificial intelligence (AI) and automation.Dynatrace technologies are used to monitor, analyze, and optimize application performance, software development and security practices, IT infrastructure, and user experience for businesses and government agencies throughout the world.
Applications architecture strategy involves ensuring the applications and the integration align with the growth strategy of the organization. If an organization is a manufacturing organization with fast growth plans through acquisitions, the applications architecture should be nimble enough to encompass inherited legacy systems as well as other large competing systems.
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A common application of business analytics is portfolio analysis. In this, a bank or lending agency has a collection of accounts of varying value and risk. The accounts may differ by the social status (wealthy, middle-class, poor, etc.) of the holder, the geographical location, its net value, and many other factors.