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\u22914?\u20309?\u32534?\u20889?\u28418?\u20142?\u30340?\u20998?\u26512?\u25253?\u21578?\u-248?\u26082?\u26377?\u28418?\u20142?\u-28212?\u23376?\u-244?\u20063?\u-30335?\u26377?\u28418?\u20142?\u-26782?\u23376?\u-247?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289? \u25968?\u25454?\u26159?\u22522?\u30784? 2\u12289? \u20998?\u26512?\u25253?\u21578?\u26159?\u23637?\u29616?\u24418?\u24335?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289? \u20998?\u26512?\u25253?\u21578?\u30340?\u24605?\u-29201? 4\u12289? \u20998?\u26512?\u25253?\u21578?\u30340?\u26041?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12304?\u31034?\u20363?\u12305?\u20998?\u26512?\u25253?\u21578?\u28436?\u31034?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u19971?\u12289? \u25968?\u25454?\u30340?\u-29400?\u-28209?\u-27154?\u-26472?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u25968?\u25454?\u20179?\u24211?\u-26503?\u30446?\u30340?60%\u31934?\u21147?\u26159?\u22312?\u-30237?\u20915?\u25968?\u25454?\u-29400?\u-28209?\u-27154?\u-26472?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289? \u25968?\u25454?\u-29400?\u-28209?\u30340?\u-27154?\u-26472?\u-30616?\u29616?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25509?\u-28646?\u29575?\u30340?\u-28209?\u21270?\u20381?\u25454? \u25968?\u25454?\u-28820?\u25442?\u25104?\u20026?\u25104?\u21151?\u-29790?\u21333?\u20960?\u29575?\u30340?\u25551?\u-28688?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12304?\u31034?\u20363?\u12305?\u25968?\u25454?\u-29400?\u-28209?\u30340?\u-27154?\u-26472?\u20998?\u24067?\u22270?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289? \u25968?\u25454?\u-29400?\u-28209?\u30340?\u26681?\u28304?\u22312?\u21738?\u-28212?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19994?\u21153?\u31649?\u29702?\u30340?\u26631?\u20934?\u21270? \u25351?\u26631?\u30340?\u21475?\u24452?\u19968?\u-32268?\u24615?\u-27154?\u-26472?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289? \u25968?\u25454?\u-29400?\u-28209?\u30340?\u31649?\u29702?\u27169?\u24335?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u29702?\u28165?\u25968?\u25454?\u30340?\u26469?\u-24679?\u21435?\u-32503? \u21015?\u20986?\u25968?\u25454?\u30340?\u30417?\u25511?\u28857?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289? \u25968?\u25454?\u-29400?\u-28209?\u30340?\u-28209?\u21270?\u-29756?\u20272?\u26041?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25968?\u25454?\u-29400?\u-28209?\u30340?\u-29756?\u20272?\u26631?\u20934?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12304?\u31034?\u20363?\u12305?\u25968?\u25454?\u-29400?\u-28209?\u30340?\u-29756?\u20272?\u25351?\u26631?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u20843?\u12289? \u20113?\u-29791?\u31639?\u25216?\u26415?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1. Hadoop\u-26503?\u30446?\u31616?\u20171? 2. HDFS\u20307?\u31995?\u32467?\u26500? 3. HDFS\u20851?\u-27346?\u-28720?\u-30644?\u26426?\u21046?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4. MapReduce\u20135?\u29983?\u-32564?\u26223? 5. MapReduce\u32534?\u31243?\u27169?\u22411? 6. MapReduce\u23454?\u29616?\u26426?\u21046?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 7. MapReduce\u26696?\u20363?\u20998?\u26512? 8. HIVE\u20171?\u32461? 9. HBASE\u20171?\u32461?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20061?\u12289? \u24635?\u32467?\u21644?\u23637?\u26395?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u27573?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19987?\u19994?\u-32564?\u26223?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-242?\u21271?\u20140?\u22823?\u23398?\u20449?\u24687?\u19982?\u-28646?\u20449?\u24037?\u31243?\u19987?\u19994? \u21338?\u22763?\u21518?\u20174?\u20107?\u25968?\u25454?\u20179?\u24211?\u26041?\u-26782?\u30740?\u31350?\u-244?\u25552?\u20986?\u20102?\u20998?\u32423?\u24335?\u25968?\u25454?\u20179?\u24211?\u29702?\u-29766?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-242?\u21271?\u20140?\u-28498?\u30005?\u22823?\u23398?\u30005?\u23376?\u24037?\u31243?\u31995? \u21338?\u22763?\u20174?\u20107?\u-29791?\u31639?\u26426?\u30005?\u20449?\u-26938?\u25104?\u-248?CTI\u-247?\u26041?\u-26782?\u30740?\u31350?\u-244?\u26159?\u-29723?\u26041?\u21521?\u20013?\u22269?\u31532?\u19968?\u20010?\u21338?\u22763?\u27605?\u19994?\u29983?\u-244?\u21518?\u26399?\u20174?\u20107?\u25968?\u25454?\u20179?\u24211?/\u25968?\u25454?\u25366?\u25496?\u31561?\u30456?\u20851?\u25216?\u26415?\u30340?\u30740?\u31350?\u24037?\u20316?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24037?\u20316?\u32463?\u-25972?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u-242? \u22312?\u30005?\u20449?\u-26490?\u22495?\u31215?\u32047?\u20102?\u21313?\u20313?\u24180?\u30340?\u-30644?\u19994?\u19987?\u19994?\u19994?\u21153?\u32463?\u-25972?\u-244?\u20855?\u26377?\u24066?\u22330?\u12289?\u25216?\u26415?\u30340?\u-32564?\u26223?\u-244?\u25317?\u26377?10\u24180?\u30340?\u20840?\u29699?\u26368?\u22823?\u31227?\u21160?\u-28720?\u-31707?\u21830?\u24635?\u-28440?\u30340?\u23454?\u-27067?\u31649?\u29702?\u24037?\u20316?\u32463?\u-25972?\u-229?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u-242? \u-29409?\u-29405?\u20027?\u25345?\u-28729?\u31227?\u21160?\u-26938?\u22242?\u22269?\u20869?\u22823?\u22411?\u20449?\u24687?\u31995?\u32479?\u30340?\u31995?\u32479?\u24320?\u21457?\u12289?\u-28720?\u32500?\u31649?\u29702?\u-244?\u20027?\u25345?\u24314?\u31435?\u20102?\u19990?\u30028?\u26368?\u22823?\u30340?\u25968?\u25454?\u20179?\u24211?\u31995?\u32479?\u-229?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u-242? \u24341?\u23548?\u20102?\u22269?\u20869?\u30005?\u20449?\u-26490?\u22495?\u22312?\u25968?\u25454?\u20179?\u24211?\u21644?\u20449?\u24687?\u20998?\u26512?\u-26490?\u22495?\u30340?\u19994?\u21153?\u12289?\u25216?\u26415?\u21457?\u23637?\u-244?\u24102?\u21160?\u20102?\u30456?\u20851?\u20135?\u19994?\u30340?\u21457?\u23637?\u-244?\u20027?\u25345?\u32534?\u-31657?\u20102?\u22269?\u20869?\u30005?\u20449?\u-26490?\u22495?\u25968?\u25454?\u20179?\u24211?\u30340?\u31532?\u19968?\u26412?\u19987?\u19994?\u20070?\u31821?\u-229?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u-242? 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