CockroachDB’s approach tackles the complex problem of distributed vector indexing. The company’s new C-SPANN vector index uses the SPANN algorithm, which is based on Microsoft research.

Vector time series data are widely met in practice. In this paper we propose a multivariate functional-coefficient regression model with heteroscedasticity for modelling such data. A local linear ...