{"id":103695,"date":"2019-03-20T12:28:07","date_gmt":"2019-03-20T09:28:07","guid":{"rendered":"http:\/\/www.tvturk.com\/index.php\/turkcellin-yerli-yapay-zekasi-is-basinda\/"},"modified":"2019-03-20T12:28:07","modified_gmt":"2019-03-20T09:28:07","slug":"turkcellin-yerli-yapay-zekasi-is-basinda","status":"publish","type":"post","link":"http:\/\/www.tvturk.com\/index.php\/turkcellin-yerli-yapay-zekasi-is-basinda\/","title":{"rendered":"Turkcell\u2019in yerli yapay zek\u00e2s\u0131 i\u015f ba\u015f\u0131nda"},"content":{"rendered":"<p>Turkcell m\u00fchendisleri taraf\u0131ndan geli\u015ftirilen Baz \u0130stasyonu Servis Kesinti Tahminleme sistemiyle \u015febekelerden gelen 200 milyon alarm, yerli makine \u00f6\u011frenmesi ve yapay zek\u00e2 platformu taraf\u0131ndan yorumlanarak \u015febekede olu\u015fabilecek potansiyel sorunlar \u00f6nceden tahmin ediliyor. B\u00f6ylece \u015febeke kesintisi ya\u015fanmadan erken m\u00fcdahale ve ar\u0131za \u00f6nleme sa\u011flan\u0131yor.<\/p>\n<p>D\u00fcnyan\u0131n ilk dijital operat\u00f6r\u00fc Turkcell m\u00fchendisleri taraf\u0131ndan geli\u015ftirilen Baz \u0130stasyonu Servis Kesinti Tahminleme projesi verimli \u00e7al\u0131\u015fmaya devam ediyor. Yap\u0131lan bilgilendirmede; \u015febeke kesintisi ya\u015fanmadan ar\u0131za \u00f6nleme sistemiyle, haberle\u015fmeyi sa\u011flayan baz istasyonlar\u0131ndaki olas\u0131 sorunlar \u00f6nden tahmin edilerek, yerli yapay zek\u00e2 yetenekleriyle saha kesintilerinin \u00f6n\u00fcne ge\u00e7iliyor. \u015eebekede ya\u015fanabilecek olas\u0131 durumlar\u0131 y\u00fczde 85 gibi y\u00fcksek oranda \u00f6nceden haber veriyor.<\/p>\n<p>Yap\u0131lan m\u00fcdahaleler ile birlikte sahalardaki olas\u0131 servis kay\u0131plar\u0131n\u0131n \u00f6n\u00fcne ge\u00e7ildi<\/p>\n<p>A\u00e7\u0131klamaya g\u00f6re; Baz \u0130stasyonu Servis Kesinti Tahminleme projesi sayesinde yakla\u015f\u0131k 200 milyon alarm kayd\u0131 ve ona kar\u015f\u0131l\u0131k gelen 200 GB veri, Turkcell\u2019in yerli ML (Machine Learning) platformunda yine m\u00fchendisler taraf\u0131ndan geli\u015ftirilen yapay zek\u00e2 algoritmalar\u0131 ile i\u015fleniyor ve saha baz\u0131nda 24 saatlik bir dilimde kesinti tahmin oran\u0131 \u00fcretiliyor. Tahmin algoritmas\u0131n\u0131n \u00fcretti\u011fi oran anlaml\u0131 bulunmas\u0131 durumunda ilgili saha sorumlusu B\u00f6lge \u00c7\u00f6z\u00fcm Orta\u011f\u0131\u2019 na a\u00e7\u0131lan bir \u2019ar\u0131za kayd\u0131\u2019 vas\u0131tas\u0131 ile proaktif olarak m\u00fcdahale s\u00fcreci ba\u015flat\u0131yor.<\/p>\n<p>Yerli Yapay Zek\u00e2 ile \u00fcretilen ilk verileri analiz eden \u015eebeke Operasyonlar\u0131 Merkezi ekipleri projenin ilk bir ay\u0131nda 100\u2019\u00fcn \u00fczerinde sahay\u0131 ilgili B\u00f6lge \u00c7\u00f6z\u00fcm Orta\u011f\u0131 ekipleri ile payla\u015ft\u0131. Yap\u0131lan m\u00fcdahaleler ile birlikte ilgili sahalardaki olas\u0131 servis kay\u0131plar\u0131n\u0131n \u00f6n\u00fcne ge\u00e7ildi.<\/p>\n<p>Dijital operat\u00f6r olman\u0131n yan\u0131 s\u0131ra kendi kulland\u0131\u011f\u0131 teknolojileri kendisi \u00fcreten bir \u015firket oldu\u011funun alt\u0131n\u0131 \u00e7izen Turkcell \u015eebeke Teknolojilerinden Sorumlu Genel M\u00fcd\u00fcr Yard\u0131mc\u0131s\u0131 Gediz Sezgin, &#8220;M\u00fchendislerimiz taraf\u0131ndan geli\u015ftirilen yapay zek\u00e2 ve makine \u00f6\u011frenmesi algoritmalar\u0131yla m\u00fc\u015fterilerimize kusursuz bir deneyim ya\u015fatmak i\u00e7in \u00e7al\u0131\u015fmalar\u0131m\u0131z\u0131 aral\u0131ks\u0131z olarak s\u00fcrd\u00fcr\u00fcyoruz. Bu kapsamda hayata ge\u00e7irdi\u011fimiz \u2018Baz \u0130stasyonu Servis Kesinti Tahminleme\u2019 sistemimiz daha \u015fimdiden y\u00fczde 85 gibi y\u00fcksek oranda \u015febekemizde ya\u015fanabilecek olas\u0131 durumlar\u0131 bize \u00f6nceden haber veriyor. Yeni teknolojiler sayesinde verimlili\u011fini artt\u0131ran \u00e7\u00f6z\u00fcmlerimizle m\u00fc\u015fterilerimize kusursuz bir deneyim ya\u015fat\u0131rken, sa\u011flad\u0131\u011f\u0131m\u0131z tasarruflarla da kaynak verimlili\u011fini maksimum d\u00fczeye \u00e7\u0131kar\u0131yoruz. M\u00fc\u015fterilerimize en son teknolojilerle en kaliteli \u015febeke deneyimi ya\u015fatmak i\u00e7in \u00e7al\u0131\u015fmalar\u0131m\u0131za h\u0131z kesmeden devam edece\u011fiz&#8221; dedi.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TURKCELL \u015eEBEKE TEKNOLOJ\u0130LER\u0130NDEN SORUMLU GENEL M\u00dcD\u00dcR YARDIMCISI GED\u0130Z SEZG\u0130N, TURKCELL\u2019\u0130N D\u0130J\u0130TAL OPERAT\u00d6R OLMANIN YANI SIRA KEND\u0130 KULLANDI\u011eI TEKNOLOJ\u0130LER\u0130 KEND\u0130S\u0130 \u00dcRETEN B\u0130R \u015e\u0130RKET OLDU\u011eUNUN ALTINI \u00c7\u0130ZD\u0130.<\/p>\n","protected":false},"author":1,"featured_media":103696,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[19],"tags":[240,432,26429,18929,2454,26430],"class_list":["post-103695","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ekonomi","tag-basinda","tag-is","tag-turkcellin","tag-yapay","tag-yerli","tag-zekasi"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.tvturk.com\/wp-content\/uploads\/2019\/03\/turkcellin-yerli-yapay-zeksi-is-basinda_dd6ec85.jpg?fit=1000%2C720","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/paKIfm-qYv","_links":{"self":[{"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/posts\/103695","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/comments?post=103695"}],"version-history":[{"count":0,"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/posts\/103695\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/media\/103696"}],"wp:attachment":[{"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/media?parent=103695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/categories?post=103695"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.tvturk.com\/index.php\/wp-json\/wp\/v2\/tags?post=103695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}