Yanlei Diao

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 31

Top Topics

Data Exploration

Complex Event Processing

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Luciano Di Palma, Yanlei Diao, Anna Liu
Efficient Version Space Algorithms for Human-in-the-loop Model Development. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
Chenghao Lyu, Qi Fan, Philippe Guyard, Yanlei Diao
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning. CoRR (2024)
Enhui Huang, Yanlei Diao, Anna Liu, Liping Peng, Luciano Di Palma
Efficient and robust active learning methods for interactive database exploration. VLDB J. 33 (4) (2024)
Chenghao Lyu, Qi Fan, Fei Song, Arnab Sinha, Yanlei Diao, Wei Chen, Li Ma, Yihui Feng, Yaliang Li, Kai Zeng, Jingren Zhou
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing. Proc. VLDB Endow. 15 (11) (2022)
Chenghao Lyu, Qi Fan, Fei Song, Arnab Sinha, Yanlei Diao, Wei Chen, Li Ma, Yihui Feng, Yaliang Li, Kai Zeng, Jingren Zhou
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing. CoRR (2022)
Bijan Rad, Fei Song, Vincent Jacob, Yanlei Diao
Explainable anomaly detection on high-dimensional time series data. DEBS (2021)
Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran
Efficient Exploration of Interesting Aggregates in RDF Graphs. CoRR (2021)
Khaled Zaouk, Fei Song, Chenghao Lyu, Yanlei Diao
Neural-based Modeling for Performance Tuning of Spark Data Analytics. CoRR (2021)
Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy
Spark-based Cloud Data Analytics using Multi-Objective Optimization. ICDE (2021)
Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul
Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series. Proc. VLDB Endow. 14 (11) (2021)
Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul
A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection. Proc. VLDB Endow. 14 (12) (2021)
Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran
Efficient Exploration of Interesting Aggregates in RDF Graphs. SIGMOD Conference (2021)
Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy
Boosting Cloud Data Analytics using Multi-Objective Optimization. CoRR (2020)
Vincent Jacob, Fei Song, Arnaud Stiegler, Yanlei Diao, Nesime Tatbul
AnomalyBench: An Open Benchmark for Explainable Anomaly Detection. CoRR (2020)
Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran
Spade: A Modular Framework for Analytical Exploration of RDF Graphs. Proc. VLDB Endow. 12 (12) (2019)
Khaled Zaouk, Fei Song, Chenghao Lyu, Arnab Sinha, Yanlei Diao, Prashant J. Shenoy
UDAO: A Next-Generation Unified Data Analytics Optimizer. Proc. VLDB Endow. 12 (12) (2019)
Luciano Di Palma, Yanlei Diao, Anna Liu
A Factorized Version Space Algorithm for "Human-In-the-Loop" Data Exploration. ICDM (2019)
Fei Song, Boyao Zhou, Quan Sun, Wang Sun, Shiwen Xia, Yanlei Diao
Anomaly Detection and Explanation Discovery on Event Streams. BIRTE (2018)
Fei Song, Yanlei Diao, Jesse Read, Arnaud Stiegler, Albert Bifet
EXAD: A System for Explainable Anomaly Detection on Big Data Traces. ICDM Workshops (2018)
Enhui Huang, Liping Peng, Luciano Di Palma, Ahmed Abdelkafi, Anna Liu, Yanlei Diao
Optimization for Active Learning-based Interactive Database Exploration. Proc. VLDB Endow. 12 (1) (2018)
Haopeng Zhang, Yanlei Diao, Alexandra Meliou
EXstream: Explaining Anomalies in Event Stream Monitoring. EDBT (2017)
Yanlei Diao, Ioana Manolescu, Shu Shang
Dagger: Digging for Interesting Aggregates in RDF Graphs. ISWC (Posters, Demos & Industry Tracks) (2017)
Abhishek Roy, Yanlei Diao, Uday Evani, Avinash Abhyankar, Clinton Howarth, Rémi Le Priol, Toby Bloom
Massively Parallel Processing of Whole Genome Sequence Data: An In-Depth Performance Study. SIGMOD Conference (2017)
Olga Papaemmanouil, Yanlei Diao, Kyriaki Dimitriadou, Liping Peng
Interactive Data Exploration via Machine Learning Models. IEEE Data Eng. Bull. 39 (4) (2016)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
AIDE: An Active Learning-Based Approach for Interactive Data Exploration. IEEE Trans. Knowl. Data Eng. 28 (11) (2016)
Boduo Li, Yanlei Diao, Prashant J. Shenoy
Supporting Scalable Analytics with Latency Constraints. Proc. VLDB Endow. 8 (11) (2015)
Liping Peng, Yanlei Diao
Supporting Data Uncertainty in Array Databases. SIGMOD Conference (2015)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
AIDE: An Automated Sample-based Approach for Interactive Data Exploration. CoRR (2015)
Yanlei Diao
Explore-By-Example: A New Database Service for Interactive Data Exploration. ExploreDB@SIGMOD/PODS (2015)
Yanlei Diao, Kyriaki Dimitriadou, Zhan Li, Wenzhao Liu, Olga Papaemmanouil, Kemi Peng, Liping Peng
AIDE: An Automatic User Navigation System for Interactive Data Exploration. Proc. VLDB Endow. 8 (12) (2015)
Yanlei Diao, Abhishek Roy, Toby Bloom
Building Highly-Optimized, Low-Latency Pipelines for Genomic Data Analysis. CIDR (2015)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
Interactive data exploration based on user relevance feedback. ICDE Workshops (2014)
Kyriaki Dimitriadou, Olga Papaemmanouil, Yanlei Diao
Explore-by-example: an automatic query steering framework for interactive data exploration. SIGMOD Conference (2014)
Haopeng Zhang, Yanlei Diao, Neil Immerman
On complexity and optimization of expensive queries in complex event processing. SIGMOD Conference (2014)
Haopeng Zhang, Yanlei Diao, Neil Immerman
Recognizing patterns in streams with imprecise timestamps. Inf. Syst. 38 (8) (2013)
Yanlei Diao
A Science Fiction Talk. CIDR (2013)
Yanlei Diao, Thomas Neumann
Front Matter. Proc. VLDB Endow. 6 (9) (2013)
Ugur Çetintemel, Mitch Cherniack, Justin A. DeBrabant, Yanlei Diao, Kyriaki Dimitriadou, Alexander Kalinin, Olga Papaemmanouil, Stanley B. Zdonik
Query Steering for Interactive Data Exploration. CIDR (2013)
Kaituo Li, Christoph Reichenbach, Yannis Smaragdakis, Yanlei Diao, Christoph Csallner
SEDGE: Symbolic example data generation for dataflow programs. ASE (2013)
Thanh T. L. Tran, Yanlei Diao, Charles Sutton, Anna Liu
Supporting User-Defined Functions on Uncertain Data. Proc. VLDB Endow. 6 (6) (2013)
Abhishek Roy, Yanlei Diao, Evan Mauceli, Yiping Shen, Bai-Lin Wu
Massive Genomic Data Processing and Deep Analysis. Proc. VLDB Endow. 5 (12) (2012)
Yanming Nie, Richard Cocci, Zhao Cao, Yanlei Diao, Prashant J. Shenoy
SPIRE: Efficient Data Inference and Compression over RFID Streams. IEEE Trans. Knowl. Data Eng. 24 (1) (2012)
Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGregor, Prashant J. Shenoy
SCALLA: A Platform for Scalable One-Pass Analytics Using MapReduce. ACM Trans. Database Syst. 37 (4) (2012)
Thanh T. L. Tran, Liping Peng, Yanlei Diao, Andrew McGregor, Anna Liu
CLARO: modeling and processing uncertain data streams. VLDB J. 21 (5) (2012)
Edward Mazur, Boduo Li, Yanlei Diao, Prashant J. Shenoy
Towards Scalable One-Pass Analytics Using MapReduce. IPDPS Workshops (2011)
Zhao Cao, Charles Sutton, Yanlei Diao, Prashant J. Shenoy
Distributed Inference and Query Processing for RFID Tracking and Monitoring CoRR (2011)
Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGregor, Prashant J. Shenoy
A platform for scalable one-pass analytics using MapReduce. SIGMOD Conference (2011)
Michael Bendersky, W. Bruce Croft, Yanlei Diao
Quality-biased ranking of web documents. WSDM (2011)
Zhao Cao, Charles Sutton, Yanlei Diao, Prashant J. Shenoy
Distributed inference and query processing for RFID tracking and monitoring. Proc. VLDB Endow. 4 (5) (2011)
Liping Peng, Yanlei Diao, Anna Liu
Optimizing Probabilistic Query Processing on Continuous Uncertain Data. Proc. VLDB Endow. 4 (11) (2011)
Thanh T. L. Tran, Liping Peng, Boduo Li, Yanlei Diao, Anna Liu
PODS: a new model and processing algorithms for uncertain data streams. SIGMOD Conference (2010)
Thanh T. L. Tran, Andrew McGregor, Yanlei Diao, Liping Peng, Anna Liu
Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations. Proc. VLDB Endow. 3 (1) (2010)
Haopeng Zhang, Yanlei Diao, Neil Immerman
Recognizing Patterns in Streams with Imprecise Timestamps. Proc. VLDB Endow. 3 (1) (2010)
Devesh Agrawal, Boduo Li, Zhao Cao, Deepak Ganesan, Yanlei Diao, Prashant J. Shenoy
Exploiting the Interplay between Memory and Flash Storage in Embedded Sensor Devices. RTCSA (2010)
Yanlei Diao, Boduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh T. L. Tran, Michael Zink
Capturing Data Uncertainty in High-Volume Stream Processing. CIDR (2009)
Desislava Petkova, W. Bruce Croft, Yanlei Diao
Refining Keyword Queries for XML Retrieval by Combining Content and Structure. ECIR (2009)
Devesh Agrawal, Deepak Ganesan, Ramesh K. Sitaraman, Yanlei Diao, Shashi Singh
Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices. Proc. VLDB Endow. 2 (1) (2009)
Yanlei Diao, Boduo Li, Anna Liu, Liping Peng, Charles Sutton, Thanh T. L. Tran, Michael Zink
Capturing Data Uncertainty in High-Volume Stream Processing CoRR (2009)
Thanh T. L. Tran, Charles Sutton, Richard Cocci, Yanming Nie, Yanlei Diao, Prashant J. Shenoy
Probabilistic Inference over RFID Streams in Mobile Environments. ICDE (2009)
Jagrati Agrawal, Yanlei Diao, Daniel Gyllstrom, Neil Immerman
Efficient pattern matching over event streams. SIGMOD Conference (2008)
Daniel Gyllstrom, Jagrati Agrawal, Yanlei Diao, Neil Immerman
On Supporting Kleene Closure over Event Streams. ICDE (2008)
Richard Cocci, Thanh T. L. Tran, Yanlei Diao, Prashant J. Shenoy
Efficient Data Interpretation and Compression over RFID Streams. ICDE (2008)
Daniel Gyllstrom, Eugene Wu, Hee-Jin Chae, Yanlei Diao, Patrick Stahlberg, Gordon Anderson
SASE: Complex Event Processing over Streams (Demo). CIDR (2007)
Yanlei Diao, Deepak Ganesan, Gaurav Mathur, Prashant J. Shenoy
Rethinking Data Management for Storage-centric Sensor Networks. CIDR (2007)
Eugene Wu, Yanlei Diao, Shariq Rizvi
High-performance complex event processing over streams. SIGMOD Conference (2006)
Fang Yu, Zhifeng Chen, Yanlei Diao, T. V. Lakshman, Randy H. Katz
Fast and memory-efficient regular expression matching for deep packet inspection. ANCS (2006)
Daniel Gyllstrom, Eugene Wu, Hee-Jin Chae, Yanlei Diao, Patrick Stahlberg, Gordon Anderson
SASE: Complex Event Processing over Streams CoRR (2006)
Yanlei Diao, Daniela Florescu, Donald Kossmann, Michael J. Carey, Michael J. Franklin
Implementing Memoization in a Streaming XQuery Processor. XSym (2004)
Yanlei Diao, Shariq Rizvi, Michael J. Franklin
Towards an Internet-Scale XML Dissemination Service. VLDB (2004)
Yanlei Diao, Michael J. Franklin
High-Performance XML Filtering: An Overview of YFilter. IEEE Data Eng. Bull. 26 (1) (2003)
Yanlei Diao, Mehmet Altinel, Michael J. Franklin, Hao Zhang, Peter M. Fischer
Path sharing and predicate evaluation for high-performance XML filtering. ACM Trans. Database Syst. 28 (4) (2003)
Yanlei Diao, Michael J. Franklin
Query Processing for High-Volume XML Message Brokering. VLDB (2003)
Yanlei Diao, Peter M. Fischer, Michael J. Franklin, Raymond To
YFilter: Efficient and Scalable Filtering of XML Documents. ICDE (2002)
Songting Chen, Yanlei Diao, Hongjun Lu, Zengping Tian
Fact: A Learning Based Web Query Processing System. SIGMOD Conference (2000)
Yanlei Diao, Hongjun Lu, Dekai Wu
A Comparative Study of Classification Based Personal E-mail Filtering. PAKDD (2000)
Yanlei Diao, Hongjun Lu, Songting Chen, Zengping Tian
Toward Learning Based Web Query Processing. VLDB (2000)