Traffic prediction is an important technique for network link capacity planning. Supervised Variational Auto-Encoder (SVAE), a deep learning technique, suitable approach the The problem with SVAE that mean absolute value error (MAPE) decreases when correlation between feature vector and traffic probability distribution function (PDF) low. In this paper, we propose to increase by analytically ob...

Security issues have resulted in severe damage to the cloud computing environment, adversely affecting healthy and sustainable development of computing. Intrusion detection is one technologies for protecting environment from malicious attacks. However, network traffic characterized by large scale, high dimensionality, redundancy, these characteristics pose serious challenges intrusion systems. ...

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the economy&apos;s dependence on oil revenues and derivatives of these products make the country&apos;s economy heavily influenced by the volatility and instability of the pricing of these products. therefore, it seems necessary to develop non-oil exports. this paper examines the causality relation and the effect of foreign direct investment, economic openness and real exchange rate on non-oil ...

background: interleukin-27 is a heterodimeric cytokine belonging to il-12 and il-23 families, secreted  by antigen presenting cells( apcs ) .the il-27 is composed of 2 subunits: epstein-barr virus induced gene 3 (ebi3) and p28. il-27 is an anti-inflammatory cytokine which has an inhibitory effect on th17 population and suppress the il-17 expression. it is suggested that il-27 could be a potent ...