Yanlei Diao

According to our database, Yanlei Diao authored at least 76 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

Luciano Di Palma, Yanlei Diao, Anna Liu

ACM Trans. Knowl. Discov. Data, April, 2024

A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning.

Chenghao Lyu, Qi Fan, Philippe Guyard, Yanlei Diao

CoRR, 2024

2022

Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing.

Chenghao Lyu, Qi Fan, Fei Song, Arnab Sinha, Yanlei Diao, Wei Chen, Li Ma, Yihui Feng, Yaliang Li, Kai Zeng, Jingren Zhou

Proc. VLDB Endow., 2022

2021

A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection.

Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul

Proc. VLDB Endow., 2021

Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series.

Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul

Proc. VLDB Endow., 2021

Neural-based Modeling for Performance Tuning of Spark Data Analytics.

Khaled Zaouk, Fei Song, Chenghao Lyu, Yanlei Diao

CoRR, 2021

Efficient Exploration of Interesting Aggregates in RDF Graphs.

Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Spark-based Cloud Data Analytics using Multi-Objective Optimization.

Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Explainable anomaly detection on high-dimensional time series data.

Bijan Rad, Fei Song, Vincent Jacob, Yanlei Diao

Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems, 2021

2020

AnomalyBench: An Open Benchmark for Explainable Anomaly Detection.

Vincent Jacob, Fei Song, Arnaud Stiegler, Yanlei Diao, Nesime Tatbul

CoRR, 2020

Boosting Cloud Data Analytics using Multi-Objective Optimization.

Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy

CoRR, 2020

2019

UDAO: A Next-Generation Unified Data Analytics Optimizer.

Khaled Zaouk, Fei Song, Chenghao Lyu, Arnab Sinha, Yanlei Diao, Prashant J. Shenoy

Proc. VLDB Endow., 2019

Spade: A Modular Framework for Analytical Exploration of RDF Graphs.

Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran

Proc. VLDB Endow., 2019

A Factorized Version Space Algorithm for "Human-In-the-Loop" Data Exploration.

Luciano Di Palma, Yanlei Diao, Anna Liu

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

XML Publish/Subscribe.

Yanlei Diao, Michael J. Franklin

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Publish/Subscribe Over Streams.

Yanlei Diao, Michael J. Franklin

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Optimization for Active Learning-based Interactive Database Exploration.

Enhui Huang, Liping Peng, Luciano Di Palma, Ahmed Abdelkafi, Anna Liu, Yanlei Diao

Proc. VLDB Endow., 2018

EXAD: A System for Explainable Anomaly Detection on Big Data Traces.

Fei Song, Yanlei Diao, Jesse Read, Arnaud Stiegler, Albert Bifet

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Anomaly Detection and Explanation Discovery on Event Streams.

Fei Song, Boyao Zhou, Quan Sun, Wang Sun, Shiwen Xia, Yanlei Diao

Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, 2018

2017

Massively Parallel Processing of Whole Genome Sequence Data: An In-Depth Performance Study.

Abhishek Roy, Yanlei Diao, Uday Evani, Avinash Abhyankar, Clinton Howarth, Rémi Le Priol, Toby Bloom

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Dagger: Digging for Interesting Aggregates in RDF Graphs.

Yanlei Diao, Ioana Manolescu, Shu Shang

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

EXstream: Explaining Anomalies in Event Stream Monitoring.

Haopeng Zhang, Yanlei Diao, Alexandra Meliou

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

AIDE: An Active Learning-Based Approach for Interactive Data Exploration.

Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao

IEEE Trans. Knowl. Data Eng., 2016

Interactive Data Exploration via Machine Learning Models.

Olga Papaemmanouil, Yanlei Diao, Kyriaki Dimitriadou, Liping Peng

IEEE Data Eng. Bull., 2016

High-Performance XML Message Brokering.

Yanlei Diao, Michael J. Franklin

Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015

Supporting Scalable Analytics with Latency Constraints.

Boduo Li, Yanlei Diao, Prashant J. Shenoy

Proc. VLDB Endow., 2015

AIDE: An Automatic User Navigation System for Interactive Data Exploration.

Yanlei Diao, Kyriaki Dimitriadou, Zhan Li, Wenzhao Liu, Olga Papaemmanouil, Kemi Peng, Liping Peng

Proc. VLDB Endow., 2015

AIDE: An Automated Sample-based Approach for Interactive Data Exploration.

Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao

CoRR, 2015

Supporting Data Uncertainty in Array Databases.

Liping Peng, Yanlei Diao

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Explore-By-Example: A New Database Service for Interactive Data Exploration.

Yanlei Diao

Proceedings of the Second International Workshop on Exploratory Search in Databases and the Web, 2015

Building Highly-Optimized, Low-Latency Pipelines for Genomic Data Analysis.

Yanlei Diao, Abhishek Roy, Toby Bloom

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

On complexity and optimization of expensive queries in complex event processing.

Haopeng Zhang, Yanlei Diao, Neil Immerman

Proceedings of the International Conference on Management of Data, 2014

Explore-by-example: an automatic query steering framework for interactive data exploration.

Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao

Proceedings of the International Conference on Management of Data, 2014

Interactive data exploration based on user relevance feedback.

Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao

Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

2013

Supporting User-Defined Functions on Uncertain Data.

Thanh T. L. Tran, Yanlei Diao, Charles Sutton, Anna Liu

Proc. VLDB Endow., 2013

Front Matter.

Yanlei Diao, Thomas Neumann

Proc. VLDB Endow., 2013

SEDGE: Symbolic example data generation for dataflow programs.

Kaituo Li, Christoph Reichenbach, Yannis Smaragdakis, Yanlei Diao, Christoph Csallner

Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

A Science Fiction Talk.

Yanlei Diao

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

Query Steering for Interactive Data Exploration.

Ugur Çetintemel, Mitch Cherniack, Justin A. DeBrabant, Yanlei Diao, Kyriaki Dimitriadou, Alexander Kalinin, Olga Papaemmanouil, Stanley B. Zdonik

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

CLARO: modeling and processing uncertain data streams.

Thanh T. L. Tran, Liping Peng, Yanlei Diao, Andrew McGregor, Anna Liu

VLDB J., 2012

SCALLA: A Platform for Scalable One-Pass Analytics Using MapReduce.

Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGregor, Prashant J. Shenoy

ACM Trans. Database Syst., 2012

SPIRE: Efficient Data Inference and Compression over RFID Streams.

Yanming Nie, Richard Cocci, Zhao Cao, Yanlei Diao, Prashant J. Shenoy

IEEE Trans. Knowl. Data Eng., 2012

Massive Genomic Data Processing and Deep Analysis.

Abhishek Roy, Yanlei Diao, Evan Mauceli, Yiping Shen, Bai-Lin Wu

Proc. VLDB Endow., 2012

2011

Optimizing Probabilistic Query Processing on Continuous Uncertain Data.

Liping Peng, Yanlei Diao, Anna Liu

Proc. VLDB Endow., 2011

Distributed inference and query processing for RFID tracking and monitoring.

Zhao Cao, Charles Sutton, Yanlei Diao, Prashant J. Shenoy

Proc. VLDB Endow., 2011

Quality-biased ranking of web documents.

Michael Bendersky, W. Bruce Croft, Yanlei Diao

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

A platform for scalable one-pass analytics using MapReduce.

Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGregor, Prashant J. Shenoy

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Towards Scalable One-Pass Analytics Using MapReduce.

Edward Mazur, Boduo Li, Yanlei Diao, Prashant J. Shenoy

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010

Fast Packet Pattern-Matching Algorithms.

Fang Yu, Yanlei Diao, Randy H. Katz, T. V. Lakshman

Proceedings of the Algorithms for Next Generation Networks, 2010

Recognizing Patterns in Streams with Imprecise Timestamps.

Haopeng Zhang, Yanlei Diao, Neil Immerman

Proc. VLDB Endow., 2010

Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations.

Thanh T. L. Tran, Andrew McGregor, Yanlei Diao, Liping Peng, Anna Liu

Proc. VLDB Endow., 2010

PODS: a new model and processing algorithms for uncertain data streams.

Thanh T. L. Tran, Liping Peng, Boduo Li, Yanlei Diao, Anna Liu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Exploiting the Interplay between Memory and Flash Storage in Embedded Sensor Devices.

Devesh Agrawal, Boduo Li, Zhao Cao, Deepak Ganesan, Yanlei Diao, Prashant J. Shenoy

Proceedings of the 16th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2010

2009

XML Publish/Subscribe.

Yanlei Diao, Michael J. Franklin

Proceedings of the Encyclopedia of Database Systems, 2009

Publish/Subscribe over Streams.

Yanlei Diao, Michael J. Franklin

Proceedings of the Encyclopedia of Database Systems, 2009

Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices.

Devesh Agrawal, Deepak Ganesan, Ramesh K. Sitaraman, Yanlei Diao, Shashi Singh

Proc. VLDB Endow., 2009

Probabilistic Inference over RFID Streams in Mobile Environments.

Thanh T. L. Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao, Prashant J. Shenoy

Proceedings of the 25th International Conference on Data Engineering, 2009

Refining Keyword Queries for XML Retrieval by Combining Content and Structure.

Desislava Petkova, W. Bruce Croft, Yanlei Diao

Proceedings of the Advances in Information Retrieval, 2009

Capturing Data Uncertainty in High-Volume Stream Processing.

Yanlei Diao, Boduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh T. L. Tran, Michael Zink

Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008

Efficient pattern matching over event streams.

Jagrati Agrawal, Yanlei Diao, Daniel Gyllstrom, Neil Immerman

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

On Supporting Kleene Closure over Event Streams.

Daniel Gyllstrom, Jagrati Agrawal, Yanlei Diao, Neil Immerman

Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Data Interpretation and Compression over RFID Streams.

Richard Cocci, Thanh T. L. Tran, Yanlei Diao, Prashant J. Shenoy

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

SASE: Complex Event Processing over Streams (Demo).

Daniel Gyllstrom, Eugene Wu, Hee-Jin Chae, Yanlei Diao, Patrick Stahlberg, Gordon Anderson

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

Rethinking Data Management for Storage-centric Sensor Networks.

Yanlei Diao, Deepak Ganesan, Gaurav Mathur, Prashant J. Shenoy

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

SASE: Complex Event Processing over Streams

Daniel Gyllstrom, Eugene Wu, Hee-Jin Chae, Yanlei Diao, Patrick Stahlberg, Gordon Anderson

CoRR, 2006

High-performance complex event processing over streams.

Eugene Wu, Yanlei Diao, Shariq Rizvi

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Fast and memory-efficient regular expression matching for deep packet inspection.

Fang Yu, Zhifeng Chen, Yanlei Diao, T. V. Lakshman, Randy H. Katz

Proceedings of the 2006 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2006

2004

Implementing Memoization in a Streaming XQuery Processor.

Yanlei Diao, Daniela Florescu, Donald Kossmann, Michael J. Carey, Michael J. Franklin

Proceedings of the Database and XML Technologies, 2004

Towards an Internet-Scale XML Dissemination Service.

Yanlei Diao, Shariq Rizvi, Michael J. Franklin

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2003

Path sharing and predicate evaluation for high-performance XML filtering.

Yanlei Diao, Mehmet Altinel, Michael J. Franklin, Hao Zhang, Peter M. Fischer

ACM Trans. Database Syst., 2003

High-Performance XML Filtering: An Overview of YFilter.

Yanlei Diao, Michael J. Franklin

IEEE Data Eng. Bull., 2003

Query Processing for High-Volume XML Message Brokering.

Yanlei Diao, Michael J. Franklin

Proceedings of 29th International Conference on Very Large Data Bases, 2003

2002

YFilter: Efficient and Scalable Filtering of XML Documents.

Yanlei Diao, Peter M. Fischer, Michael J. Franklin, Raymond To

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2000

Toward Learning Based Web Query Processing.

Yanlei Diao, Hongjun Lu, Songting Chen, Zengping Tian

Proceedings of the VLDB 2000, 2000

Fact: A Learning Based Web Query Processing System.

Songting Chen, Yanlei Diao, Hongjun Lu, Zengping Tian

Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

A Comparative Study of Classification Based Personal E-mail Filtering.

Yanlei Diao, Hongjun Lu, Dekai Wu

Proceedings of the Knowledge Discovery and Data Mining, 2000