A reinforcement learning based resource management approach for time-critical workloads in distributed computing environment

Z Liu, H Zhang, B Rao, L Wang - … on Big Data (Big Data), 2018 - ieeexplore.ieee.org
… Therefore, we present an innovative reinforcement learning (RL) based resource management
… RL based resource management approaches for hybrid workloads in distributed big data

[HTML][HTML] The effect of big data analytics capability on competitive performance: the mediating role of resource optimization and resource bricolage

B Huang, J Song, Y Xie, Y Li, F He - Frontiers in Psychology, 2022 - frontiersin.org
… of resource integration (resource optimization and resource bricolage) in the relationship
between two forms of BDAC [big data analytics (BDA) managementresources management. …

Physical education resource information management system based on big data artificial intelligence

G Liu - Mobile information systems, 2022 - Wiley Online Library
resource information big data platform is the key to the integration and sharing of sports
resources. … distinct levels: teaching resource management, teaching operation management, and …

Fine-grained dynamic resource allocation for big-data applications

L Baresi, A Leva, G Quattrocchi - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… used resource manager of Spark [22], but it could also be easily integrated in external
resource managers, like Mesos and YARN. The goal is to allow for (i) redistributing resources to …

[PDF][PDF] Impacts of big data analytics on organizations: a resource fit perspective

M Ghasemaghaei, K Hassanein, O Turel - 2015 - scholar.archive.org
… of fit between different organizational resources associated with big data use needs to be …
the use of big data analytics. This research-inprogress study draws on the theory of resource-…

The application of genetic algorithm and data analytics for total resource management at the firm level.

S Jomthanachai, W Rattanamanee… - Resources …, 2020 - Elsevier
… Total Resource Management (TRM) in industry 3.5 relates to the evaluation and … The
rubberwood processing industry operates using massive production data. Such big data emerge …

[图书][B] Resource management for Internet of Things

FC Delicato, PF Pires, T Batista - 2017 - Springer
… a management problem that needs to be wisely tackled. This book focuses on the resource
management … The core issue of this problem is how to allocate the resources available in the …

Data quality management, data usage experience and acquisition intention of big data analytics

O Kwon, N Lee, B Shin - International journal of information management, 2014 - Elsevier
… analytics is an innovative IT capability and a strategic resource that can render competitive
data quality management and its impact on data usage and adoption intention of big data

Implementation of combined machine learning with the big data model in IoMT systems for the prediction of network resource consumption and improving the data …

M Sugadev, SJ Rayen, J Harirajkumar… - Computational …, 2022 - Wiley Online Library
big data model for IoMT systems that oversees optimal network resource management and
optimises health data … SDN architecture lowers network management costs and lowers the …

Big data analysis adaptation and enterprises' competitive advantages: the perspective of dynamic capability and resource-based theories

S Shan, Y Luo, Y Zhou, Y Wei - … Analysis & Strategic Management, 2019 - Taylor & Francis
… remain consistent with resources and capabilities; they are subjective views of the respondents,
not summarised from the objective data after the implementation of big data. Regarding …