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Experimenting with
#ApacheSpark performance: measurements and plots to study resource utilization efficiency. From https://github.com/LucaCanali/sparkMeasure/blob/master/examples/SparkTaskMetricsAnalysisExample.ipynb …pic.twitter.com/JfzLmfPrPu
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New blog post: On Measuring Apache Spark Workload Metrics for Performance Troubleshooting http://db-blog.web.cern.ch/blog/luca-canali/2017-03-measuring-apache-spark-workload-metrics-performance-troubleshooting …
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Thanks
@Hatem__Mahmoud, very interesting findings and writeup. /CC@lleturgez -
Good to see that SQL hints are coming to
#ApacheSpark - see alsohttps://github.com/apache/spark/pull/16925 … -
Luca Canali Retweeted
Performance comparison of Apache Avro,
@ApacheParquet,@ApacheHBase and@ApacheKudu with in-house workloads@CERN: https://db-blog.web.cern.ch/blog/zbigniew-baranowski/2017-01-performance-comparison-different-file-formats-and-storage-engines … -
Luca Canali Retweeted
New CERN blog post on parallelizing gradient descent with data parallel methods w/
@ApacheSpark &@fchollet 's Keras http://cern.ch/go/cSl9 -
Thanks for sharing and brilliant work Tanel. Also great to see you and
@gluent deep in Spark perf investigations!@TanelPoder -
IPython/Jupyter SQL Magic Functions for PySpark http://db-blog.web.cern.ch/blog/luca-canali/2016-11-ipythonjupyter-sql-magic-functions-pyspark …
#ApacheSpark#Jupyter#Python#SQL -
Luca Canali Retweeted
Did you miss a talk at Spark Summit EU? All the videos & slides have been added to the site. Check them out:http://ssum.it/2fmBsxf
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It's been great to be part of
#SparkSummit - Slides of my talk on Spark 2.0 perf investigations with flame graphs at http://cern.ch/canali/docs/Spark_Summit_2016_Flame_Graphs_Spark_Luca_CERN.pdf … -
#Hadoop data formats and storage layers tested and compared for#ATLAS EventIndex use cases. Poster at#CHEP2016. http://canali.web.cern.ch/canali/docs/IT-DB/Hadoop_formats_EventIndex_CHEP2016.pdf … -
Slides of my talk at
#CHEP2016 on integrating Oracle and Hadoop workloads: http://canali.web.cern.ch/canali/docs/Integration_Oracle_Hadoop_LC_CHEP2016.pdf … Coauthors:@zbigbar@PrasanthKothuri -
Luca Canali Retweeted
Voice From
@CERN:#ApacheSpark 2.0 Performance Improvements Investigated with Flame Graphshttp://dbricks.co/2dV9ig0 -
New blog post: Spark 2.0 Performance Improvements Investigated With Flame Graphs http://db-blog.web.cern.ch/blog/luca-canali/2016-09-spark-20-performance-improvements-investigated-flame-graphs …
#Spark#flamegraph -
A
#NeuralNetwork scoring engine in#PLSQL for recognizing handwritten digits.#MNIST#TensorFlow#Oracle https://db-blog.web.cern.ch/blog/luca-canali/2016-07-neural-network-scoring-engine-plsql-recognizing-handwritten-digits … -
Hadoop tutorials
@CERN, part 1 on data formats and SQL by@zbigbar and@DLanza1- https://indico.cern.ch/event/546000/ -
Luca Canali followed Jaan Altosaar, THE Port Association, DataEngConf and 206 others
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@thejaan
Machine learning
@Princeton &@Columbia. Stints@DeepMindAI,@GoogleBrain,@McGillU. Estonian-Canadian. Started@usefulsci. Views not my own. -
@theportatcern
We connect scientists from
@CERN with nonprofits and interdisciplinary experts to create innovative#technology for#social and#humanitarian need
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New short blog post: IPython/
#Jupyter notebooks for#Oracle http://db-blog.web.cern.ch/blog/luca-canali/2016-06-ipythonjupyter-notebooks-oracle … -
Luca Canali Retweeted
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@mikeolson & Manuel Martin Marquez discuss modern data strategy & how@CERN is using Hadoop http://strataconf.com/live#StrataHadoop -
Luca Canali Retweeted
Yes, You Must Use CALIBRATE_IO. No, You Mustn’t Use It To Test Storage Performance. http://kevinclosson.net/2016/06/02/yes-you-must-use-calibrate_io-no-you-mustnt-use-it-to-test-storage-performance …pic.twitter.com/bJp2QqVgDJ
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