Uly g\u00f6wr\u00fcmli maglumatlar tehnologi\u00fdasy: Uly g\u00f6wr\u00fcmli maglumatlar (Big Data) \u2013 birn\u00e4\u00e7e usullary\u0148 we gurallary\u0148 jemi bolup, strukturirlenen we strukturirlenmedik maglumatlary\u0148 \u00fcst\u00fcnde i\u015flemek \u00fc\u00e7in ni\u00fdetlenilip, adam tarapyndan kabul edilip we d\u00fc\u015f\u00fcnilip bilinjek g\u00f6rn\u00fc\u015fe getirmeklige a\u00fddyl\u00fdar.
\nStrukturirlenen maglumatlar \u00fd\u00f6rite a\u00fdratynlyklara g\u00f6r\u00e4 maglumat toplumlarynda strukturasy d\u00fcz\u00fclip \u00fderle\u015fdirilen maglumatlar.
\nStrukturirlenmedik maglumatlar adat\u00e7a hi\u00e7 bir a\u00fdratynlyga g\u00f6r\u00e4 strukturasy d\u00fcz\u00fclmedik tekst maglumatlary, multimedia maglumatlary.
\nUly g\u00f6wr\u00fcmli maglumatlary\u0148 taryhy
\nUly g\u00f6wr\u00fcmli maglumatlary\u0148 t\u00e4ze d\u00fc\u015f\u00fcnjedigine garamazdan, uly g\u00f6wr\u00fcmli maglumatlary\u0148 ilkinjileri 1960-1970-nji \u00fdyllarda \u00fdagny, ilkinji maglumatlar merkezleri we baglany\u015fykly maglumatlary\u0148 \u00f6s\u00fc\u015fi bilen bilelikde d\u00f6re\u00fd\u00e4r.
\n2005-nji \u00fdylda adamlar sosial torlary\u0148, online hyzmatlary\u0148 n\u00e4hili k\u00f6p mukdarda maglumat emele getir\u00fd\u00e4ndigine g\u00f6z \u00fdetirip ba\u015fladylar. Hadoop (uly maglumatlary barlamak, esasanam saklamak \u00fc\u00e7in d\u00f6redilen a\u00fdratyn ulgamdyr) hem \u015fol \u00fdylda d\u00f6redildi. \u00ddene-de NoSQL hem \u015fol wagtlarda me\u015fhurlyk gazanyp ba\u015flady.
\nHadoop \u00fdaly el\u00fdeterli ulgamlary\u0148 \u00f6smegi uly maglumaty\u0148 \u00f6s\u00fc\u015fi \u00fc\u00e7in m\u00f6h\u00fcmdir. Seb\u00e4bi olar uly maglumatlar bilen i\u015flemegi we uly maglumatlary saklamagy a\u0148satla\u015fdyr\u00fdar. \u015eondan so\u0148ky \u00fdyllarda uly maglumatlary\u0148 g\u00f6wr\u00fcmi \u00e7altlyk bilen artdy. Ulanyjylar henizem \u00f6r\u00e4n uly mukdardaky maglumatlary \u00f6nd\u00fcr\u00fd\u00e4rler. Internet of things (IoT)- zatlary\u0148 internetini\u0148 ulanylyp ba\u015flanmagy bilen maglumatlary\u0148 g\u00f6wr\u00fcmi hasam artdy.
\nUly g\u00f6wr\u00fcmli maglumatlar tehnologi\u00fdasy
\nUly g\u00f6wr\u00fcmli maglumatlar (Big Data)\u2013 uly m\u00f6\u00e7berde maglumatlary\u0148 esasynda netij\u00e4 gelmekligi\u0148 guraly h\u00f6km\u00fcnde kabul edil\u00fd\u00e4r, \u015fe\u00fdle hem \u015fu wagt Akylly-Maglumatlar (Smart-Data) tehnologi\u00fdasyna has uly \u00fcns beril\u00fd\u00e4r.
\nUly g\u00f6wr\u00fcmli maglumat tehnologi\u00fdasy di\u00fdip \u00e4girt uly \u00fda-da maglumatlary i\u015fle\u00fd\u00e4n adaty programmalar \u00fc\u00e7in i\u015flenmegi kyn bolan maglumat k\u00f6pl\u00fcklerine d\u00fc\u015f\u00fcnil\u00fd\u00e4r. Adaty maglumatlary\u0148 \u00fcst\u00fcnde has \u00fdokary statistiki amallary \u00fderine \u00fdetirip bol\u00fdan wagty, has \u00e7yl\u015fyrymly maglumatlarda \u00fdal\u0148y\u015flyklara sezewar bolmak m\u00fcmkin\u00e7iligi uly.Uly g\u00f6wr\u00fcmli maglumatlary\u0148 \u00fd\u00fcze \u00e7ykaryp biljek kyn\u00e7ylyklaryna maglumaty dolandyrmak, \u00fdatda saklamak, seljermek, g\u00f6zlemek, pa\u00fdla\u015fmak, talap etmek, t\u00e4zelemek, howpsuzlygyny \u00fcpj\u00fcn etmek we maglumat \u00e7e\u015fmesi degi\u015flidir.H\u00e4zirki wagtda \u201cbig data\u201d termini, \u00e7aklamalary, ulanyjy h\u00e4si\u00fdetli seljermeleri ya-da k\u00e4bir be\u00fdleki has k\u00e4mil, maglumatlardan \u00fda-da k\u00e4bir \u00fdagda\u00fdlarda maglumatlary\u0148 belli bir k\u00f6pl\u00fcginden netije alyp bil\u00fd\u00e4n seljerme usullaryny a\u0148latmakda ulanyl\u00fdar.Uly g\u00f6wr\u00fcmli maglumatlar d\u00fc\u015f\u00fcnjesini\u0148 esasy alamatlary:
\nTizlik (Velocity)
\nG\u00f6wr\u00fcm (Volume)
\nBaha (Value)
\nHakykylyk (Veracity)
\nK\u00f6pd\u00fcrlilik (Variety)
\nUly g\u00f6wr\u00fcmli maglumatlary\u0148 ulanyl\u00fdan \u00fderleri:
\nSaglygy gora\u00fdy\u015fda \u2013 \u00e7aga d\u00fcn\u00fd\u00e4 inenden onu\u0148 saglygy baradaky maglumatlar jemlenilip, geljek-de o\u0148a optimal bejergileri bermek \u00fc\u00e7in ulanyl\u00fdar Transportda \u2013 Awtoulaglardaky GPS enjamlarynda her bir wagt aralygynda maglumat jemlenilip, bu maglumatlar \u015f\u00e4herde awtoulag akymlaryny\u0148 h\u00e4si\u00fdetlerini \u00f6wrenm\u00e4ge hem-de awtoulag dykynlaryny\u0148 \u00f6\u0148\u00fcni alyp optimal \u00e7\u00f6z\u00fcw tapmakda ulanyl\u00fdar.
\nS\u00f6wda we hyzmatlar \u2013 m\u00fc\u015fderini\u0148 her birini\u0148 ha\u00fdsy \u00f6n\u00fcm bilen gyzyklanandygy we n\u00e4hili \u00f6n\u00fcmleri satyn alandyklary barada maglumatlar jemlenilip, t\u00e4ze \u00f6n\u00fcmi\u0148 \u00f6nd\u00fcrmeli mukdaryny \u00f6\u0148\u00fcnden \u00e7aklamakda we m\u00fc\u015fderilere hususy teklipleri bermekde ulanylyp biliner (Internet s\u00f6wdada has gi\u0148den ulanyl\u00fdar) Telekommunikasi\u00fdada \u2013 abonentleri\u0148 amala a\u015fyran ja\u0148lary, tarifi, geomaglumatlary, hasaby we \u015f.m. barada maglumatlary saklamakda uly g\u00f6wr\u00fcmli maglumatlar ulanyl\u00fdar. Uly g\u00f6wr\u00fcmli maglumatlar m\u00fc\u015fderilere amatly tarifleri d\u00f6retmekde, telekommunikasion enjamlary we programma \u00fcpj\u00fcn\u00e7iligini optimal sazlamakda we \u00fd\u00fcze \u00e7ykjak howplary \u00f6\u0148\u00fcnden \u00e7aklamakda ulanylyp biliner.<\/p>\n
A\u015fgabat \u015f\u00e4herind\u00e4ki agrosenagat<\/em><\/strong> <\/p>","protected":false},"excerpt":{"rendered":" Uly g\u00f6wr\u00fcmli maglumatlar tehnologi\u00fdasy: Uly g\u00f6wr\u00fcmli maglumatlar (Big Data) \u2013 birn\u00e4\u00e7e usullary\u0148 we gurallary\u0148 jemi bolup, strukturirlenen we strukturirlenmedik maglumatlary\u0148 \u00fcst\u00fcnde i\u015flemek \u00fc\u00e7in ni\u00fdetlenilip, adam tarapyndan kabul edilip we d\u00fc\u015f\u00fcnilip bilinjek g\u00f6rn\u00fc\u015fe getirmeklige a\u00fddyl\u00fdar. Strukturirlenen maglumatlar \u00fd\u00f6rite a\u00fdratynlyklara g\u00f6r\u00e4 maglumat toplumlarynda strukturasy d\u00fcz\u00fclip \u00fderle\u015fdirilen maglumatlar. Strukturirlenmedik maglumatlar adat\u00e7a hi\u00e7 bir a\u00fdratynlyga g\u00f6r\u00e4 strukturasy d\u00fcz\u00fclmedik tekst […]<\/p>\n","protected":false},"author":3,"featured_media":17952,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,10],"tags":[],"_links":{"self":[{"href":"https:\/\/newsashgabat.com\/index.php?rest_route=\/wp\/v2\/posts\/17940"}],"collection":[{"href":"https:\/\/newsashgabat.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/newsashgabat.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/newsashgabat.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/newsashgabat.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=17940"}],"version-history":[{"count":1,"href":"https:\/\/newsashgabat.com\/index.php?rest_route=\/wp\/v2\/posts\/17940\/revisions"}],"predecessor-version":[{"id":17941,"href":"https:\/\/newsashgabat.com\/index.php?rest_route=\/wp\/v2\/posts\/17940\/revisions\/17941"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newsashgabat.com\/index.php?rest_route=\/wp\/v2\/media\/17952"}],"wp:attachment":[{"href":"https:\/\/newsashgabat.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=17940"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/newsashgabat.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=17940"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/newsashgabat.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=17940"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\norta h\u00fcn\u00e4r okuw mekdebini\u0148 <\/em><\/strong>
\ntalyby Baba\u00fdewa Ba\u00fdramg\u00fcl<\/em><\/strong><\/p>\n