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--- science:разработка_методов_прогнозирования_доступных_вычислительных_ресурсов_в_кластерных_системах [2013/08/30 20:36] – создано artamonov
+++ science:разработка_методов_прогнозирования_доступных_вычислительных_ресурсов_в_кластерных_системах [2017/01/10 19:00] (текущий) – внешнее изменение 127.0.0.1
@@ Строка 5: / Строка 5: @@
 ==== Постановка задачи ====
-TODO
+==== Актуальность ====
-==== Обзор существующих работ ====
+==== Методы решения ====
-TODO
+  * Модель EMMSP
+  * Нейросетевые модели
+  * Модели адаптивной селекции и композиции
-==== Актуальность ====
+==== Список литературы ====
-TODO
-==== Методы решения ====
-TODO
+  - How Effective are Neural Networks at Forecasting and Prediction? - Journal of Forecasting J. Forecast. 17, 481-495 (1998)
+  - Evaluation of a Workflow Scheduler Using Integrated Performance Modelling and Batch Queue Wait Time Prediction - SC '06 Proceedings of the 2006 ACM/IEEE conference on Supercomputing Article No. 119 (2006)
+  - Predicting Bounds on Queuing Delay for Batch-scheduled Parallel Machines - PPoPP '06 Proceedings of the eleventh ACM SIGPLAN symposium on Principles and practice of parallel programming (2006)
+  - QBETS: Queue Bounds Estimation from Time Series - Job Scheduling Strategies for Parallel Processing, 13th InternationalWorkshop, JSSPP 2007 Seattle,WA, USA, June 17, (2007)
+  - Probabilistic Advanced Reservations for Batch-scheduled Parallel Machines - PPoPP '08 Proceedings of the 13th ACM SIGPLAN Symposium on Principles and practice of parallel programming (2008)
+  - An Architecture for Resource Behavior Prediction to Improve Scheduling Systems Performance on Enterprise Desktop Grids, Advances in New Technologies, Interactive Interfaces and Communicability, Lecture Notes in Computer Science Volume 7547, 186-196 (2012)
+  -  Identifying Quick Starters: Towards an Integrated Framework for Efficient Predictions of Queue Waiting Times of Batch Parallel Jobs - Job Scheduling Strategies for Parallel Processing, 16th InternationalWorkshop, JSSPP 2012 Shanghai, China, May 25, (2012)
+  - Web-Scale Job Scheduling - Job Scheduling Strategies for Parallel Processing, 16th InternationalWorkshop, JSSPP 2012 Shanghai, China, May 25, (2012)
+  - Maximizing Utilization in Private IaaS Clouds with Heterogenous Load through Time Series Forecasting - International Journal on Advances in Systems and Measurements, vol 6 no 1 & 2 (2013)