{"article":{"annotation":{"article_id":"ai2-gpu-scheduler-reallocates-cluster-time-october-2026","available_at":"2026-10-15T19:00:51.209824Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"b6503a4b6ef1bc217d370b7013ba67bc6508f5b34bb5acd690f0318342c99b5c","input_sha256":"80735c7e2be862204b0dc836335907cc0c29cbd94a40d9eadf3d329c5aca26b3","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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Kurum, kümelerinde 88 ila 1.024 GPU bulunduğunu ve yaklaşık 150 araştırmacının kaynak için aynı anda mevcut kapasitenin iki ila üç katı talep oluşturduğunu belirtti.","Temmuz sonunda başlayan aşamalı devreye alımdan sonraki 30 günlük dönemde ekipler, talep ve tahsislerine göre hak ettikleri GPU saatlerinin yüzde 98’ini aldı; küme doluluğu değişiklik öncesi ve sonrası yüzde 98 düzeyinde kaldı. Ai2 ayrıca insan müdahalesi gerektiren onarımların yüzde 74 azaldığını, büyük H100 kümesinde medyan kuyruk beklemesinin beş dakikadan 24 saniyeye indiğini bildirdi. Kurum, etkileşimli oturumların kesintiye uğraması ve büyük işlerde kaynak parçalanması gibi sorunları izlemeyi sürdürüyor."],"sections":[]},"corrections":[],"country":"US","data":{"blocks":[{"description":{"ar":"القياسات المعلنة لنظام الميزانيات وتقاسم الموارد وتقسيم الوقت الجديد.","de":"Gemeldete Messwerte des neuen Systems aus Budgets, fairer Zuteilung und Zeitscheiben.","en":"Reported measurements from the new budgeting, fair-share and time-slicing system.","es":"Mediciones publicadas del nuevo sistema de presupuestos, reparto equitativo y división del tiempo.","fr":"Mesures publiées pour le nouveau système de budgets, de partage équitable et de découpage temporel.","pt":"Medições divulgadas do novo sistema de orçamentos, partilha justa e divisão de tempo.","tr":"Yeni bütçe, adil paylaşım ve zaman dilimleme düzeninin bildirilen ölçümleri."},"id":"scheduler-rollout-results","items":[{"basis":"observed","label":{"ar":"حصة ساعات GPU المستحقة التي تم تسليمها","de":"Anteil der bereitgestellten zustehenden GPU-Stunden","en":"Share of owed GPU hours delivered","es":"Proporción de horas de GPU adeudadas que se entregaron","fr":"Part des heures GPU dues effectivement fournies","pt":"Parcela das horas de GPU devidas que foi fornecida","tr":"Hak edilen GPU saatlerinin teslim oranı"},"measure":{"aggregation":"rate","frequency":"irregular","geography":"united-states","id":"ai2-gpu-hours-owed-delivered-share","periodRole":"announcement-date","unitCode":"percent"},"period":"2026-10-09","unit":"percent","value":98},{"basis":"observed","label":{"ar":"انخفاض الإصلاحات التي تتطلب تدخلاً بشرياً","de":"Rückgang der Reparaturen mit erforderlichem menschlichem Eingriff","en":"Reduction in repairs requiring human intervention","es":"Reducción de las reparaciones que requieren intervención humana","fr":"Baisse des réparations nécessitant une intervention humaine","pt":"Redução das reparações que exigem intervenção humana","tr":"İnsan müdahalesi gereken onarımlardaki azalma"},"measure":{"aggregation":"change","frequency":"irregular","geography":"united-states","id":"ai2-human-intervention-repair-reduction","periodRole":"announcement-date","unitCode":"percent"},"period":"2026-10-09","unit":"percent","value":74}],"methodology":{"ar":"أبلغت Ai2 عن حصة ساعات GPU المستحقة للفرق وفق الطلب والتخصيصات خلال فترة 30 يوماً بعد بدء النشر التدريجي على المجموعات في نهاية يوليو، وعن التغير في الإصلاحات التي تتطلب تدخلاً بشرياً.","de":"Ai2 meldete den Anteil der GPU-Stunden, die den Teams gemessen an Nachfrage und Zuteilung während eines 30-Tage-Zeitraums zustanden, nach einem Ende Juli begonnenen schrittweisen Rollout sowie die Veränderung bei Reparaturen mit erforderlichem menschlichem Eingriff.","en":"Ai2 reported the share of GPU hours teams were owed based on demand and allocations during a 30-day period after a cluster-by-cluster rollout that began at the end of July, plus the change in repairs requiring human intervention.","es":"Ai2 informó de la proporción de horas de GPU que correspondían a los equipos según su demanda y asignaciones durante un periodo de 30 días tras un despliegue gradual iniciado a finales de julio, además del cambio en las reparaciones que requieren intervención humana.","fr":"Ai2 a indiqué la part des heures GPU dues aux équipes selon leur demande et leurs allocations sur une période de 30 jours après un déploiement progressif commencé fin juillet, ainsi que l’évolution des réparations nécessitant une intervention humaine.","pt":"A Ai2 informou a parcela de horas de GPU devida às equipas conforme a procura e as alocações num período de 30 dias após uma implantação gradual iniciada no fim de julho, além da variação nas reparações que exigem intervenção humana.","tr":"Ai2, Temmuz sonunda başlayan küme bazlı devreye alımın ardından 30 günlük dönem için ekiplerin talep ve tahsislerine göre hak ettikleri GPU saatlerinin teslim oranını ve insan müdahalesi gerektiren onarım işlerinin değişimini bildirdi."},"sourceUrls":["https://huggingface.co/blog/allenai/impactful-scheduling"],"title":{"ar":"نتائج مجدول وحدات معالجة الرسوميات في Ai2","de":"Ergebnisse des GPU-Schedulers von Ai2","en":"Ai2 GPU scheduler results","es":"Resultados del planificador de GPU de Ai2","fr":"Résultats du planificateur de GPU d’Ai2","pt":"Resultados do escalonador de GPUs da Ai2","tr":"Ai2 GPU zamanlayıcısının sonuçları"},"type":"metrics","updatedAt":"2026-10-15T18:50:44+00:00"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026/data/scheduler-rollout-results?lang=tr&format=csv","json":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026/data/scheduler-rollout-results?lang=tr&format=json"},"id":"scheduler-rollout-results"}],"data_types":["metrics"],"editorial_illustration":{"alt":"Teknoloji, işlemci ve bağlantılı bilginin kavramsal 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Institute for AI (Ai2)","publishedAt":"2026-10-09","url":"https://huggingface.co/blog/allenai/impactful-scheduling"}],"summary":"Ai2, binlerce GPU’yu kapsayan yeni bütçe ve adil paylaşım düzeninde 30 günlük ölçüm boyunca ekiplerin hak ettiği GPU saatlerinin yüzde 98’ini sağladığını bildirdi.","text":"Ai2, binlerce GPU’yu kapsayan yeni bütçe ve adil paylaşım düzeninde 30 günlük ölçüm boyunca ekiplerin hak ettiği GPU saatlerinin yüzde 98’ini sağladığını bildirdi.\n\nABD merkezli Allen Institute for AI (Ai2), araştırma kümelerinde öncelik tabanlı düzenin yerine ekip ve projelere GPU zamanı bütçeleri veren, hiyerarşik adil paylaşım kullanan ve işleri belirli çalışma sürelerinden sonra yeniden kuyruğa alabilen bir zamanlayıcı getirdi. Kurum, kümelerinde 88 ila 1.024 GPU bulunduğunu ve yaklaşık 150 araştırmacının kaynak için aynı anda mevcut kapasitenin iki ila üç katı talep oluşturduğunu belirtti.\n\nTemmuz sonunda başlayan aşamalı devreye alımdan sonraki 30 günlük dönemde ekipler, talep ve tahsislerine göre hak ettikleri GPU saatlerinin yüzde 98’ini aldı; küme doluluğu değişiklik öncesi ve sonrası yüzde 98 düzeyinde kaldı. Ai2 ayrıca insan müdahalesi gerektiren onarımların yüzde 74 azaldığını, büyük H100 kümesinde medyan kuyruk beklemesinin beş dakikadan 24 saniyeye indiğini bildirdi. Kurum, etkileşimli oturumların kesintiye uğraması ve büyük işlerde kaynak parçalanması gibi sorunları izlemeyi sürdürüyor.","title":"Ai2, GPU kümelerinde kaynak paylaşımını değiştiren zamanlayıcıyı anlattı","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026?lang=en","language":"en","url":"https://newsverum.com/en/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026?lang=es","language":"es","url":"https://newsverum.com/es/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026?lang=de","language":"de","url":"https://newsverum.com/de/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/ai2-gpu-scheduler-reallocates-cluster-time-october-2026?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"}],"url":"https://newsverum.com/tr/news/ai2-gpu-scheduler-reallocates-cluster-time-october-2026"},"version":"1"}