GitHub

Time Series Benchmark Suite (TSBS)

This repo contains code for benchmarking several time series databases, including TimescaleDB, MongoDB, InfluxDB, CrateDB and Cassandra. This code is based on a fork ...
IEEE

A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

Abstract: Time series are the primary data type used to record dynamic system measurements and generated in great volume by both physical sensors and online processes (virtual sensors). Time series ...
IEEE

Dynamic Time Warping Based Adversarial Framework for Time-Series Domain

Abstract: Despite the rapid progress on research in adversarial robustness of deep neural networks (DNNs), there is little principled work for the time-series domain. Since time-series data arises in ...
GitHub

Toto - Time Series Optimized Transformer for Observability

Toto is a foundation model for multivariate time series forecasting with a focus on observability metrics. This model leverages innovative architectural designs to efficiently handle the ...