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CPU Mining cryptocurrencies using Apache Spark without any external dependencies.
UsingCPU Miner fromhttps://github.com/pooler/cpuminer in an Apache Spark job that starts tasks on a Yarn/Mesos cluster. Each cluster executor starts an instance of CPU Miner using the provided mining options.
Get yourself an account in any mining pool that supports CPU mining :
Currency | Mining pools |
---|---|
Bitcoin | https://en.bitcoin.it/wiki/Comparison_of_mining_pools |
Litecoin | https://www.litecoinpool.org/ |
Dogecoin | https://aikapool.com/doge/index.php?page=login |
Keep an eye onhttps://coinmarketcap.com/ and look for new coins that do not require special mining equipments.
Package the project into a single jar (requiresSBT), in the project root run :
sbt package
You'll get aspark-yarn-miner_2.11-*.jar
jar.
Next, usespark-submit
to submit your job to the cluster :
spark-submit --master yarn --class fr.marouni.spark.coins.SparkYarnMiner spark-yarn-miner_2.11-0.1.0-SNAPSHOT.jar --url XXX --username YYY --worker-id WWW --password UUUU
Where :
--url
: Your mining pool URL (check mining pool docs). Example : stratum+tcp://stratum.aikapool.com:7915--username
: Mining pool account username--worker-id
: Mining pool worker id (check mining pool docs)--password
: Mining pool account password
Tune your mining with the followingspark-submit
options :
spark-submit --conf spark.executor.instances=10
on a 10 nodes clusterspark-submit --conf spark.executor.cores=6
on a cluster with 6 cores per node
Recommended tuning : 1 executor per cluster node with maximum allowed number of cores per executor.
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Mining cryptocurrencies on Apache Yarn with Apache Spark
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