bian zhe men ben zhu zhu yi du zhe de chu zhong xi wang jie you bian zhe men shi ji de jiao xue ji shi zuo jing yan yong wen zi tu pian yin dao du zhe li jie yun duan zuo ye xi tong de xiang guan nei rong da pei li lun de chen shu ji shi ji de cao zuo jian li du zhe de ji chu gai nian jin er ti sheng du zhe zai yu yun duan yun suan yun duan zuo ye xi tong fang mian de neng li ben shu bu fen nei rong zai 2011 nian shi ji bei dang zuo zi xun ruan ti ren cai pei yu xian wei zi xun chuang yi ren cai pei yu yun duan zhong xin de shang ke ke cheng shi zuo jiao cai ye bei shou lu cheng wei jing ji bu yun duan fu wu ying yong guan li shi zheng zhao yi ji de kao shi nei rong ying gai ke yi zuo wei ke tang jiao xue shang ji shi zuo jiao xue de jiao ke shu ben shu nei rong bao han li lun yu shi zuo chu le yun duan yun suan yun duan zuo ye xi tong de li lun jia gou yu xue shu tan tao zhi wai huan bao han le Linux Based de yun duan an zhuang jiang hui yi yi bu yi bu de cao zuo jiao xue fang shi rang du zhe ke yi zi xing an zhuang xiao xing yun duan xi tong bao han dan ji xu ni ji mo shi xu ni qiao jie qi shi ji yun duan UEC huan jing ju liang zi liao Big Data de Hadoop MapReduce fen xi OpenStack deng zui hou huan you guan yu yun duan fu wu ying yong guan li shi yi ji zheng zhao de kao zhao gong lve bian zhe men yi zui yan jin de tai du bian xie ci ke ben jiang yi dan shu lou zhi chu zai suo nan mian pan ge xian jin bu lin zhi zheng bi shi ci shu geng zhen yu wan shan bu sheng gan ji