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Optimal Index Rules for Single Resource Allocation to Stochastic Dynamic Competitors [PDF]

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools, 2012
In this paper we present a generic Markov decision process model of optimal single resource allocation to a collection of stochastic dynamic competitors. The main goal is to identify sufficient conditions under which this problem is optimally solved by an index rule.
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Optimization Algorithm of Communication Resource Allocation in a Complex Network Based on an Improved Neural Network

Journal of Function Spaces, 2022
The traditional optimization algorithm of communication resource allocation in a complex network has the disadvantage of weak antijamming ability, and the communication quality decreases obviously when the number of users is large. In China’s large urban
Haomiao Zhang, Qing Liu
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Optimal Allocation of Enterprise Resources Based on the Intelligent Algorithm from the Perspective of Multidimensional Dynamic Innovation

Computational Intelligence and Neuroscience, 2022
Faced with the upsurge of digital technology, many small and medium-sized startups are aware of the opportunities and challenges it brings and are actively responding to digital transformation.
Wei Song, Ziteng Lin
semanticscholar   +1 more source

Dynamic Factor Allocation Leveraging Regime-Switching Signals [PDF]

Journal of Portfolio Management
This article explores dynamic factor allocation by analyzing the cyclical performance of factors through regime analysis. The authors focus on a US equity investment universe comprising seven long-only indices representing the market and six style ...
Yizhan Shu, John M. Mulvey
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The Construction and Empirical Research on the Dynamic Evaluation Model of University Science and Technology Output

IEEE Access, 2021
We established a model based on the “Malmquist index” to evaluate the dynamic performance of scientific and technological innovation in seven Chinese universities, which included five categories: changes in pure technical efficiency ...
Yufang Sun, Xue Yuan, Qianming Chen
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The Gittins index is optimal for dynamic allocation with conditionally independent filtrations

, 2023
40 pages, no ...
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Research on the Revolution of Multidimensional Learning Space in the Big Data Environment

Complexity, 2021
Multiuser fair sharing of clusters is a classic problem in cluster construction. However, the cluster computing system for hybrid big data applications has the characteristics of heterogeneous requirements, which makes more and more cluster resource ...
Weihua Huang
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Spatiotemporal evolution and influencing factors of the allocation of social care resources for the older adults in China

International Journal for Equity in Health, 2023
Background The reasonable allocation of social care resources for the older adults is a key measure to actively respond to population aging. This study aims to evaluate the evolutionary trend, spatial differences and influencing factors of the social ...
Rong Peng, Jianhang Huang, Xueqin Deng
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DSGTA: A Dynamic and Stochastic Game-Theoretic Allocation Model for Scalable and Efficient Resource Management in Multi-Tenant Cloud Environments

Future Internet
Efficient resource allocation is a central challenge in multi-tenant cloud, fog, and edge environments, where heterogeneous tenants compete for shared resources under dynamic and uncertain workloads.
Said El Kafhali, Oumaima Ghandour
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Wii: Dynamic Budget Reallocation In Index Tuning [PDF]

Proc. ACM Manag. Data
Index tuning aims to find the optimal index configuration for an input workload. It is often a time-consuming and resource-intensive process, largely attributed to the huge amount of "what-if" calls made to the query optimizer during configuration ...
Xiaoying Wang, Wentao Wu, Chi Wang, Vivek R. Narasayya, Surajit Chaudhuri   +4 more
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