Posts tagged Amazon Bedrock
Zero-shot time series forecasting with Chronos using Amazon Bedrock and ClickHouse
22 August 2025
Time Series Foundation Models
Time Series Forecasting
Large Language Models
Amazon Chronos
Amazon Bedrock
Large Language Models
Amazon Chronos
Amazon Bedrock
The emergence of large language models (LLMs) with zero-shot generalization capabilities in sequence modelling tasks has led to the development of time series foundation models (TSFMs) based on LLM architectures. By representing time series as sequences of tokens, TSFMs can leverage LLMs’ capability to extrapolate future patterns from the context data. TSFMs eliminate the traditional need for domain-specific model development, allowing organizations to deploy accurate time series solutions faster.