#highlycited paper
📚Unsupervised Deep Anomaly Detection for Industrial Multivariate #TimeSeriesData
🔗mdpi.com/2076-3417/14/2…
👨🔬by Wenqiang Liu et al.
@Oceanuniver_CN
#deeplearning #anomalydetection172k
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Use columns, rows, and pipelining to help solve the latency puzzle. Learn more: t.ly/8whnV
#lowlatency #HPC #timeseriesdata #extremedb #dbms
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TDengine stands out for time-series data. Their Enterprise version now includes IDMP, an AI-native industrial platform that automatically generates dashboards & detects anomalies. That's a massive productivity boost for IIoT projects. #TDengine #TimeSeriesData
In case you missed it, "On Benchmarking Time Series Database Systems for Monitoring Applications. Q&A with Abdelouahab Khelifati and Mourad Khayati" in @odbmsorg
t.ly/aDRXw
#TimeSeriesData #sensordata #DatabaseManagement #dbms
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Combining row- and column-based layouts is just one way of many features on our list of ways to optimize time series data. See the complete list t.ly/h_7Wn
#TimeSeriesAnalysis #IoTAnalytics #timeseriesdata #bigdataanalytics
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tema(X, window) calculates Triple Exponential Moving Average over sliding windows! 📈
Triple-smoothed to cut lag—sharper than single/double EMA for responsive trend analysis.
#DolphinDB #TrendIndicators #TimeSeriesDataU
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