{"id":1652,"date":"2024-03-22T01:05:16","date_gmt":"2024-03-21T22:05:16","guid":{"rendered":"https:\/\/supermicrosunucu.com\/blog\/?p=1652"},"modified":"2024-03-22T01:05:16","modified_gmt":"2024-03-21T22:05:16","slug":"nvidia-aiops-is-ortagi-ekosistemi-isletmeler-icin-yapay-zekayi-harmanliyor","status":"publish","type":"post","link":"https:\/\/supermicrosunucu.com\/blog\/nvidia-aiops-is-ortagi-ekosistemi-isletmeler-icin-yapay-zekayi-harmanliyor.html","title":{"rendered":"NVIDIA AIOps \u0130\u015f Orta\u011f\u0131 Ekosistemi \u0130\u015fletmeler i\u00e7in Yapay Zekay\u0131 Harmanl\u0131yor"},"content":{"rendered":"<h4>Sa\u011flay\u0131c\u0131lar, NVIDIA AI Enterprise yaz\u0131l\u0131m\u0131n\u0131 ve h\u0131zland\u0131r\u0131lm\u0131\u015f bilgi i\u015flemi kullanarak BT operasyonlar\u0131n\u0131 ve siber g\u00fcvenli\u011fi g\u00fc\u00e7lendiriyor.<\/h4>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-large wp-image-1653\" src=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/03\/NVIDIA-AIOps-1024x542.jpg\" alt=\"\" width=\"800\" height=\"423\" srcset=\"https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/03\/NVIDIA-AIOps-1024x542.jpg 1024w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/03\/NVIDIA-AIOps-300x159.jpg 300w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/03\/NVIDIA-AIOps-768x406.jpg 768w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/03\/NVIDIA-AIOps-1536x812.jpg 1536w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/03\/NVIDIA-AIOps-390x205.jpg 390w, https:\/\/supermicrosunucu.com\/blog\/wp-content\/uploads\/2024\/03\/NVIDIA-AIOps.jpg 1902w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p><span>G\u00fcn\u00fcm\u00fcz\u00fcn karma\u015f\u0131k i\u015f ortamlar\u0131nda BT ekipleri, \u00e7al\u0131\u015fan hesaplar\u0131n\u0131n kilitlenmesi gibi basit sorunlardan kritik g\u00fcvenlik tehditlerine kadar s\u00fcrekli bir dizi zorlukla kar\u015f\u0131 kar\u015f\u0131yad\u0131r. Bu durumlar hem h\u0131zl\u0131 d\u00fczeltmeler hem de stratejik savunmalar gerektirir, bu da operasyonlar\u0131n sorunsuz ve g\u00fcvenli bir \u015fekilde s\u00fcrd\u00fcr\u00fclmesini daha da zorla\u015ft\u0131r\u0131r.<\/span><\/p>\n<p><span>Yapay zekay\u0131 BT operasyonlar\u0131yla harmanlayarak yaln\u0131zca rutin g\u00f6revleri otomatikle\u015ftirmekle kalmay\u0131p ayn\u0131 zamanda g\u00fcvenlik \u00f6nlemlerini de geli\u015ftiren AIOps tam da bu noktada devreye giriyor. Bu etkili yakla\u015f\u0131m, ekiplerin k\u00fc\u00e7\u00fck sorunlarla h\u0131zl\u0131 bir \u015fekilde ilgilenmesine ve daha da \u00f6nemlisi, g\u00fcvenlik tehditlerini eskisinden daha h\u0131zl\u0131 ve daha do\u011fru bir \u015fekilde tan\u0131mlay\u0131p yan\u0131t vermesine olanak tan\u0131r.<\/span><\/p>\n<p><span>AIOps, makine \u00f6\u011frenimini kullanarak yaln\u0131zca operasyonlar\u0131 kolayla\u015ft\u0131rmada de\u011fil, ayn\u0131 zamanda genel olarak g\u00fcvenli\u011fi g\u00fc\u00e7lendirmede de \u00f6nemli bir ara\u00e7 haline geliyor. Geli\u015fmi\u015f yapay zekay\u0131 ekiplerine entegre etmek isteyen i\u015fletmeler i\u00e7in oyunun kurallar\u0131n\u0131 de\u011fi\u015ftirecek ve potansiyel g\u00fcvenlik risklerinin bir ad\u0131m \u00f6n\u00fcnde kalmalar\u0131na yard\u0131mc\u0131 olacak.<\/span><\/p>\n<p><span>IDC&#8217;ye<\/span><span>\u00a0g\u00f6re\u00a0, BT operasyon y\u00f6netimi yaz\u0131l\u0131m pazar\u0131n\u0131n y\u0131ll\u0131k %10,3 oran\u0131nda b\u00fcy\u00fcyerek 2027 y\u0131l\u0131na kadar tahmini 28,4 milyar dolar gelire ula\u015fmas\u0131 bekleniyor. Bu b\u00fcy\u00fcme, operasyonel verimlilik ve modern ileti\u015fimin kritik bir bile\u015feni olarak AIOps&#8217;a artan g\u00fcvenin alt\u0131n\u0131 \u00e7iziyor. siber g\u00fcvenlik stratejileri.<\/span><\/p>\n<p><span>Makine \u00f6\u011frenimi operasyonlar\u0131ndaki h\u0131zl\u0131 b\u00fcy\u00fcme, \u00fcretken yapay zeka \u00e7a\u011f\u0131n\u0131 d\u00f6n\u00fc\u015ft\u00fcrmeye devam ederken, NVIDIA i\u015f ortaklar\u0131ndan olu\u015fan geni\u015f bir ekosistem, BT operasyonlar\u0131n\u0131 iyile\u015ftirmek i\u00e7in NVIDIA yapay zekadan yararlanan AIOps \u00e7\u00f6z\u00fcmleri sunuyor.<\/span><\/p>\n<p><span>NVIDIA, h\u0131zland\u0131r\u0131lm\u0131\u015f bilgi i\u015flem ve yapay zeka yaz\u0131l\u0131m\u0131yla AIOps i\u015f ortaklar\u0131ndan olu\u015fan geni\u015f bir ekosisteme yard\u0131mc\u0131 oluyor. Buna\u00a0, her yerde \u00e7al\u0131\u015fabilen ve yapay zeka modlar\u0131n\u0131n h\u0131zland\u0131r\u0131lm\u0131\u015f \u00e7\u0131kar\u0131m\u0131 i\u00e7in NVIDIA NIM, yapay zeka tabanl\u0131 siber g\u00fcvenlik i\u00e7in\u00a0<a href=\"https:\/\/developer.nvidia.com\/morpheus-cybersecurity\">NVIDIA Morpheus<\/a>\u00a0ve \u00f6zel \u00fcretken yapay zeka i\u00e7in\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/ai-data-science\/generative-ai\/nemo-framework\/\">NVIDIA NeMo gibi yaz\u0131l\u0131mlar arac\u0131l\u0131\u011f\u0131yla AIOps i\u00e7in temel sa\u011flayan, bulutta yerel bir y\u0131\u011f\u0131n olan\u00a0<\/a><\/span><a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/products\/ai-enterprise\/\"><span>NVIDIA AI Enterprise<\/span><\/a><span>\u00a0dahildir . Bu yaz\u0131l\u0131m, GenAI tabanl\u0131 sohbet robotu, \u00f6zetleme ve arama i\u015flevlerini kolayla\u015ft\u0131r\u0131r.<\/span><\/p>\n<p><span>NVIDIA AI kullanan AIOps sa\u011flay\u0131c\u0131lar\u0131 \u015funlar\u0131 i\u00e7erir:<\/span><\/p>\n<ul>\n<li>\n<p class=\"x_MsoNormal\"><strong><span>Dynatrace\u00a0<\/span><\/strong><a title=\"https:\/\/nam11.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.dynatrace.com%2Fplatform%2Fartificial-intelligence%2F&amp;data=05%7C02%7Ckyee%40nvidia.com%7Ce4328bc6511f4bcff98b08dc4838e462%7C 43083d15727340c1b7db39efd9ccc17a %7C0%7C0%7C638464656432041971%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&amp;sdata=YLynb7 v2FCfwP3vtxEY%2BIxjt10zG8NRVjk0O617lj2U%3D&amp;reserved=0\" href=\"https:\/\/www.dynatrace.com\/platform\/artificial-intelligence\/\" data-outlook-id=\"a9a7bdfc-c629-4e03-8303-21af2b8f0843\"><span>Davis hipermodal yapay zeka,<\/span><\/a><span>\u00a0Davis CoPilot&#8217;un eklenmesiyle nedensel, \u00f6ng\u00f6r\u00fcc\u00fc ve \u00fcretken yapay zeka tekniklerini entegre ederek AIOps&#8217;u geli\u015ftiriyor. Bu kombinasyon, hassas ve eyleme ge\u00e7irilebilir, yapay zeka odakl\u0131 yan\u0131tlar ve otomasyon sunarak BT, geli\u015ftirme, g\u00fcvenlik ve i\u015f operasyonlar\u0131nda g\u00f6zlemlenebilirli\u011fi ve g\u00fcvenli\u011fi art\u0131r\u0131r.<\/span><\/p>\n<\/li>\n<li><b><span>Elastic,<\/span><\/b><span>\u00a0semantik ve vekt\u00f6r arama i\u00e7in GPT-4 gibi pop\u00fcler LLM&#8217;lerle entegre olarak Yapay Zeka Asistanlar\u0131n\u0131 G\u00f6zlemlenebilirlik ve G\u00fcvenlik \u00e7\u00f6z\u00fcmlerinde destekleyen\u00a0<\/span><a href=\"https:\/\/www.elastic.co\/elasticsearch\/elasticsearch-relevance-engine\"><span>Elasticsearch Relevance Engine&#8217;i (ESRE)<\/span><\/a><span>\u00a0sunar .\u00a0Observability AI Assistant, BT ekiplerinin karma\u015f\u0131k sistemleri anlamas\u0131na, sa\u011fl\u0131\u011f\u0131 izlemesine ve operasyonel sorunlar\u0131n iyile\u015ftirilmesini otomatikle\u015ftirmesine yard\u0131mc\u0131 olan yeni nesil bir AI Ops yetene\u011fidir\u00a0<\/span><b><span>.<\/span><\/b><\/li>\n<li><b><span>New Relic,\u00a0<\/span><\/b><a href=\"https:\/\/newrelic.com\/platform\/applied-intelligence\"><span>makine \u00f6\u011freniminden<\/span><\/a><span>\u00a0,\u00a0<\/span><a href=\"https:\/\/newrelic.com\/platform\/new-relic-ai\"><span>\u00fcretken yapay zeka yard\u0131mc\u0131 \u00e7er\u00e7evelerinden<\/span><\/a><span>\u00a0ve g\u00f6zlemlenebilirlik konusundaki uzun y\u0131llara dayanan uzmanl\u0131\u011f\u0131ndan yararlanarak AIOps&#8217;u geli\u015ftiriyor\u00a0. Makine \u00f6\u011frenimi ve geli\u015fmi\u015f mant\u0131\u011f\u0131, BT ekiplerinin uyar\u0131 g\u00fcr\u00fclt\u00fcs\u00fcn\u00fc azaltmas\u0131na, ortalama tespit s\u00fcresini ve ortalama onar\u0131m s\u00fcresini iyile\u015ftirmesine, temel neden analizini otomatikle\u015ftirmesine ve ge\u00e7mi\u015fe y\u00f6nelik de\u011ferlendirmeler olu\u015fturmas\u0131na yard\u0131mc\u0131 olur. GenAI asistan\u0131 New Relic AI, kullan\u0131c\u0131lar\u0131n ba\u011flamlar\u0131 de\u011fi\u015ftirmeden hatalar\u0131 tan\u0131mlamas\u0131na, a\u00e7\u0131klamas\u0131na ve \u00e7\u00f6zmesine olanak tan\u0131yarak sorun \u00e7\u00f6z\u00fcm\u00fcn\u00fc h\u0131zland\u0131r\u0131yor ve kod d\u00fczeltmelerini do\u011frudan geli\u015ftiricinin entegre geli\u015ftirme ortam\u0131nda \u00f6neriyor ve uyguluyor. Ayn\u0131 zamanda otomatik olarak \u00fcst d\u00fczey sistem sa\u011fl\u0131k raporlar\u0131 \u00fcreterek, kontrol panellerini analiz edip \u00f6zetleyerek ve kullan\u0131c\u0131n\u0131n uygulamalar\u0131, altyap\u0131s\u0131 ve hizmetleri hakk\u0131ndaki sade dildeki sorular\u0131 yan\u0131tlayarak olay g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc ve \u00f6nlemeyi teknik olmayan ekiplere de geni\u015fletir. New Relic ayr\u0131ca NVIDIA GPU&#8217;lardan yararlanan yapay zeka destekli uygulamalar i\u00e7in tam y\u0131\u011f\u0131n g\u00f6zlemlenebilirlik sa\u011fl\u0131yor.<\/span><\/li>\n<li><b><span>PagerDuty,\u00a0<\/span><\/b><a href=\"https:\/\/www.pagerduty.com\/platform\/generative-ai\/\"><span>PagerDuty Copilot&#8217;a<\/span><\/a><span>\u00a0, olay\u0131n ba\u015flang\u0131c\u0131ndan \u00e7\u00f6z\u00fcmlenmesine kadar i\u00e7g\u00f6r\u00fcler sunmak, olay ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc kolayla\u015ft\u0131rmak ve BT ekipleri i\u00e7in manuel g\u00f6rev y\u00fcklerini azaltmak \u00fczere \u00fcretken bir yapay zeka asistan\u0131n\u0131 Slack&#8217;e entegre eden\u00a0yeni bir \u00f6zelli\u011fi tan\u0131tt\u0131 .<\/span><\/li>\n<li><b><span>ServiceNow&#8217;un\u00a0<\/span><\/b><a href=\"https:\/\/www.servicenow.com\/products\/predictive-aiops.html\"><span>proaktif bir BT operasyonlar\u0131 yaratma taahh\u00fcd\u00fc,<\/span><\/a><span>\u00a0olaylara\u00a0h\u0131zl\u0131 m\u00fcdahale i\u00e7in i\u00e7g\u00f6r\u00fclerin otomatikle\u015ftirilmesini, hizmet y\u00f6netiminin optimize edilmesini ve anormalliklerin tespit edilmesini kapsar. \u015eimdi NVIDIA ile i\u015fbirli\u011fi i\u00e7inde, teknoloji hizmetlerinde ve operasyonlar\u0131nda daha fazla yenilik yapmak i\u00e7in \u00fcretken yapay zekaya y\u00f6neliyor.<\/span><\/li>\n<li><b><span>Splunk&#8217;un<\/span><\/b><span>\u00a0teknoloji platformu,\u00a0operasyonel sorunlar\u0131 ve tehditleri tan\u0131mlama, te\u015fhis etme ve \u00e7\u00f6zme s\u00fcre\u00e7lerini otomatikle\u015ftirmek i\u00e7in\u00a0<\/span><a href=\"https:\/\/www.splunk.com\/en_us\/solutions\/splunk-artificial-intelligence.html\"><span>yapay zeka ve makine \u00f6\u011frenimini uygulayarak<\/span><\/a><span>\u00a0BT verimlili\u011fini ve g\u00fcvenlik duru\u015funu geli\u015ftirir. Splunk\u00a0<\/span><a href=\"https:\/\/www.splunk.com\/en_us\/products\/it-service-intelligence.html\"><span>BT Hizmet \u0130stihbarat\u0131<\/span><\/a><span>\u00a0, Splunk&#8217;un birincil AIOps teklifi olarak hizmet eder ve yerle\u015fik yapay zeka odakl\u0131 olay tahmini, tespiti ve \u00e7\u00f6z\u00fcm\u00fcn\u00fc tek bir yerden sa\u011flar.<\/span><\/li>\n<\/ul>\n<p><span>Amazon Web Services (AWS), Google Cloud ve Microsoft Azure gibi bulut hizmet sa\u011flay\u0131c\u0131lar\u0131, bulut kaynaklar\u0131n\u0131n \u00f6l\u00e7e\u011finden ve esnekli\u011finden yararlanarak kurulu\u015flar\u0131n BT operasyonlar\u0131n\u0131 otomatikle\u015ftirmesine ve optimize etmesine olanak tan\u0131r.<\/span><\/p>\n<ul>\n<li><b><span>AWS<\/span><\/b><span>\u00a0, izleme ve g\u00f6zlemlenebilirlik i\u00e7in Amazon CloudWatch; Kullan\u0131c\u0131 etkinli\u011fini ve API kullan\u0131m\u0131n\u0131 izlemek i\u00e7in AWS CloudTrail; Tekrarlanabilir ve sorumlu makine \u00f6\u011frenimi i\u015f ak\u0131\u015flar\u0131 olu\u015fturmak i\u00e7in Amazon SageMaker; ve sunucusuz bilgi i\u015flem i\u00e7in AWS Lambda, tetikleyicilere dayal\u0131 yan\u0131t eylemlerinin otomasyonuna olanak tan\u0131r.<\/span><\/li>\n<li><b><span>Google Cloud,<\/span><\/b><span>\u00a0buluttaki ve \u015firket i\u00e7i uygulamalarda izleme, g\u00fcnl\u00fck kayd\u0131 ve te\u015fhis sa\u011flayan Google Cloud Operations gibi hizmetler arac\u0131l\u0131\u011f\u0131yla AIOps&#8217;u destekler. Google Cloud&#8217;un yapay zeka ve makine \u00f6\u011frenimi \u00fcr\u00fcnleri aras\u0131nda, model e\u011fitimi ve tahmin i\u00e7in Vertex AI ile Google altyap\u0131s\u0131n\u0131n i\u015flem g\u00fcc\u00fcn\u00fc kullanan h\u0131zl\u0131 SQL sorgular\u0131 i\u00e7in BigQuery yer al\u0131yor.<\/span><\/li>\n<li><b><span>Microsoft Azure,<\/span><\/b><span>\u00a0uygulamalar\u0131n, hizmetlerin ve altyap\u0131n\u0131n kapsaml\u0131 bir \u015fekilde izlenmesi i\u00e7in Azure Monitor ile AIOps&#8217;u kolayla\u015ft\u0131r\u0131r. Azure Monitor&#8217;\u00fcn yerle\u015fik AIOps yetenekleri, kapasite kullan\u0131m\u0131n\u0131 tahmin etmeye, otomatik \u00f6l\u00e7eklendirmeyi etkinle\u015ftirmeye, uygulama performans\u0131 sorunlar\u0131n\u0131 tan\u0131mlamaya ve sanal makineler, kapsay\u0131c\u0131lar ve di\u011fer kaynaklardaki anormal davran\u0131\u015flar\u0131 alg\u0131lamaya yard\u0131mc\u0131 olur. Microsoft Azure Machine Learning (AzureML), makine \u00f6\u011frenimi modellerini sorumlu, g\u00fcvenli ve uygun \u00f6l\u00e7ekte e\u011fitmek, da\u011f\u0131tmak ve y\u00f6netmek i\u00e7in bulut tabanl\u0131 bir MLOps ortam\u0131 sunar.<\/span><\/li>\n<\/ul>\n<p><span>MLOps konusunda uzmanla\u015fm\u0131\u015f platformlar \u00f6ncelikle makine \u00f6\u011frenimi modellerinin geli\u015ftirmeden da\u011f\u0131t\u0131ma ve izlemeye kadar ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc kolayla\u015ft\u0131rmaya odaklan\u0131r. Temel misyon, makine \u00f6\u011frenimini daha eri\u015filebilir, verimli ve \u00f6l\u00e7eklenebilir hale getirmeye odaklansa da teknolojileri ve metodolojileri, BT operasyonlar\u0131ndaki yapay zeka yeteneklerini geli\u015ftirerek AIOps&#8217;u dolayl\u0131 olarak destekliyor:\u00a0<\/span><b><\/b><\/p>\n<ul>\n<li><b><span>Anyscale&#8217;in<\/span><\/b><span>\u00a0Ray tabanl\u0131 platformu, AIOps&#8217;ta anormallik tespiti ve otomatik iyile\u015ftirme gibi g\u00f6revlerde kullan\u0131lanlar da dahil olmak \u00fczere yapay zeka ve makine \u00f6\u011frenimi uygulamalar\u0131n\u0131n kolayca \u00f6l\u00e7eklendirilmesine olanak tan\u0131yor. Anyscale, da\u011f\u0131t\u0131lm\u0131\u015f bilgi i\u015flemi kolayla\u015ft\u0131rarak AIOps sistemlerinin b\u00fcy\u00fck hacimli operasyonel verileri daha verimli bir \u015fekilde i\u015flemesine yard\u0131mc\u0131 olarak ger\u00e7ek zamanl\u0131 analiz ve karar almay\u0131 m\u00fcmk\u00fcn k\u0131lar.<\/span><\/li>\n<li><b><span>Dataiku,<\/span><\/b><span>\u00a0BT ekiplerinin bu modelleri \u00fcretim ortamlar\u0131nda h\u0131zl\u0131 bir \u015fekilde devreye almas\u0131na ve yinelemesine olanak tan\u0131yan \u00f6zelliklerle, BT sistem ar\u0131zalar\u0131n\u0131 tahmin eden veya kaynak tahsisini optimize eden modeller olu\u015fturmak i\u00e7in kullan\u0131labilir.<\/span><\/li>\n<li><b><span>Dataloop&#8217;un<\/span><\/b><span>\u00a0platformu, tam veri ya\u015fam d\u00f6ng\u00fcs\u00fc y\u00f6netimi ve u\u00e7tan uca i\u015f ak\u0131\u015f\u0131 i\u00e7in yapay zeka modellerini ba\u011flaman\u0131n esnek bir yolunu sunarak kullan\u0131c\u0131lar\u0131n verilerini kullanarak yapay zeka uygulamalar\u0131 geli\u015ftirmelerine olanak tan\u0131yor.<\/span><\/li>\n<li><b><span>DataRobot,<\/span><\/b><span>\u00a0BT operasyon ekiplerinin yapay zeka \u00e7\u00f6z\u00fcmlerini h\u0131zl\u0131 bir \u015fekilde olu\u015fturmas\u0131na, da\u011f\u0131tmas\u0131na ve y\u00f6netmesine olanak tan\u0131yan, operasyonel verimlili\u011fi ve performans\u0131 art\u0131ran tam bir yapay zeka ya\u015fam d\u00f6ng\u00fcs\u00fc platformudur.<\/span><\/li>\n<li><b><span>Domino Data Lab&#8217;in<\/span><\/b><span>\u00a0platformu, i\u015fletmelerin ve veri bilimcilerinin yapay zekay\u0131 birle\u015fik, u\u00e7tan uca bir platformda olu\u015fturmas\u0131na, da\u011f\u0131tmas\u0131na ve y\u00f6netmesine olanak tan\u0131r. T\u00fcm ortamlardaki veriler, ara\u00e7lar, bilgi i\u015flem, modeller ve projeler merkezi olarak y\u00f6netilir; b\u00f6ylece ekipler i\u015fbirli\u011fi yapabilir, \u00fcretim modellerini izleyebilir ve y\u00f6netilen yapay zeka inovasyonu i\u00e7in en iyi uygulamalar\u0131 standartla\u015ft\u0131rabilir. Bu yakla\u015f\u0131m, veri bilimi ekiplerinin ihtiya\u00e7 duydu\u011fu self-servis hizmeti, BT operasyonel ihtiya\u00e7lar\u0131 i\u00e7in tam tekrarlanabilirlik, ayr\u0131nt\u0131l\u0131 maliyet takibi ve proaktif y\u00f6netim ile dengeledi\u011fi i\u00e7in AIOps i\u00e7in hayati \u00f6neme sahiptir.<\/span><\/li>\n<li><b><span>Weights &amp; Biases,<\/span><\/b><span>\u00a0AIOps&#8217;ta kullan\u0131lan yapay zeka modellerinin geli\u015ftirilmesi ve ince ayar\u0131n\u0131n yap\u0131lmas\u0131 i\u00e7in \u00e7ok \u00f6nemli olan deney takibi, model optimizasyonu ve i\u015fbirli\u011fine y\u00f6nelik ara\u00e7lar sa\u011flar. Weights &amp; Biases, model performans\u0131na ili\u015fkin ayr\u0131nt\u0131l\u0131 bilgiler sunarak ve ekipler aras\u0131nda i\u015fbirli\u011fini kolayla\u015ft\u0131rarak, BT operasyonlar\u0131 i\u00e7in da\u011f\u0131t\u0131lan yapay zeka modellerinin hem etkili hem de \u015feffaf olmas\u0131n\u0131 sa\u011flamaya yard\u0131mc\u0131 olur.<\/span><\/li>\n<\/ul>\n<p><span>NVIDIA&#8217;n\u0131n i\u015f orta\u011f\u0131 ekosistemi ve \u00e7al\u0131\u015fmalar\u0131 hakk\u0131nda daha fazlas\u0131n\u0131\u00a0<\/span><a href=\"https:\/\/gtmteknoloji.com\"><span>GTM Teknoloji<\/span><\/a> &#8216;den<span>\u00a0\u00f6\u011frenin .<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sa\u011flay\u0131c\u0131lar, NVIDIA AI Enterprise yaz\u0131l\u0131m\u0131n\u0131 ve h\u0131zland\u0131r\u0131lm\u0131\u015f bilgi i\u015flemi kullanarak BT operasyonlar\u0131n\u0131 ve siber g\u00fcvenli\u011fi g\u00fc\u00e7lendiriyor. G\u00fcn\u00fcm\u00fcz\u00fcn karma\u015f\u0131k i\u015f ortamlar\u0131nda<\/p>\n","protected":false},"author":2,"featured_media":1653,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[255,233,261],"tags":[406,173,234],"class_list":["post-1652","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gpu","category-gpu-server","category-yapay-zeka","tag-generative-ai","tag-gtm-teknoloji","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NVIDIA AIOps \u0130\u015f Orta\u011f\u0131 Ekosistemi \u0130\u015fletmeler i\u00e7in Yapay Zekay\u0131 Harmanl\u0131yor - SupermicroSunucu Blog<\/title>\n<meta name=\"description\" content=\"Sa\u011flay\u0131c\u0131lar, NVIDIA AI Enterprise yaz\u0131l\u0131m\u0131n\u0131 ve h\u0131zland\u0131r\u0131lm\u0131\u015f bilgi i\u015flemi kullanarak BT operasyonlar\u0131n\u0131 ve siber g\u00fcvenli\u011fi g\u00fc\u00e7lendiriyor.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/supermicrosunucu.com\/blog\/nvidia-aiops-is-ortagi-ekosistemi-isletmeler-icin-yapay-zekayi-harmanliyor.html\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NVIDIA AIOps \u0130\u015f Orta\u011f\u0131 Ekosistemi \u0130\u015fletmeler i\u00e7in Yapay Zekay\u0131 Harmanl\u0131yor - 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