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However, this task is especially challenging for diverse and decentralized research and laboratory organizations.
This paper presents the design and implementation of a decentralized research prototype intrusion detection system (IDS) named coordinated attacks response and detection system (CARDS), which aims at detecting distributed attacks that cannot be detected using data collected at any single place.
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But also in more advanced decentralized systems, research on the effects or potential of devolution on human resources for health at the local level is limited.
The field of research of decentralized organized social networks is very suitable for this comparison since decentralized cloud systems are already widely spread in this field and the topic data security is of high significance.
This challenge was seized upon as an opportunity by INSP, which went on to develop collaborations with academic and health service institutions in selected states to decentralize health systems research.
However, in that project, work was decentralized among a number of research sites, rather than concentrated in a single large facility.
In this research, centralized and decentralized model predictive control strategies are applied to control inventory positions and to reduce the bullwhip effect in a benchmark four-echelon supply chain.
The issue is an illustration of the challenges facing smaller, decentralized units to produce solid research results.
Dissemination and aggregation properties of markets might be valuable because knowledge in scientific research is often highly decentralized.
However, such automated equipment is mostly not suitable for use in small diagnostic and research laboratories and for decentralized point-of-care testing, as they require highly qualified personnel, are often not portable and/or are too expensive.
This result strongly encourages further research in applications of such decentralized methods to spectrum sharing in cognitive radio systems.
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