science:разработка_методов_прогнозирования_доступных_вычислительных_ресурсов_в_кластерных_системах
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| science:разработка_методов_прогнозирования_доступных_вычислительных_ресурсов_в_кластерных_системах [2014/03/03 15:58] – [Список литературы] artamonov | science:разработка_методов_прогнозирования_доступных_вычислительных_ресурсов_в_кластерных_системах [2017/01/10 19:00] (текущий) – внешнее изменение 127.0.0.1 | ||
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| ==== Постановка задачи ==== | ==== Постановка задачи ==== | ||
| - | |||
| - | ==== Обзор существующих работ ==== | ||
| ==== Актуальность ==== | ==== Актуальность ==== | ||
| ==== Методы решения ==== | ==== Методы решения ==== | ||
| + | |||
| + | * Модель EMMSP | ||
| + | * Нейросетевые модели | ||
| + | * Модели адаптивной селекции и композиции | ||
| ==== Список литературы ==== | ==== Список литературы ==== | ||
| Строка 15: | Строка 17: | ||
| - How Effective are Neural Networks at Forecasting and Prediction? - Journal of Forecasting J. Forecast. 17, 481-495 (1998) | - 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) | - 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, | - QBETS: Queue Bounds Estimation from Time Series - Job Scheduling Strategies for Parallel Processing, 13th InternationalWorkshop, | ||
| + | - 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, | - An Architecture for Resource Behavior Prediction to Improve Scheduling Systems Performance on Enterprise Desktop Grids, Advances in New Technologies, | ||
| - 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, | - 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, | ||
| + | - Web-Scale Job Scheduling - Job Scheduling Strategies for Parallel Processing, 16th InternationalWorkshop, | ||
| - Maximizing Utilization in Private IaaS Clouds with Heterogenous Load through Time Series Forecasting - International Journal on Advances in Systems and Measurements, | - Maximizing Utilization in Private IaaS Clouds with Heterogenous Load through Time Series Forecasting - International Journal on Advances in Systems and Measurements, | ||
science/разработка_методов_прогнозирования_доступных_вычислительных_ресурсов_в_кластерных_системах.1393862323.txt.gz · Последнее изменение: 2014/03/03 15:58 (внешнее изменение)