Neoklis Polyzotis

Google Publications

Previous Publications

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    RITA: an index-tuning advisor for replicated databases

    Quoc Trung Tran, Ivo Jimenez, Rui Wang, Neoklis Polyzotis, Anastasia Ailamaki

    SSDBM (2015), 22:1-22:12

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    SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics

    Manasi Vartak, Sajjadur Rahman, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis

    PVLDB, vol. 8 (2015), pp. 2182-2193

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    MISO: souping up big data query processing with a multistore system

    Jeff LeFevre, Jagan Sankaranarayanan, Hakan Hacigümüs, Jun'ichi Tatemura, Neoklis Polyzotis, Michael J. Carey

    SIGMOD Conference (2014), pp. 1591-1602

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    Opportunistic physical design for big data analytics

    Jeff LeFevre, Jagan Sankaranarayanan, Hakan Hacigümüs, Jun'ichi Tatemura, Neoklis Polyzotis, Michael J. Carey

    SIGMOD Conference (2014), pp. 851-862

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    Optimal Crowd-Powered Rating and Filtering Algorithms

    Aditya G. Parameswaran, Stephen Boyd, Hector Garcia-Molina, Ashish Gupta 0002, Neoklis Polyzotis, Jennifer Widom

    PVLDB, vol. 7 (2014), pp. 685-696

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    QueRIE: Collaborative Database Exploration

    Magdalini Eirinaki, Suju Abraham, Neoklis Polyzotis, Naushin Shaikh

    IEEE Trans. Knowl. Data Eng., vol. 26 (2014), pp. 1778-1790

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    SEEDB: Automatically Generating Query Visualizations

    Manasi Vartak, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis

    PVLDB, vol. 7 (2014), pp. 1581-1584

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    Exploiting Opportunistic Physical Design in Large-scale Data Analytics

    Jeff LeFevre, Jagan Sankaranarayanan, Hakan Hacigümüs, Jun'ichi Tatemura, Neoklis Polyzotis

    CoRR, vol. abs/1303.6609 (2013)

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    Human-Powered Top-k Lists

    Vassilis Polychronopoulos, Luca de Alfaro, James Davis, Hector Garcia-Molina, Neoklis Polyzotis

    WebDB (2013), pp. 25-30

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    INUM+: A leaner, more accurate and more efficient fast what-if optimizer

    Rui Wang, Quoc Trung Tran, Ivo Jimenez, Neoklis Polyzotis

    ICDE Workshops (2013), pp. 50-55

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    Iterative MapReduce for Large Scale Machine Learning

    Joshua Rosen, Neoklis Polyzotis, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Markus Weimer, Tyson Condie, Raghu Ramakrishnan

    CoRR, vol. abs/1303.3517 (2013)

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    Machine learning for big data

    Tyson Condie, Paul Mineiro, Neoklis Polyzotis, Markus Weimer

    SIGMOD Conference (2013), pp. 939-942

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    Machine learning on Big Data

    Tyson Condie, Paul Mineiro, Neoklis Polyzotis, Markus Weimer

    ICDE (2013), pp. 1242-1244

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    Odyssey: A Multi-Store System for Evolutionary Analytics

    Hakan Hacigümüs, Jagan Sankaranarayanan, Jun'ichi Tatemura, Jeff LeFevre, Neoklis Polyzotis

    PVLDB, vol. 6 (2013), pp. 1180-1181

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    RITA: An Index-Tuning Advisor for Replicated Databases

    Quoc Trung Tran, Ivo Jimenez, Rui Wang, Neoklis Polyzotis, Anastasia Ailamaki

    CoRR, vol. abs/1304.1411 (2013)

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    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

    SC (2013), 73:1-73:12

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    Top-k queries over web applications

    Daniel Deutch, Tova Milo, Neoklis Polyzotis

    VLDB J., vol. 22 (2013), pp. 519-542

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    Towards a Workload for Evolutionary Analytics

    Jeff LeFevre, Jagan Sankaranarayanan, Hakan Hacigümüs, Jun'ichi Tatemura, Neoklis Polyzotis

    CoRR, vol. abs/1304.1838 (2013)

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    An overview of the deco system: data model and query language; query processing and optimization

    Hyunjung Park, Richard Pang, Aditya G. Parameswaran, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom

    SIGMOD Record, vol. 41 (2012), pp. 22-27

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    Asking the Right Questions in Crowd Data Sourcing

    Rubi Boim, Ohad Greenshpan, Tova Milo, Slava Novgorodov, Neoklis Polyzotis, Wang Chiew Tan

    ICDE (2012), pp. 1261-1264

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    CrowdScreen: algorithms for filtering data with humans

    Aditya G. Parameswaran, Hector Garcia-Molina, Hyunjung Park, Neoklis Polyzotis, Aditya Ramesh, Jennifer Widom

    SIGMOD Conference (2012), pp. 361-372

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    Declarative Systems for Large-Scale Machine Learning

    Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan

    IEEE Data Eng. Bull., vol. 35 (2012), pp. 24-32

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    Deco: A System for Declarative Crowdsourcing

    Hyunjung Park, Richard Pang, Aditya G. Parameswaran, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom

    PVLDB, vol. 5 (2012), pp. 1990-1993

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    Deco: declarative crowdsourcing

    Aditya G. Parameswaran, Hyunjung Park, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom

    CIKM (2012), pp. 1203-1212

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    Divergent physical design tuning for replicated databases

    Mariano P. Consens, Kleoni Ioannidou, Jeff LeFevre, Neoklis Polyzotis

    SIGMOD Conference (2012), pp. 49-60

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    Kaizen: a semi-automatic index advisor

    Ivo Jimenez, Huascar Sanchez, Quoc Trung Tran, Neoklis Polyzotis

    SIGMOD Conference (2012), pp. 685-688

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    Max algorithms in crowdsourcing environments

    Petros Venetis, Hector Garcia-Molina, Kerui Huang, Neoklis Polyzotis

    WWW (2012), pp. 989-998

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    Processing of Rank Joins in Highly Distributed Systems

    Christos Doulkeridis, Akrivi Vlachou, Kjetil Nørvåg, Yannis Kotidis, Neoklis Polyzotis

    ICDE (2012), pp. 606-617

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    Scaling Datalog for Machine Learning on Big Data

    Yingyi Bu, Vinayak R. Borkar, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan

    CoRR, vol. abs/1203.0160 (2012)

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    Semi-Automatic Index Tuning: Keeping DBAs in the Loop

    Karl Schnaitter, Neoklis Polyzotis

    PVLDB, vol. 5 (2012), pp. 478-489

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    Answering Queries using Humans, Algorithms and Databases

    Aditya G. Parameswaran, Neoklis Polyzotis

    CIDR (2011), pp. 160-166

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    Benchmarking Online Index-Tuning Algorithms

    Ivo Jimenez, Jeff LeFevre, Neoklis Polyzotis, Huascar Sanchez, Karl Schnaitter

    IEEE Data Eng. Bull., vol. 34 (2011), pp. 28-35

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    CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads

    Debabrata Dash, Neoklis Polyzotis, Anastasia Ailamaki

    CoRR, vol. abs/1104.3214 (2011)

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    CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads

    Debabrata Dash, Neoklis Polyzotis, Anastasia Ailamaki

    PVLDB, vol. 4 (2011), pp. 362-372

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    Human-Assisted Graph Search: It's Okay to Ask Questions

    Aditya Parameswaran, Anish Das Sarma, Hector Garcia-Molina, Alkis Polyzotis, Jennifer Widom

    VLDB (2011)

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    Map-reduce extensions and recursive queries

    Foto N. Afrati, Vinayak R. Borkar, Michael J. Carey, Neoklis Polyzotis, Jeffrey D. Ullman

    EDBT (2011), pp. 1-8

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    Predictable performance and high query concurrency for data analytics

    George Candea, Neoklis Polyzotis, Radek Vingralek

    VLDB J., vol. 20 (2011), pp. 227-248

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    Private Database Synthesis for Outsourced System Evaluation

    Vani Gupta, Gerome Miklau, Neoklis Polyzotis

    AMW (2011)

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    SciHadoop: array-based query processing in Hadoop

    Joe B. Buck, Noah Watkins, Jeff LeFevre, Kleoni Ioannidou, Carlos Maltzahn, Neoklis Polyzotis, Scott A. Brandt

    SC (2011), 66:1-66:11

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    Skyline query processing over joins

    Akrivi Vlachou, Christos Doulkeridis, Neoklis Polyzotis

    SIGMOD Conference (2011), pp. 73-84

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    Social networking on top of the WebdamExchange system

    Emilien Antoine, Alban Galland, Kristian Lyngbaek, Amélie Marian, Neoklis Polyzotis

    ICDE (2011), pp. 1300-1303

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    The QueRIE system for Personalized Query Recommendations

    Gloria Chatzopoulou, Magdalini Eirinaki, Suju Koshy, Sarika Mittal, Neoklis Polyzotis, Jothi Swarubini Vindhiya Varman

    IEEE Data Eng. Bull., vol. 34 (2011), pp. 55-60

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    Web information management with access control

    Serge Abiteboul, Alban Galland, Neoklis Polyzotis

    WebDB (2011)

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    An automated, yet interactive and portable DB designer

    Ioannis Alagiannis, Debabrata Dash, Karl Schnaitter, Anastasia Ailamaki, Neoklis Polyzotis

    SIGMOD Conference (2010), pp. 1183-1186

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    Cluster Computing, Recursion and Datalog

    Foto N. Afrati, Vinayak R. Borkar, Michael J. Carey, Neoklis Polyzotis, Jeffrey D. Ullman

    Datalog (2010), pp. 120-144

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    Optimal Top-K Query Evaluation for Weighted Business Processes

    Daniel Deutch, Tova Milo, Neoklis Polyzotis, Tom Yam

    PVLDB, vol. 3 (2010), pp. 940-951

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    Optimal algorithms for evaluating rank joins in database systems

    Karl Schnaitter, Neoklis Polyzotis

    ACM Trans. Database Syst., vol. 35 (2010)

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    QueRIE: A Query Recommender System Supporting Interactive Database Exploration

    Sarika Mittal, Jothi Swarubini Vindhiya Varman, Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis

    ICDM Workshops (2010), pp. 1411-1414

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    SQL QueRIE Recommendations

    Javad Akbarnejad, Gloria Chatzopoulou, Magdalini Eirinaki, Suju Koshy, Sarika Mittal, Duc On, Neoklis Polyzotis, Jothi Swarubini Vindhiya Varman

    PVLDB, vol. 3 (2010), pp. 1597-1600

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    Semi-Automatic Index Tuning: Keeping DBAs in the Loop

    Karl Schnaitter, Neoklis Polyzotis

    CoRR, vol. abs/1004.1249 (2010)

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    The Rank Join Problem

    Neoklis Polyzotis

    SeCO Workshop (2010), pp. 115-120

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    Trends in Rank Join

    Ihab F. Ilyas, Davide Martinenghi, Neoklis Polyzotis, Marco Tagliasacchi

    SeCO Workshop (2010), pp. 135-137

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    A Benchmark for Online Index Selection

    Karl Schnaitter, Neoklis Polyzotis

    ICDE (2009), pp. 1701-1708

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    A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses

    George Candea, Neoklis Polyzotis, Radek Vingralek

    PVLDB, vol. 2 (2009), pp. 277-288

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    Autocompletion for Mashups

    Ohad Greenshpan, Tova Milo, Neoklis Polyzotis

    PVLDB, vol. 2 (2009), pp. 538-549

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    Depth estimation for ranking query optimization

    Karl Schnaitter, Joshua Spiegel, Neoklis Polyzotis

    VLDB J., vol. 18 (2009), pp. 521-542

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    Index Interactions in Physical Design Tuning: Modeling, Analysis, and Applications

    Karl Schnaitter, Neoklis Polyzotis, Lise Getoor

    PVLDB, vol. 2 (2009), pp. 1234-1245

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    MatchUp: Autocompletion for Mashups

    Serge Abiteboul, Ohad Greenshpan, Tova Milo, Neoklis Polyzotis

    ICDE (2009), pp. 1479-1482

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    Query Recommendations for Interactive Database Exploration

    Gloria Chatzopoulou, Magdalini Eirinaki, Neoklis Polyzotis

    SSDBM (2009), pp. 3-18

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    Report on the 10th international workshop on web information and data management (WIDM)

    Chee-Yong Chan, Neoklis Polyzotis

    SIGMOD Record, vol. 38 (2009), pp. 50-52

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    Report on the 10th international workshop on web information and data management (WIDM)

    Chee-Yong Chan, Neoklis Polyzotis

    SIGIR Forum, vol. 43 (2009), pp. 49-55

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    Robust and efficient algorithms for rank join evaluation

    Jonathan Finger, Neoklis Polyzotis

    SIGMOD Conference (2009), pp. 415-428

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    Searching Shared Content in Communities with the Data Ring

    Serge Abiteboul, Neoklis Polyzotis

    IEEE Data Eng. Bull., vol. 32 (2009), pp. 44-51

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    Sketch-Based Summarization of Ordered XML Streams

    Veronica Mayorga, Neoklis Polyzotis

    ICDE (2009), pp. 541-552

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    TuG synopses for approximate query answering

    Joshua Spiegel, Neoklis Polyzotis

    ACM Trans. Database Syst., vol. 34 (2009)

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    XML Selectivity Estimation

    Maya Ramanath, Juliana Freire, Neoklis Polyzotis

    Encyclopedia of Database Systems (2009), pp. 3623-3627

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    Evaluating rank joins with optimal cost

    Karl Schnaitter, Neoklis Polyzotis

    PODS (2008), pp. 43-52

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    Meshing Streaming Updates with Persistent Data in an Active Data Warehouse

    Neoklis Polyzotis, Spiros Skiadopoulos, Panos Vassiliadis, Alkis Simitsis, Nils-Erik Frantzell

    IEEE Trans. Knowl. Data Eng., vol. 20 (2008), pp. 976-991

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    Report on the 9th International Workshop on Web Information and Data Management (WIDM 2007)

    Irini Fundulaki, Neoklis Polyzotis

    SIGIR Forum, vol. 42 (2008), pp. 36-43

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    Report on the 9th international workshop on web information and data management (WIDM 2007)

    Irini Fundulaki, Neoklis Polyzotis

    SIGMOD Record, vol. 37 (2008), pp. 50-52

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    The repeatability experiment of SIGMOD 2008

    Ioana Manolescu, Loredana Afanasiev, Andrei Arion, Jens Dittrich, Stefan Manegold, Neoklis Polyzotis, Karl Schnaitter, Pierre Senellart, Spyros Zoupanos, Dennis Shasha

    SIGMOD Record, vol. 37 (2008), pp. 39-45

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    Very Large Databases

    Minos N. Garofalakis, Neoklis Polyzotis

    Wiley Encyclopedia of Computer Science and Engineering (2008)

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    XML processing in DHT networks

    Serge Abiteboul, Ioana Manolescu, Neoklis Polyzotis, Nicoleta Preda, Chong Sun

    ICDE (2008), pp. 606-615

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    Depth Estimation for Ranking Query Optimization

    Karl Schnaitter, Joshua Spiegel, Neoklis Polyzotis

    VLDB (2007), pp. 902-913

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    On-Line Index Selection for Shifting Workloads

    Karl Schnaitter, Serge Abiteboul, Tova Milo, Neoklis Polyzotis

    ICDE Workshops (2007), pp. 459-468

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    Supporting Streaming Updates in an Active Data Warehouse

    Neoklis Polyzotis, Spiros Skiadopoulos, Panos Vassiliadis, Alkis Simitsis, Nils-Erik Frantzell

    ICDE (2007), pp. 476-485

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    The Data Ring: Community Content Sharing

    Serge Abiteboul, Neoklis Polyzotis

    CIDR (2007), pp. 154-163

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    XML processing in DHT networks

    Serge Abiteboul, Ioana Manolescu, Neoklis Polyzotis, Nicoleta Preda, Chong Sun

    BDA (2007)

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    AQAX: A System for Approximate XML Query Answers

    Joshua Spiegel, Emmanuel D. Pontikakis, Suratna Budalakoti, Neoklis Polyzotis

    VLDB (2006), pp. 1159-1162

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    COLT: continuous on-line tuning

    Karl Schnaitter, Serge Abiteboul, Tova Milo, Neoklis Polyzotis

    SIGMOD Conference (2006), pp. 793-795

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    Data Ring: Let Us Turn the Net into a Database!

    Serge Abiteboul, Neoklis Polyzotis

    ADBIS (2006), pp. 1

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    Graph-based synopses for relational selectivity estimation

    Joshua Spiegel, Neoklis Polyzotis

    SIGMOD Conference (2006), pp. 205-216

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    XCluster Synopses for Structured XML Content

    Neoklis Polyzotis, Minos N. Garofalakis

    ICDE (2006), pp. 63

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    XSKETCH synopses for XML data graphs

    Neoklis Polyzotis, Minos N. Garofalakis

    ACM Trans. Database Syst., vol. 31 (2006), pp. 1014-1063

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    Searching a file system using inferred semantic links

    Deepavali Bhagwat, Neoklis Polyzotis

    Hypertext (2005), pp. 85-87

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    Selectivity-based partitioning: a divide-and-union paradigm for effective query optimization

    Neoklis Polyzotis

    CIKM (2005), pp. 720-727

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    Approximate XML Query Answers

    Neoklis Polyzotis, Minos N. Garofalakis, Yannis E. Ioannidis

    SIGMOD Conference (2004), pp. 263-274

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    Fractional XSketch Synopses for XML Databases

    Natasha Drukh, Neoklis Polyzotis, Minos N. Garofalakis, Yossi Matias

    XSym (2004), pp. 189-203

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    Selectivity Estimation for XML Twigs

    Neoklis Polyzotis, Minos N. Garofalakis, Yannis E. Ioannidis

    ICDE (2004), pp. 264-275

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    Speculative Query Processing

    Neoklis Polyzotis, Yannis E. Ioannidis

    CIDR (2003)

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    Statistical synopses for graph-structured XML databases

    Neoklis Polyzotis, Minos N. Garofalakis

    SIGMOD Conference (2002), pp. 358-369

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    Structure and Value Synopses for XML Data Graphs

    Neoklis Polyzotis, Minos N. Garofalakis

    VLDB (2002), pp. 466-477