179: Time Series Data Management and Data Modeling with Tony Wang of Stanford University
The Data Stack Show
Efficient Data Management for Time Series Data
Discussion on the challenges of time series data storage and querying processes compared to general data management, including difficulties with systems like Prometheus and Elasticsearch. Exploration of data modeling complexities, indexing high cardinality tags, and integration of M-suite EV for efficient data retrieval. Debate on the evolution of data formats like Parquet, the efficiency of CSV, and strategies for optimizing query engines through indexing and inverted indexes.
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