Search Results - "Galakatos, Alex"

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    How Progressive Visualizations Affect Exploratory Analysis by Zgraggen, Emanuel, Galakatos, Alex, Crotty, Andrew, Fekete, Jean-Daniel, Kraska, Tim

    “…The stated goal for visual data exploration is to operate at a rate that matches the pace of human data analysts, but the ever increasing amount of data has…”
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    Journal Article
  3. 3

    Getting Swole: Generating Access-Aware Code with Predicate Pullups by Crotty, Andrew, Galakatos, Alex, Kraska, Tim

    “…Code generation for in-memory query processing is now commonplace. While existing approaches use a wide range of techniques (e.g., inline expansion,…”
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    Conference Proceeding
  4. 4

    Odlaw: A Tool for Retroactive GDPR Compliance by Luckett, Connor, Crotty, Andrew, Galakatos, Alex, Cetintemel, Ugur

    “…In this demo, we present ODLAW, a new tool for retroactive compliance with privacy laws like the European Union's General Data Protection Regulation (GDPR)…”
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    Conference Proceeding
  5. 5

    The Case for In-Memory OLAP on "Wimpy" Nodes by Crotty, Andrew, Galakatos, Alex, Luckett, Connor, Cetintemel, Ugur

    “…Research projects will often use the latest hardware to achieve orders-of-magnitude performance improvements while ignoring the (usually hefty) associated…”
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    Conference Proceeding
  6. 6

    FITing-Tree: A Data-aware Index Structure by Galakatos, Alex, Markovitch, Michael, Binnig, Carsten, Fonseca, Rodrigo, Kraska, Tim

    Published 25-03-2020
    “…SIGMOD (2019) 1189-1206 Index structures are one of the most important tools that DBAs leverage to improve the performance of analytics and transactional…”
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    Journal Article
  7. 7

    DBPal: Weak Supervision for Learning a Natural Language Interface to Databases by Weir, Nathaniel, Crotty, Andrew, Galakatos, Alex, Ilkhechi, Amir, Ramaswamy, Shekar, Bhushan, Rohin, Cetintemel, Ugur, Utama, Prasetya, Geisler, Nadja, Hättasch, Benjamin, Eger, Steffen, Binnig, Carsten

    Published 11-09-2019
    “…This paper describes DBPal, a new system to translate natural language utterances into SQL statements using a neural machine translation model. While other…”
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    Journal Article
  8. 8

    The End of Slow Networks: It's Time for a Redesign by Binnig, Carsten, Crotty, Andrew, Galakatos, Alex, Kraska, Tim, Zamanian, Erfan

    Published 04-04-2015
    “…Next generation high-performance RDMA-capable networks will require a fundamental rethinking of the design and architecture of modern distributed DBMSs. These…”
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    Journal Article
  9. 9

    Tupleware: Redefining Modern Analytics by Crotty, Andrew, Galakatos, Alex, Dursun, Kayhan, Kraska, Tim, Cetintemel, Ugur, Zdonik, Stan

    Published 25-06-2014
    “…There is a fundamental discrepancy between the targeted and actual users of current analytics frameworks. Most systems are designed for the data and…”
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    Journal Article