Neural-based Modeling for Performance Tuning of Spark Data Analytics

1 code implementation • 20 Jan 2021 • Khaled Zaouk, Fei Song, Chenghao Lyu, Yanlei Diao

Performance modeling of cloud data analytics is crucial for performance tuning and other critical operations in the cloud.

Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series

1 code implementation • 10 Oct 2020 • Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul

Access to high-quality data repositories and benchmarks have been instrumental in advancing the state of the art in many experimental research domains.

Anomaly Detection Time Series +1