Search Results - "Mageirakos, Vasilis"

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    Efficient GPU-accelerated Join Optimization for Complex Queries by Mageirakos, Vasilis, Mancini, Riccardo, Karthik, Srinivas, Chandra, Bikash, Ailamaki, Anastasia

    “…Analytics on modern data analytic and data ware-house systems often need to run large complex queries on increasingly complex database schemas. A lot of…”
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    Conference Proceeding
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    Efficient Massively Parallel Join Optimization for Large Queries by Mancini, Riccardo, Karthik, Srinivas, Chandra, Bikash, Mageirakos, Vasilis, Ailamaki, Anastasia

    Published 27-02-2022
    “…Modern data analytical workloads often need to run queries over a large number of tables. An optimal query plan for such queries is crucial for being able to…”
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    Journal Article
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    Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning by Okanovic, Patrik, Waleffe, Roger, Mageirakos, Vasilis, Nikolakakis, Konstantinos E, Karbasi, Amin, Kalogerias, Dionysis, Gürel, Nezihe Merve, Rekatsinas, Theodoros

    Published 28-05-2023
    “…Methods for carefully selecting or generating a small set of training data to learn from, i.e., data pruning, coreset selection, and data distillation, have…”
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    Journal Article