The Astro predictive model detects anomalies in the cluster and also identifies a ranked set of metrics that have contributed the most towards the problem. The ...

Astro: A predictive model for anomaly detection and feedback-based scheduling on Hadoop · Chaitali Gupta, Mayank Bansal, +2 authors. S. Ben-Romdhane · Published ...

If the anomaly score is above the hard threshold for a node, that is, the node is anomalous, then we remove the node from the cluster. In this case, the ...

The results demonstrate that the Astro scheduler improves usage of cluster compute resources significantly by 64.23% compared to traditional Hadoop. Furthermore ...

Astro: A predictive model for anomaly detection and feedback-based scheduling on Hadoop. C Gupta, M Bansal, TC Chuang, R Sinha, S Ben-Romdhane. 2014 IEEE ...

Astro: A predictive model for anomaly detection and feedback-based scheduling on Hadoop. IEEE BigData 2014: 854-862. [+][–]. Coauthor network. maximize. Note ...

Astro: A predictive model for anomaly detection and feedback-based scheduling on Hadoop. C Gupta, M Bansal, TC Chuang, R Sinha, S Ben-Romdhane. 2014 IEEE ...

Astro: A predictive model for anomaly detection and feedback-based scheduling on Hadoop. C Gupta, M Bansal, TC Chuang, R Sinha, S Ben-Romdhane. 2014 IEEE ...

Astro: A predictive model for anomaly detection and feedback-based scheduling on Hadoop pp. 854-862. Automating data integration with HiperFuse pp. 863-867.

Apr 25, 2024 · Astro: A predictive model for anomaly detection and feedback-based scheduling on Hadoop. IEEE BigData 2014: 854-862; 2011. [c12]. view.