Neoklis Polyzotis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
56
Venues
15
Active years
2002–2021
Best venue rank
A*
Where they publish
Papers
56 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2021 | SIGMOD | Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities. | Doris Xin, Hui Miao, Aditya G. Parameswaran, Neoklis Polyzotis |
| 2020 | SIGMOD | TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines. | Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich |
| 2020 | SIGMOD | From Data to Models and Back. | Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C. |
| 2019 | ICDE | Slice Finder: Automated Data Slicing for Model Validation. | Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang |
| 2019 | SIGMOD | DEEM 2019: Workshop on Data Management for End-to-End Machine Learning. | Sebastian Schelter, Neoklis Polyzotis, Manasi Vartak, Stephan Seufert |
| 2018 | SIGMOD | The Case for Learned Index Structures. | Tim Kraska, Alex Beutel, Ed H. Chi, Jeffrey Dean, Neoklis Polyzotis |
| 2017 | IJCAI | Efficient Techniques for Crowdsourced Top-k Lists. | Luca de Alfaro, Vassilis Polychronopoulos, Neoklis Polyzotis |
| 2017 | KDD | TFX: A TensorFlow-Based Production-Scale Machine Learning Platform. | Denis Baylor, Eric Breck, Heng-Tze Cheng, Noah Fiedel, Chuan Yu Foo, Zakaria Haque, Salem Haykal, Mustafa Ispir, Vihan Jain, Levent Koc, Chiu Yuen Koo, Lukasz Lew, Clemens Mewald, Akshay Naresh Modi, Neoklis Polyzotis, Sukriti Ramesh, Sudip Roy, Steven Euijong Whang, Martin Wicke, Jarek Wilkiewicz, Xin Zhang, Martin Zinkevich |
| 2017 | SIGMOD | Data Management Challenges in Production Machine Learning. | Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich |
| 2016 | HCOMP | Efficient Techniques for Crowdsourced Top-k Lists. | Luca de Alfaro, Vassilis Polychronopoulos, Neoklis Polyzotis |
| 2016 | SIGMOD | Goods: Organizing Google's Datasets. | Alon Y. Halevy, Flip Korn, Natalya Fridman Noy, Christopher Olston, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang |
| 2015 | SIGMOD | Oracle Workload Intelligence. | Quoc Trung Tran, Konstantinos Morfonios, Neoklis Polyzotis |
| 2015 | SSDBM | RITA: an index-tuning advisor for replicated databases. | Quoc Trung Tran, Ivo Jimenez, Rui Wang, Neoklis Polyzotis, Anastasia Ailamaki |
| 2014 | SIGMOD | Opportunistic physical design for big data analytics. | Jeff LeFevre, Jagan Sankaranarayanan, Hakan Hacigms, Jun'ichi Tatemura, Neoklis Polyzotis, Michael J. Carey |
| 2014 | SIGMOD | MISO: souping up big data query processing with a multistore system. | Jeff LeFevre, Jagan Sankaranarayanan, Hakan Hacigms, Jun'ichi Tatemura, Neoklis Polyzotis, Michael J. Carey |
| 2013 | ICDE | Machine learning on Big Data. | Tyson Condie, Paul Mineiro, Neoklis Polyzotis, Markus Weimer |
| 2013 | ICDE | INUM+: A leaner, more accurate and more efficient fast what-if optimizer. | Rui Wang, Quoc Trung Tran, Ivo Jimenez, Neoklis Polyzotis |
| 2013 | SC | SIDR: structure-aware intelligent data routing in Hadoop. | Joe B. Buck, Noah Watkins, Greg Levin, Adam Crume, Kleoni Ioannidou, Scott A. Brandt, Carlos Maltzahn, Neoklis Polyzotis, Aaron Torres |
| 2013 | SIGMOD | Machine learning for big data. | Tyson Condie, Paul Mineiro, Neoklis Polyzotis, Markus Weimer |
| 2013 | SIGMOD | Towards a workload for evolutionary analytics. | Jeff LeFevre, Jagan Sankaranarayanan, Hakan Hacigms, Jun'ichi Tatemura, Neoklis Polyzotis |
| 2012 | CIKM | Deco: declarative crowdsourcing. | Aditya G. Parameswaran, Hyunjung Park, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom |
| 2012 | ICDE | Asking the Right Questions in Crowd Data Sourcing. | Rubi Boim, Ohad Greenshpan, Tova Milo, Slava Novgorodov, Neoklis Polyzotis, Wang Chiew Tan |
| 2012 | ICDE | Processing of Rank Joins in Highly Distributed Systems. | Christos Doulkeridis, Akrivi Vlachou, Kjetil Nrvg, Yannis Kotidis, Neoklis Polyzotis |
| 2012 | WWW | Max algorithms in crowdsourcing environments. | Petros Venetis, Hector Garcia-Molina, Kerui Huang, Neoklis Polyzotis |
| 2012 | SIGMOD | Divergent physical design tuning for replicated databases. | Mariano P. Consens, Kleoni Ioannidou, Jeff LeFevre, Neoklis Polyzotis |
| 2012 | SIGMOD | Kaizen: a semi-automatic index advisor. | Ivo Jimenez, Huascar Sanchez, Quoc Trung Tran, Neoklis Polyzotis |
| 2012 | SIGMOD | CrowdScreen: algorithms for filtering data with humans. | Aditya G. Parameswaran, Hector Garcia-Molina, Hyunjung Park, Neoklis Polyzotis, Aditya Ramesh, Jennifer Widom |
| 2011 | CIDR | Answering Queries using Humans, Algorithms and Databases. | Aditya G. Parameswaran, Neoklis Polyzotis |
| 2011 | EDBT | Map-reduce extensions and recursive queries. | Foto N. Afrati, Vinayak R. Borkar, Michael J. Carey, Neoklis Polyzotis, Jeffrey D. Ullman |
| 2011 | ICDE | Social networking on top of the WebdamExchange system. | milien Antoine, Alban Galland, Kristian Lyngbaek, Amlie Marian, Neoklis Polyzotis |
| 2011 | SC | SciHadoop: array-based query processing in Hadoop. | Joe B. Buck, Noah Watkins, Jeff LeFevre, Kleoni Ioannidou, Carlos Maltzahn, Neoklis Polyzotis, Scott A. Brandt |
| 2011 | SIGMOD | Skyline query processing over joins. | Akrivi Vlachou, Christos Doulkeridis, Neoklis Polyzotis |
| 2010 | ICDM | QueRIE: A Query Recommender System Supporting Interactive Database Exploration. | Sarika Mittal, Jothi Swarubini Vindhiya Varman, Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis |
| 2010 | SIGMOD | An automated, yet interactive and portable DB designer. | Ioannis Alagiannis, Debabrata Dash, Karl Schnaitter, Anastasia Ailamaki, Neoklis Polyzotis |
| 2009 | ICDE | MatchUp: Autocompletion for Mashups. | Serge Abiteboul, Ohad Greenshpan, Tova Milo, Neoklis Polyzotis |
| 2009 | ICDE | Sketch-Based Summarization of Ordered XML Streams. | Veronica Mayorga, Neoklis Polyzotis |
| 2009 | ICDE | A Benchmark for Online Index Selection. | Karl Schnaitter, Neoklis Polyzotis |
| 2009 | SIGMOD | Robust and efficient algorithms for rank join evaluation. | Jonathan Finger, Neoklis Polyzotis |
| 2009 | SSDBM | Query Recommendations for Interactive Database Exploration. | Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis |
| 2008 | ICDE | XML processing in DHT networks. | Serge Abiteboul, Ioana Manolescu, Neoklis Polyzotis, Nicoleta Preda, Chong Sun |
| 2008 | PODS | Evaluating rank joins with optimal cost. | Karl Schnaitter, Neoklis Polyzotis |
| 2007 | CIDR | The Data Ring: Community Content Sharing. | Serge Abiteboul, Neoklis Polyzotis |
| 2007 | ICDE | Supporting Streaming Updates in an Active Data Warehouse. | Neoklis Polyzotis, Spiros Skiadopoulos, Panos Vassiliadis, Alkis Simitsis, Nils-Erik Frantzell |
| 2007 | ICDE | On-Line Index Selection for Shifting Workloads. | Karl Schnaitter, Serge Abiteboul, Tova Milo, Neoklis Polyzotis |
| 2007 | VLDB | Depth Estimation for Ranking Query Optimization. | Karl Schnaitter, Joshua Spiegel, Neoklis Polyzotis |
| 2006 | ADBIS | Data Ring: Let Us Turn the Net into a Database! | Serge Abiteboul, Neoklis Polyzotis |
| 2006 | ICDE | XCluster Synopses for Structured XML Content. | Neoklis Polyzotis, Minos N. Garofalakis |
| 2006 | SIGMOD | COLT: continuous on-line tuning. | Karl Schnaitter, Serge Abiteboul, Tova Milo, Neoklis Polyzotis |
| 2006 | SIGMOD | Graph-based synopses for relational selectivity estimation. | Joshua Spiegel, Neoklis Polyzotis |
| 2006 | VLDB | AQAX: A System for Approximate XML Query Answers. | Joshua Spiegel, Emmanuel D. Pontikakis, Suratna Budalakoti, Neoklis Polyzotis |
| 2005 | CIKM | Selectivity-based partitioning: a divide-and-union paradigm for effective query optimization. | Neoklis Polyzotis |
| 2004 | ICDE | Selectivity Estimation for XML Twigs. | Neoklis Polyzotis, Minos N. Garofalakis, Yannis E. Ioannidis |
| 2004 | SIGMOD | Approximate XML Query Answers. | Neoklis Polyzotis, Minos N. Garofalakis, Yannis E. Ioannidis |
| 2003 | CIDR | Speculative Query Processing. | Neoklis Polyzotis, Yannis E. Ioannidis |
| 2002 | SIGMOD | Statistical synopses for graph-structured XML databases. | Neoklis Polyzotis, Minos N. Garofalakis |
| 2002 | VLDB | Structure and Value Synopses for XML Data Graphs. | Neoklis Polyzotis, Minos N. Garofalakis |