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    SIGMOD
    2012
    ACM
    345views Database» more  SIGMOD 2012»
    Shark: fast data analysis using coarse-grained distributed memory
    12 years 2 months ago
    Shark: fast data analysis using coarse-grained distributed memory
    Download  www.cs.berkeley.edu
    Shark is a research data analysis system built on a novel rained distributed shared-memory abstraction. Shark marries query processing with deep data analysis, providing a unifie...
    Cliff Engle, Antonio Lupher, Reynold Xin, Matei Za...
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    SIGMOD
    2012
    ACM
    225views Database» more  SIGMOD 2012»
    A model-based approach to attributed graph clustering
    12 years 2 months ago
    A model-based approach to attributed graph clustering
    Download  www.comp.nus.edu.sg
    Zhiqiang Xu, Yiping Ke, Yi Wang, Hong Cheng, James...
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    SIGMOD
    2012
    ACM
    209views Database» more  SIGMOD 2012»
    Locality-sensitive hashing scheme based on dynamic collision counting
    12 years 2 months ago
    Locality-sensitive hashing scheme based on dynamic collision counting
    Download  ss.sysu.edu.cn
    Locality-Sensitive Hashing (LSH) and its variants are wellknown methods for solving the c-approximate NN Search problem in high-dimensional space. Traditionally, several LSH funct...
    Junhao Gan, Jianlin Feng, Qiong Fang, Wilfred Ng
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    SIGMOD
    2012
    ACM
    234views Database» more  SIGMOD 2012»
    Oracle in-database hadoop: when mapreduce meets RDBMS
    12 years 2 months ago
    Oracle in-database hadoop: when mapreduce meets RDBMS
    Download  cs.yale.edu
    Big data is the tar sands of the data world: vast reserves of raw gritty data whose valuable information content can only be extracted at great cost. MapReduce is a popular parall...
    Xueyuan Su, Garret Swart
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    SIGMOD
    2012
    ACM
    234views Database» more  SIGMOD 2012»
    BloomUnit: declarative testing for distributed programs
    12 years 2 months ago
    BloomUnit: declarative testing for distributed programs
    Download  www.cs.berkeley.edu
    We present BloomUnit, a testing framework for distributed programs written in the Bloom language. BloomUnit allows developers to write declarative test specifications that descri...
    Peter Alvaro, Andrew Hutchinson, Neil Conway, Will...
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    SIGMOD
    2012
    ACM
    222views Database» more  SIGMOD 2012»
    Tiresias: a demonstration of how-to queries
    12 years 2 months ago
    Tiresias: a demonstration of how-to queries
    Download  db.cs.washington.edu
    In this demo, we will present Tiresias, the first how-to query engine. How-to queries represent fundamental data analysis questions of the form: “How should the input change in...
    Alexandra Meliou, Yisong Song, Dan Suciu
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    SIGMOD
    2012
    ACM
    253views Database» more  SIGMOD 2012»
    Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems
    12 years 2 months ago
    Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems
    Download  hstore.cs.brown.edu
    The advent of affordable, shared-nothing computing systems portends a new class of parallel database management systems (DBMS) for on-line transaction processing (OLTP) applicatio...
    Andrew Pavlo, Carlo Curino, Stanley B. Zdonik
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    SIGMOD
    2012
    ACM
    212views Database» more  SIGMOD 2012»
    Local structure and determinism in probabilistic databases
    12 years 2 months ago
    Local structure and determinism in probabilistic databases
    Download  linqs.cs.umd.edu
    While extensive work has been done on evaluating queries over tuple-independent probabilistic databases, query evaluation over correlated data has received much less attention eve...
    Theodoros Rekatsinas, Amol Deshpande, Lise Getoor
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    SIGMOD
    2012
    ACM
    190views Database» more  SIGMOD 2012»
    Sample-driven schema mapping
    12 years 2 months ago
    Sample-driven schema mapping
    Download  web.eecs.umich.edu
    End-users increasingly find the need to perform light-weight, customized schema mapping. State-of-the-art tools provide powerful functions to generate schema mappings, but they u...
    Li Qian, Michael J. Cafarella, H. V. Jagadish
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    SIGMOD
    2012
    ACM
    226views Database» more  SIGMOD 2012»
    SkewTune: mitigating skew in mapreduce applications
    12 years 2 months ago
    SkewTune: mitigating skew in mapreduce applications
    Download  nuage.cs.washington.edu
    We present an automatic skew mitigation approach for userdefined MapReduce programs and present SkewTune, a system that implements this approach as a drop-in replacement for an e...
    YongChul Kwon, Magdalena Balazinska, Bill Howe, Je...
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