Yanlei Diao

Yanlei Diao

University of Massachusetts Amherst

H-index: 33

North America-United States

About Yanlei Diao

Yanlei Diao, With an exceptional h-index of 33 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Massachusetts Amherst, specializes in the field of databases and big data analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning

Efficient Version Space Algorithms for Human-in-the-loop Model Development

Efficient and robust active learning methods for interactive database exploration

Fine-grained modeling and optimization for intelligent resource management in big data processing

Explainable anomaly detection on high-dimensional time series data

Efficient exploration of interesting aggregates in RDF graphs

Spark-based cloud data analytics using multi-objective optimization

Neural-based Modeling for Performance Tuning of Spark Data Analytics

Yanlei Diao Information

University

Position

Professor of Computer Science

Citations(all)

7610

Citations(since 2020)

1449

Cited By

6844

hIndex(all)

33

hIndex(since 2020)

20

i10Index(all)

56

i10Index(since 2020)

30

Email

University Profile Page

Google Scholar

Yanlei Diao Skills & Research Interests

databases and big data analytics

Top articles of Yanlei Diao

A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning

arXiv preprint arXiv:2403.00995

2024/3/1

Yanlei Diao
Yanlei Diao

H-Index: 22

Efficient Version Space Algorithms for Human-in-the-loop Model Development

ACM Transactions on Knowledge Discovery from Data

2024/1/12

Yanlei Diao
Yanlei Diao

H-Index: 22

Anna Liu
Anna Liu

H-Index: 3

Efficient and robust active learning methods for interactive database exploration

The VLDB Journal

2023/11/16

Fine-grained modeling and optimization for intelligent resource management in big data processing

arXiv preprint arXiv:2207.02026

2022/7/5

Explainable anomaly detection on high-dimensional time series data

2021/6/28

Fei Song
Fei Song

H-Index: 4

Yanlei Diao
Yanlei Diao

H-Index: 22

Efficient exploration of interesting aggregates in RDF graphs

2021/6/9

Yanlei Diao
Yanlei Diao

H-Index: 22

Spark-based cloud data analytics using multi-objective optimization

2021/4/19

Neural-based Modeling for Performance Tuning of Spark Data Analytics

arXiv preprint arXiv:2101.08167

2021/1/20

Fei Song
Fei Song

H-Index: 4

Yanlei Diao
Yanlei Diao

H-Index: 22

A demonstration of the exathlon benchmarking platform for explainable anomaly detection

Proceedings of the VLDB Endowment (PVLDB)

2021

Exathlon: A benchmark for explainable anomaly detection over time series

arXiv preprint arXiv:2010.05073

2020/10/10

Boosting cloud data analytics using multi-objective optimization

arXiv preprint arXiv:2005.03314

2020/5/7

See List of Professors in Yanlei Diao University(University of Massachusetts Amherst)