{"id":5488,"date":"2015-11-16T14:07:55","date_gmt":"2015-11-16T14:07:55","guid":{"rendered":"https:\/\/ihs.com.tr\/blog\/?p=5488"},"modified":"2015-11-16T15:18:20","modified_gmt":"2015-11-16T15:18:20","slug":"dokuz-acik-kaynak-kodlu-buyuk-veri-araci","status":"publish","type":"post","link":"https:\/\/www.ihs.com.tr\/blog\/dokuz-acik-kaynak-kodlu-buyuk-veri-araci\/","title":{"rendered":"Dokuz A\u00e7\u0131k Kaynak Kodlu B\u00fcy\u00fck Veri Arac\u0131"},"content":{"rendered":"

Sadece Hadoop b\u00fcy\u00fc veri arac\u0131 de\u011fildir. Hadoop\u2019tan ba\u015fka a\u00e7\u0131k kaynak kodlu pek \u00e7ok B\u00fcy\u00fck Veri platformu bulunmaktad\u0131r.<\/span><\/p>\n

Apache Hadoop\u2019un ad\u0131n\u0131 zikretmeden B\u00fcy\u00fck Veriden bahsetmek m\u00fcmk\u00fcn de\u011fildir. Fakat Hadoop giderek geli\u015fen B\u00fcy\u00fck Veri ekosisteminin k\u00fc\u00e7\u00fck bir par\u00e7as\u0131n\u0131 olu\u015fturuyor. Ba\u015fka bir\u00e7ok B\u00fcy\u00fck Veri platformu ve arac\u0131 var ve bunlar\u0131n \u00e7o\u011fu a\u00e7\u0131k kaynakl\u0131.<\/span><\/p>\n

Neden B\u00fcy\u00fck Veri projelerininin pek \u00e7o\u011funun a\u00e7\u0131k kaynak kodlu oldu\u011funa dair kesin bir cevap yok. B\u00fcy\u00fck bir olas\u0131l\u0131kla Hadoop projesinin B\u00fcy\u00fck Veri projesinin lokomotifi olmas\u0131ndan. Hadoop a\u00e7\u0131k kaynak kodlu, Hadoop\u2019la \u00e7al\u0131\u015fanlar\u0131n \u00e7o\u011fu da a\u00e7\u0131k kaynak camias\u0131nda olduk\u00e7a aktif oldu\u011fu i\u00e7in bu ki\u015filerin geli\u015ftirdi\u011fi ara\u00e7lar da genellikle a\u00e7\u0131k kaynakl\u0131d\u0131r.<\/span><\/p>\n

B\u00fcy\u00fck Veri projelerinin bu kadar h\u0131zl\u0131 benimsenmesinin nedeni biraz da gerekli yaz\u0131l\u0131mlar\u0131n a\u00e7\u0131k kaynakl\u0131 olmas\u0131 ve departman veya \u00e7al\u0131\u015fan seviyesinde dahi kolayca indirilebilip kullan\u0131labilmesidir.<\/span><\/p>\n

Nedeni ne olursa olsun, B\u00fcy\u00fck Veri kurulu\u015flara b\u00fcy\u00fck fayda sa\u011flamakta. B\u00fcy\u00fck Veri yaz\u0131l\u0131m ara\u00e7lar\u0131na \u00fccretsiz olarak ula\u015f\u0131labilir. Ayr\u0131ca \u015firketler lisans i\u00e7in \u00fccret \u00f6demek yerine, gerekirse kendi \u00f6zel gereksinimlerine uygun a\u00e7\u0131k kaynak kodlar\u0131 sat\u0131n alabilirler.<\/span><\/p>\n

\u015eu an piyasada bulunan a\u00e7\u0131k kaynak kodlu ara\u00e7lar\u0131n \u00e7e\u015fitlili\u011fi hayret verici seviyededir. Biz en g\u00f6zde ve yenilik\u00e7i iki alana g\u00f6z ataca\u011f\u0131z: B\u00fcy\u00fck Veri platformlar\u0131 ve B\u00fcy\u00fck Veri aramalar\u0131. \u00a0<\/span><\/p>\n

B\u00fcy\u00fck Veri Platformlar\u0131<\/span><\/strong><\/p>\n

Lumify\u00a0<\/strong>B\u00fcy\u00fck Veri\u2019nin birle\u015ftirilmesi, analizi ve g\u00f6sterimi i\u00e7in g\u00f6rece yeni bir a\u00e7\u0131k kaynak kodlu projedir. Web tabanl\u0131 aray\u00fcz\u00fc ile veriniz i\u00e7indeki ba\u011flant\u0131lar\u0131 ortaya \u00e7\u0131karan analiz se\u00e7enekleri, 2D ve 3D \u00e7izge g\u00f6sterimleri, t\u00fcm teksti \u00e7ok boyutlu arama, dinamik histogramlar, etkile\u015fimli co\u011frafik haritalar gibi \u00f6zellikler i\u00e7erir.<\/span><\/p>\n

Talend Open Studio for Big Data<\/strong>\u00a0sizin Hadoop ve NoSQL veri tabanlar\u0131 ile \u00e7al\u0131\u015fabilmenizi sa\u011flar. Hadoop\u2019un g\u00fcc\u00fcnden tam olarak faydalanmak i\u00e7in basit grafiksel ara\u00e7lar ve yerli kod \u00fcreten sihirbazlar i\u00e7erir.<\/span><\/p>\n

HPCC Systems Big Data\u00a0<\/strong>B\u00fcy\u00fck Verinizin manip\u00fclasyonu, d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi, sorgulanmas\u0131 ve saklanmas\u0131 i\u00e7in Hadoop\u2019a alternatif olarak geli\u015ftirilmi\u015f bir platformdur. Thor veri d\u00fczeltme, Roxie veri sorgulama\/da\u011f\u0131tma motoru ve ECL (Enterprise Control Language) kullan\u0131r.<\/span><\/p>\n

Apache Storm <\/strong>\u00a0s\u0131n\u0131rs\u0131z veri dizesini da\u011f\u0131t\u0131k ger\u00e7ek zamanl\u0131 hesaplama sistemi i\u00e7erisinde g\u00fcvenli olarak i\u015fleyebilmenizi sa\u011flar. Hadoop\u2019un toplu i\u015fleme (batch processing) i\u00e7in yapt\u0131\u011f\u0131n\u0131 ger\u00e7ek zamanl\u0131 olarak (real-time processing) yapar.<\/span><\/p>\n

Apache Drill <\/strong>\u00a0B\u00fcy\u00fck Veri incelemesi i\u00e7in kullan\u0131lan bir SQL sorgulama motorudur. Tamamen modern B\u00fcy\u00fck Veri uygulamalar\u0131ndan gelen yar\u0131 yap\u0131sal ve h\u0131zla de\u011fi\u015fen veride y\u00fcksek performansl\u0131 analizi destekleyecek \u015fekilde tasarlanm\u0131\u015ft\u0131r. Drill mevcut Apache Hive ve Apache HBase da\u011f\u0131t\u0131mlar\u0131yla an\u0131nda entegrasyon imkan\u0131 sunar.<\/span><\/p>\n

Apache Samoa\u00a0\u00a0(Scalable Advanced Massive Online Analysis)<\/strong> B\u00fcy\u00fck Veri ak\u0131\u015f\u0131 madencili\u011fi i\u00e7indir. Da\u011f\u0131n\u0131k ML algoritmalar\u0131 i\u00e7in bir programlama soyutlamas\u0131 i\u00e7eren da\u011f\u0131n\u0131k bir ML (machine learning) \u00e7er\u00e7evesidir.<\/span><\/p>\n

Ikanow\u00a0<\/strong>biraz farkl\u0131d\u0131r. D\u00fcnyan\u0131n ilk yap\u0131land\u0131r\u0131lmam\u0131\u015f g\u00fcvenlik analizi platformu olma iddias\u0131ndad\u0131r. \u00dccretsiz s\u00fcr\u00fcm\u00fc yap\u0131land\u0131r\u0131lmam\u0131\u015f ve yap\u0131land\u0131r\u0131lm\u0131\u015f veriye eri\u015fim sa\u011flar ve a\u00e7\u0131k, kendi kendini destekleyen bir platform kapsam\u0131nda arama, veri widgetlar\u0131 ve d\u0131\u015far\u0131 aktar\u0131m \u00f6zelliklerine sahiptir. \u00a0<\/span><\/p>\n

\u00d6zel B\u00fcy\u00fck Veri Arama Ara\u00e7lar\u0131<\/span><\/strong><\/p>\n

Apache Solr<\/strong> olduk\u00e7a g\u00fcvenilir, \u00f6l\u00e7eklendirilebilir, hata toleransl\u0131 olacak \u015fekilde tasarlanm\u0131\u015f, da\u011f\u0131n\u0131k dizin, kopyalama ve y\u00fck dengeli sorgulama, otomatik y\u00fck \u00fcstlenme ve hata giderme, merkezi konfig\u00fcrasyon gibi \u00f6zelliklere sahip bir ara\u00e7t\u0131r. \u00a0\u00a0<\/span><\/p>\n

Solr<\/strong> d\u00fcnyan\u0131n en b\u00fcy\u00fck internet sitelerinin bir\u00e7o\u011funa arama ve navigasyon \u00f6zelliklerini verir ve Apache Lucene\u2019in Java tabanl\u0131 endeksleme ve arama teknolojisi \u00fczerine kuruludur.<\/span><\/p>\n

Elasticsearch\u00a0<\/strong>da\u011f\u0131n\u0131k ve a\u00e7\u0131k kaynak kodlu bir arama ve analiz motorudur. \u00d6l\u00e7eklenebilme, g\u00fcvenlik ve kolay y\u00f6netim i\u00e7in tasarlanm\u0131\u015ft\u0131r. Yap\u0131sal ve yap\u0131sal olmayan ve zamana dayal\u0131 veriyi tasarlamak i\u00e7in kulland\u0131\u011f\u0131 geli\u015ftirici dostu sorgulama dili sayesinde h\u0131zl\u0131 arama ve g\u00fc\u00e7l\u00fc analiz yapma olanaklar\u0131 sunar.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Sadece Hadoop b\u00fcy\u00fc veri arac\u0131 de\u011fildir. Hadoop\u2019tan ba\u015fka a\u00e7\u0131k kaynak kodlu pek \u00e7ok B\u00fcy\u00fck Veri platformu bulunmaktad\u0131r. Apache Hadoop\u2019un ad\u0131n\u0131 zikretmeden B\u00fcy\u00fck…<\/p>\n","protected":false},"author":3,"featured_media":5489,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-5488","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-haberler"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/posts\/5488","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=5488"}],"version-history":[{"count":4,"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/posts\/5488\/revisions"}],"predecessor-version":[{"id":5531,"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/posts\/5488\/revisions\/5531"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/media\/5489"}],"wp:attachment":[{"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=5488"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=5488"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ihs.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=5488"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}