TIMPid
TIMPid is an open-source software framework for time-series data processing and indexing in distributed computing environments. It provides ingestion pipelines, an indexed storage layer, and a streaming compute engine to support both real-time and historical queries on time-ordered data.
The architecture centers on a core runtime with pluggable backends for storage and computation. TIMPid uses
Key features include batch and streaming processing, windowed aggregations, downsampling, retention policies, and fault-tolerant execution through
Use of TIMPid spans several domains, including Internet of Things sensor networks, infrastructure monitoring, financial tick