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5\u-247?\u22823?\u25968?\u25454?\u19979?\u30340?\u25216?\u26415?\u-28663?\u22411?\u19982?\u26550?\u26500?\u-29762?\u-29791?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20108?\u-29774? \u25209?\u22788?\u29702?\u22823?\u25968?\u25454?\u24179?\u21488?Hadoop\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?Hadoop\u21450?\u20854?\u-28720?\u-30644?\u26550?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?HDFS\u20998?\u24067?\u24335?\u25991?\u20214?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?MapReduce\u-29791?\u31639?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?HBase\u22823?\u-30616?\u31649?\u29702?\u25216?\u26415?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u-247?Hadoop\u24179?\u21488?\u20351?\u29992?\u21644?\u23454?\u25805?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6) Hadoop\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u19977?\u-29774? \u24555?\u-28641?\u22823?\u25968?\u25454?\u24179?\u21488?Spark\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) Spark\u24555?\u-28641?\u22788?\u29702?\u25216?\u26415?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2)\u24377?\u24615?\u20998?\u24067?\u24335?\u25968?\u25454?\u-26938?RDD\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Spark\u20998?\u24067?\u24335?\u-29791?\u31639?\u26694?\u26550?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) Spark\u30340?BDAS\u29983?\u24577?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) Spark\u24179?\u21488?\u20351?\u29992?\u21644?\u23454?\u25805?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6)Spark\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u22235?\u-29774? \u27969?\u24335?\u23454?\u26102?\u22823?\u25968?\u25454?\u24179?\u21488?Streaming\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) \u23454?\u26102?\u27969?\u25968?\u25454?\u22788?\u29702?\u24037?\u20855?Streaming\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) Spark Streaming\u21407?\u29702?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Spark Streaming\u26550?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) Spark Streaming\u23454?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) Spark Streaming\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20116?\u-29774? \u20113?\u25968?\u25454?\u22788?\u29702?\u24037?\u20855?HBase\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) NoSQL\u25216?\u26415?\u21450?\u20113?\u25968?\u25454?\u24211?\u20171?\u32461?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) HBase\u21015?\u25968?\u25454?\u23384?\u20648?\u26426?\u21046?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) HBase\u25968?\u25454?\u22788?\u29702?\u26426?\u21046?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) HBase\u-25896?\u24182?\u21457?\u-29701?/\u20889?\u23454?\u29616?\u21450?\u26696?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) HBase\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20845?\u-29774? Hive\u21450?\u22823?\u25968?\u25454?\u20013?\u30340?SQL\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) \u22823?\u25968?\u25454?\u20013?\u30340?\u31867?SQL\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) Hive\u-29762?\u-29791?\u30446?\u26631?\u21644?\u25968?\u25454?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Hive\u20851?\u-27346?\u24615?\u25216?\u26415?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) Hive\u25968?\u25454?\u25805?\u20316?\u21644?\u26696?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) Hive\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u19971?\u-29774? SparkSQL\u31867?SQL\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) Spark SQL\u21644?BDAS\u25968?\u25454?\u20998?\u26512?\u26632?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) SparkSQL\u-29762?\u-29791?\u30446?\u26631?\u21644?\u25968?\u25454?\u27169?\u22411?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Spark SQL\u25968?\u25454?\u25805?\u20316?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) SparkSQL\u20851?\u-27346?\u24615?\u25216?\u26415?\u21644?\u26696?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) SparkSQL\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20843?\u-29774? \u20998?\u24067?\u24335?\u28040?\u24687?\u-29790?\u-27131?\u24037?\u20855?Kafka\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) Kafka\u24212?\u29992?\u20171?\u32461?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) Kafka\u24179?\u21488?\u26550?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Kafka\u-26938?\u32676?\u-28440?\u32626?\u19982?\u-28339?\u32622?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) Kafka\u24212?\u29992?\u26696?\u20363?\u23454?\u25805?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) Kafka\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u20061?\u-29774? \u22823?\u25968?\u25454?\u23384?\u20648?\u26684?\u24335?Parquet\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) \u22823?\u25968?\u25454?\u23384?\u20648?\u26684?\u24335?\u30340?\u-30335?\u27714?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) Parquet\u25991?\u20214?\u26684?\u24335?\u20171?\u32461?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Parquet\u30340?\u32452?\u25104?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) Parquet\u30340?\u24212?\u29992?\u24773?\u20917?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) Parquet\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u21313?\u-29774? \u22823?\u25968?\u25454?\u20998?\u26512?\u25366?\u25496?\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u22823?\u25968?\u25454?\u25366?\u25496?\u21450?\u30693?\u-29754?\u27169?\u22411?\u30340?\u21457?\u29616?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?\u22823?\u25968?\u25454?\u25366?\u25496?\u24037?\u20855?Mahout\u21644?MLlib\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?\u25512?\u-31920?\u26041?\u27861?\u21450?MLlib\u30005?\u24433?\u25512?\u-31920?\u26696?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?\u20998?\u31867?\u26041?\u27861?\u21450?Mahout\u26032?\u-27141?\u20998?\u31867?\u26696?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u-247?\u-32678?\u31867?\u26041?\u27861?\u21450?K-Means\u-32678?\u31867?\u26696?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u21313?\u19968?\u-29774? Elasticsearch\u25628?\u32034?\u20998?\u26512?\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1) \u20840?\u25991?\u26816?\u32034?\u19982?Elasticsearch\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2) Elasticsearch\u32034?\u24341?\u21450?\u26816?\u32034?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3) Elasticsearch\u20449?\u24687?\u25193?\u23637?\u32034?\u24341?\u32467?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4) ELK\u21644?Elasticsearch\u-26938?\u32676?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5) Elasticsearch\u24615?\u-32515?\u30417?\u25511?\u21450?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u21313?\u20108?\u-29774? \u-29372?\u28304?\u-31142?\u25311?\u21270?\u24037?\u20855?Docker\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u-31142?\u25311?\u21270?\u21644?\u23481?\u22120?\u25216?\u26415?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?LXC\u21644?Docker\u30340?\u21457?\u23637?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?Docker\u26550?\u26500?\u21450?\u29305?\u24615?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-247?\u-27300?\u20687?\u12289?\u23481?\u22120?\u21644?\u20179?\u24211?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u-247?Docker\u30340?\u25191?\u-30644?\u21450?\u20854?\u26696?\u20363?\u23454?\u25805?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u21313?\u19977?\u-29774? \u22823?\u25968?\u25454?\u25216?\u26415?\u23637?\u26395?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-247?\u22823?\u25968?\u25454?\u20998?\u26512?\u25216?\u26415?\u23637?\u26395?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-247?\u22823?\u25968?\u25454?\u24179?\u21488?\u30340?\u21457?\u23637?\u23637?\u26395?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-247?\u22823?\u25968?\u25454?\u25366?\u25496?\u30340?\u24212?\u29992?\u23637?\u26395?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u26472?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26472?\u-32767?\u24072? \u20027?\u-30335?\u30740?\u31350?\u32593?\u32476?\u20449?\u24687?\u20998?\u26512?\u20197?\u21450?\u20113?\u-29791?\u31639?\u30456?\u20851?\u25216?\u26415?\u-244?\u-27265?\u26399?\u20174?\u20107?\u20154?\u24037?\u26234?\u-32515?\u12289?\u22823?\u25968?\u25454?\u22788?\u29702?\u12289?\u20113?\u-29791?\u31639?\u20197?\u21450?\u25968?\u25454?\u20998?\u26512?\u20915?\u31574?\u25903?\u25345?\u31995?\u32479?\u30340?\u30740?\u31350?\u24320?\u21457?\u24037?\u20316?\u-244?\u20027?\u25345?\u21644?\u21442?\u19982?\u20102?\u22810?\u20010?\u22269?\u23478?\u21644?\u30465?\u-28440?\u32423?\u22522?\u-28207?\u-26503?\u30446?\u-244?\u20855?\u26377?\u20016?\u23500?\u30340?\u24037?\u31243?\u23454?\u-29195?\u21450?\u-28817?\u20214?\u30740?\u21457?\u32463?\u-25972?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u25253?\u21517?\b0\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par}