Abstract: A system and method for performing relational style joins on large datasets is described. The system may include an observability platform configured to receive a request to perform a user query on a dataset. The query includes one or more filters to identify one or more spans in a trace. The dataset includes events and identifiers that may be retrieved based on the identified one or more spans in the trace, where the events have associated timestamps. A join window, dynamically sized based on the number of event identifiers, may be generated to process a list of generated data segments to perform one or more relational join operations on the dataset based on the one or more filters in the query, in memory. Relational join operations may be performed to generate a result set provided as a response to the request for display with data visualizations on the observability platform.

Abstract: A system and method for building queries using generative artificial intelligence (AI) is described. In an example implementation, the system may include an observability platform configured to receive a user request to use generative artificial intelligence in association with a query on an observability platform. A blob of text may be generated based on the request and include information needed to execute a valid query on the observability platform. A server may be configured to include a generative AI engine and a web service to respond to the blob of text. The observability platform may determine whether the response from the generative AI engine is a valid query, meeting a threshold quality level. User feedback may be requested from the user to determine whether the query results answered the user input for query assistance.

Abstract: A system and method for issuing requests to a stateless computing platform is described. In an example implementation, the system may include a stateless computing platform configured to receive and service a first set of requests and a second set of requests from a stateful server.

Abstract: A system and method for issuing requests to a stateless computing platform is described. In an example implementation, the system may include a stateless computing platform configured to receive and service a first set of requests and a second set of requests from a stateful server.

Abstract: A system for providing an ingest proxy and query rewriter for secure data is described. In an example implementation, the system may include a proxy configured to obfuscate data, generate maps of the obfuscated data to the original data, and send the obfuscated data to an analysis server. The analysis server may be configured to generate analysis data relevant to the obfuscated data and the original data by analyzing the obfuscated data. The analysis server may send the analysis data and an identification of the obfuscated data to a user device in response to a request from the user device. The user device may be configured to detect the identification of the obfuscated data in the signal received from the analysis server and retrieve the analysis data from a client device via the proxy.