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Tag Archives:

The Power of Choice in Data-Aware Cluster Scheduling

Shivaram Venkataraman, Aurojit Panda, Ganesh Anantharayanan, Michael Franklin, Ion Stoica
OSDI'14, Oct. 2014.

Tags: Approximate Query Processing, Big Data, dataflow, scheduling

GraphX: Graph Processing in a Distributed Dataflow Framework

Joseph Gonzalez, Reynold Xin, Ankur Dave, Dan Crankshaw, Michael Franklin, Ion Stoica
OSDI, Oct. 2014.

Tags: Big Data, dataflow, Graphs, Graphx, query processing, spark

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Akaros amp application Approximate Query Processing BDAS Best Paper Award Big Data BlinkDB Bootstrap cluster coflow consistency crowdsourcing databases Datacenters data centers Data Cleaning data quality Declarative ML distributed machine learning genomics Graphs hadoop Machine Learning Materialized Views matrix factorization mesos MLbase Optimization OS pbs PIQL query processing Sampling SCADS scalability scale independence scheduling Shark spark SQL storage Succinct transactions vldb

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