• 搴愬北澶ф暟鎹煿璁?/h3>

    鍦ㄥぇ鏁版嵁鏃朵唬锛屽浣曠柧閫熼珮鏁堝湴澶勭疆鍥剧墖鍖栥€佸舰浣撳寲鐨勪俊婧愶紝浣夸箣璁喅杈ㄨ杞寲涓哄彲缂栫簜鐨勬枃鏈俊鎭拰鐗圭偣鏁版嵁锛屼究鍒╂暟鎹簱鐨勬敹闆嗐€佸姙鐞嗐€侀槓鍙戝拰鍐宠璁″垝锛屾垚涓烘憜鍦ㄤ紒涓氫富鐪煎墠鐨勯厤鍚堝洶闅?/p>

    鏌ョ湅璇︽儏 姹熻タ

  • 妯熸爲澶ф暟鎹煿璁?/h3>

    璇村澶勭悊澶ф暟鎹殑涓滆タ锛岄€氫織鐨勫紑婧愬鐞嗚鍒?鐗瑰埆鏄疉pache Hadoop)鍙皳鍥藉鏍嬫銆傛潵鑷航绾﹀ぇ瀛︾殑IEEE浼氬+Claudio Silva浼犳巿浠ヤ负鍦ㄥぇ鏁版嵁鏃朵唬锛屽彲楠岃瘉鐨勫彲瑙嗗寲鍙樺緱鏇村姞涓昏銆傚湪杩?/p>

    鏌ョ湅璇︽儏 姹熻タ

  • 涓村畨澶ф暟鎹煿璁?/h3>

    甯傚満鐮旇鏈烘瀯IDC涔冭嚦浠ヤ负锛屾暟鎹槓鍙戜汉鏉愮殑瀹屽杽鍙兘浼氭垚涓哄奖鍝嶅ぇ鏁版嵁甯傚満鎴愰暱鐨勪富瑕佽韩鍒嗐€傞偅鏈棶棰樻潵浜嗭紝澶ф暟鎹┒绔熻兘甯姪浼佷笟鍋氫簺浠€涔?浼佷笟濡備綍鑳藉姏鏇村ソ鐨勫埄鐢ㄥぇ鏁版嵁?澶ф暟鎹

    鏌ョ湅璇︽儏 娴欐睙

  • 骞挎眽澶ф暟鎹煿璁?/h3>

    CDAP锛圕ask Data Access Platform锛夋槸涓€涓湪Hadoop涔嬩笂杩愯浆鐨勬鏋讹紝绗肩粺浜嗗埗浣滃拰杩愯浆澶ф暟鎹埄鐢ㄧ殑搴炴潅鎬с€?012骞?鏈堬紝Hadoop v2鐨刟lpha鐗堟湰瀹e竷锛屾涓渶涓昏鐨勮浆鍙樻槸鍦℉adoop鐒︾偣缁勪欢

    鏌ョ湅璇︽儏 鍥涘窛

  • 浠€閭″ぇ鏁版嵁鍩硅

    杩欏嚑骞碒adoop鍦ㄦ暟涓绫诲埄鐢ㄥ満鏅腑鏇剧粡琚瘉瀹為暱鐭父鍚堥€傜殑澶勭悊璁″垝锛屽寘缃楋細銆備粈閭″ぇ鏁版嵁鍩硅瀹屼簡宸ヤ綔濂芥壘鍚楀ぇ鏁版嵁鏃朵唬鐨勫埌鏉ワ紝鎵╁睍浜嗏€滄暟鎹€濊鐐圭殑鍐呮兜銆侽racle澶ф暟鎹満鏄竴涓‖

    鏌ョ湅璇︽儏 鍥涘窛

  • 鑾卞窞澶ф暟鎹煿璁?/h3>

    Hadoop(鏈€鍒濈敱闆呰檸寮€鍙?鐢熸€佺郴缁熷寘鎷殑涓滆タ寰堟槸澶氾紝骞朵笖浠嶅湪涓嶇澧炴坊銆備簯鏄竴涓珮搴﹁櫄鏋勫寲鐨勫熀纭€鏋舵瀯锛岃兘鏈夊姪浜庡ぇ鏁版嵁椤圭溂鏇村揩鍦板疄鐜般€傝幈宸炲ぇ鏁版嵁鍩硅缁撴灉鎬庝箞鏍风柧閫熸垚闀跨殑绀惧尯

    鏌ョ湅璇︽儏 灞变笢

  • 鎵腑澶ф暟鎹煿璁?/h3>

    鍒涗笟闆勫徃DataStax涓轰紒涓氭寫渚涘熀浜庡紑婧怤oSQL鏁版嵁搴揂pache Cassandra鐨?Hadoop鏋勫缓璁″垝銆傛槸鐨勶紝涔呰繙鐪嬫潵锛孨oSQL 鍜屽ぇ鏁版嵁璞″緛鐫€缁濆ぇ澶ч兘鏁版嵁搴撳埄鐢ㄥ皢杈炲埆 RDBMS銆備负灏嗘潵杩堝悜澶ф暟鎹?/p>

    鏌ョ湅璇︽儏 姹熻嫃

  • 鏍规渤澶ф暟鎹煿璁?/h3>

    寮€婧愭槸Power骞冲彴鐨勬寔涔呰璋嬶紝IBM璁喅瀵圭唤鏀剧殑鎾戞寔锛屼赴纭昉ower骞冲彴涓婄殑澶ф暟鎹拰闃愬彂鍒╃敤锛屾瀯寤哄畬缇庣殑澶ф暟鎹敓鎬佺郴缁熴€備互鏄嫢鏄湪灞忓箷鎵浆杩涚▼涓埄鐢˙undle鎱㈠瓨澶ф暟鎹叾瀹炰笉鏄潪甯?/p>

    鏌ョ湅璇︽儏 鍐呰挋鍙?/span>

  • 鏄岄兘澶ф暟鎹煿璁?/h3>

    鍍廌atabricks濡傝鐨勪簯骞冲彴鎸戜緵浜嗕竴濂楅泦鎴愮殑銆佷富鏈烘墭绠$殑澶勭悊璁″垝锛屾秷寮簡浼佷笟閲囧彇Spark鍜岀‘淇濆ぇ鏁版嵁椤圭溂鑳滃埄鎵€闈㈠鐨勮繖涓夊ぇ濡ㄧ銆傛€荤粨2012骞村牚绉版暟鎹簱鐨勫ぇ骞达紝鏀祦鏁版嵁搴撳巶鍟?/p>

    鏌ョ湅璇︽儏 瑗胯棌

  • 鐏澶ф暟鎹煿璁?/h3>

    涓€鏍疯璇嗗埌澶ф暟鎹腑鍌ㄨ棌鐫€璐告槗浠d环鐨勫彟鏈夌編鐗规柉閭﹀▉銆傝繎骞达紝瑗跨彮鐗欑數淇″仛浜嗚壇澶氬ぇ鏁版嵁鍙樼幇鐨勭爺璁紝寰堟槸鐫€鍚嶇殑鏄€淪mart銆傜殑澶ф暟鎹惀涓氶瑕佷細鍚堝湪閲戣瀺鑼冪暣锛岃繖涓嶄唬琛ㄥ畠鍦ㄥ叾浣欒寖鐣?/p>

    鏌ョ湅璇︽儏 杈藉畞

  • 楂樺畨澶ф暟鎹煿璁?/h3>

    鈥滃ぇ鏁版嵁骞冲彴鐨勬函婧愬姛鏁堜究浜庢垜浠幆淇濋儴鍒嗘湁閽堝鎬у湴灞曞紑鐜绠$悊銆傞珮瀹夊ぇ鏁版嵁鍩硅- AsyncTask鐢ㄤ簬涓嶉渶瑕佸仠姝㈠ぇ鏁版嵁涓嬭浇鐨勭畝鍗曡€楁椂浣垮懡锛涖€傚嚑骞村墠,娌冨皵鐜涚殑澶ф暟鎹儴鍒嗗仠姝簡涓€

    鏌ョ湅璇︽儏 姹熻タ

  • 鏂扮枂澶ф暟鎹煿璁?/h3>

    鎹甀BM瀹gО锛屽鎴风敤涓嶄簡30鍒嗛挓灏辫兘鎼缓璧稨adoop闆嗙兢锛屽苟灏嗘暟鎹浆绉诲埌闆嗙兢澶栭潰锛屾暟鎹缃垂鐢ㄦ槸姣忎釜闆嗙兢姣忓皬鏃?0缇庡垎璧枫€傝櫧鐒禜adoop鎴愬績绛圭畻娑堝辑鏁版嵁澹佸瀿锛屽彲鏄湪鎷嗗幓涓€浜涘鍨掔殑鍚屾椂锛?/p>

    鏌ョ湅璇︽儏 鏂扮枂

  • 鐣岄澶ф暟鎹煿璁?/h3>

    涓嶅锛屼汉浠浘缁忓湪鐜版湁鐨勫ぇ鏁版嵁鍒╃敤涓湅鍒颁簡浣嗘効锛屽叏閮ㄧぞ浼氬悜鈥滃ぇ鏁版嵁鏃朵唬鈥濊繄杩涙浘缁忔槸蹇呭畾鏂瑰悜銆傞潰鍚慚esos鐨勫叾浣欓琛屾鏋跺寘缃桟assandra銆丠adoop銆丼torm鍜孲park銆俻resto锛岀畝鑰岃█涔?/p>

    鏌ョ湅璇︽儏 瀹夊窘

  • 鐭虫渤瀛愬ぇ鏁版嵁鍩硅

    涓よ€呯殑璁¤皨鍏充綔鏃犵枒浼氳繘涓€姝ラ灜绛栭噾铻嶈涓氬ぇ鏁版嵁鐨勫埄鐢ㄦ寫閫熴€傚浐鐒跺ぇ鏁版嵁浠嶅湪璧锋闃舵锛屽瓨鍦ㄨ澶氭寫琛咃紝浣嗗皢鏉ョ殑鎴愰暱浠嶇劧寰堟槸鍠滀笉闆呫€傛暟瀛楁椂浠o紝鍚勮鍚勪笟閮藉憟鐜颁簡娴╃箒杞彉锛屼换浣曡涓氬拰

    鏌ョ湅璇︽儏 鏂扮枂

  • 鍐呰挋鍙ゅぇ鏁版嵁鍩硅

    璐㈠姟澶ф暟鎹寘缃楋細闆勫畨澶ф暟鎹€佽川妫€澶ф暟鎹€侀鐗╁钩瀹夊ぇ鏁版嵁銆佸崼鐢熷ぇ鏁版嵁銆佸叡鍟嗗ぇ鏁版嵁銆佸钩鏄撹繎鏀垮ぇ鏁版嵁銆傝櫧鐒跺ぇ閮藉ぇ鍨嬬珛寮傚瀷浼佷笟姝e湪灏藉姏鎷撳睍鍏堕珮绾ч槓鍙戞墠鑳斤紝浣嗗湪姣旀潵浜庣航绾﹀彫寮€

    鏌ョ湅璇︽儏 鍐呰挋鍙?/span>

  • 涓夋渤澶ф暟鎹煿璁?/h3>

    涓婁釜鏈堬紝鎴戜滑瀵圭溂鍓嶆瘮鏉ョ殑35涓囧涓挱鏀鹃噺鍦?0涓囨浠ヤ笂鐨勭煭瑙嗛鍋滄澶ф暟鎹殑缁熻鍙戞槑锛屽悇涓搧绫讳箣闂寸殑宸紓鏇剧粡鎰堟潵鎰堝皬浜嗭紝寮勪箰鍜屾硾濞变箰杩欑被鏇剧粡琚揣缂╃殑姣旇緝灏忥紝鍥虹劧杩樻槸鏈€澶х殑銆備笁

    鏌ョ湅璇︽儏 娌冲寳

  • 杩炲窞澶ф暟鎹煿璁?/h3>

    灏忕粨锛氬綋鏁版嵁宸ㄧ粏閫備簬璇诲叆鍐呭瓨锛岀壒鍒槸鍦ㄥ叕鐢ㄩ泦缇や笂鏃讹紝Spark 琛ㄧず鏇村ソ锛汬adoop MapReduce 鍚堢敤浜庨偅浜涙暟鎹笉鍏嬪叏鏁拌鍏ュ唴瀛樼殑鎯呭喌锛屽悓鏃跺畠杩樺彲浠ヤ笌鍒殑鍔炰簨鍚屾椂杩愯浆銆傛柊鐨勮惀涓氬舰寮忎細

    鏌ョ湅璇︽儏 骞夸笢

  • 鍗楀澶ф暟鎹煿璁?/h3>

    鍏充簬Hadoop鏉ヨ锛屽湪娌℃湁澶ф壒鏁版嵁浣垮懡鍦ㄨ鍒椾腑鏃讹紝杩欎簺璧勬湰缁忓父鏄湭琚厖瀹炲埄鐢ㄧ殑銆傞鍏堬紝Hadoop鍒嗗竷寮忔枃浠剁郴缁?鏄缃ぇ鏁版嵁鐨勫噯纭瓨鍌ㄥ钩鍙般€傜涓€娆′妇琛屾矙榫欐槸鍦?008骞?1鏈?3鏃ワ紝鐪?/p>

    鏌ョ湅璇︽儏 娌冲寳

  • 姹夊窛澶ф暟鎹煿璁?/h3>

    骞翠笅鍗婂勾锛屽皬绫冲紑濮嬪湪浜戝姙浜嬪拰澶ф暟鎹柟闈㈡姇鍏ラ噸閲戙€傚疄璺典腑锛屼紒涓氭搷绾靛ぇ鏁版嵁鍋滄杞瀷杩涚骇銆佽惤瀹炲ぇ鏁版嵁璁¤皨鏃跺嵈闈㈠璇稿鍧氳嫤銆傛眽宸濆ぇ鏁版嵁鍩硅鈥淎pache Kylin灏嗗ぇ鏁版嵁甯﹀叆浼佷笟锛屼娇寰?/p>

    鏌ョ湅璇︽儏 婀栧寳

  • 鐏靛疂澶ф暟鎹煿璁?/h3>

    娉ㄩ噸浠ヤ笅鐨勫ぇ鏁版嵁缁熻淇℃伅springmvc涓巗truts璇锋眰鐨勫姣斻€傜伒瀹濆ぇ鏁版嵁鍩硅please use the 0.4 or 0 versions of Spring for Apache Hadoop.銆傛暣浣撴潵璁诧紝Williams 鎰熻椤圭溂鍥虹劧

    鏌ョ湅璇︽儏 娌冲崡