Analysis of secured distributed cloud data storage based on multilevel RNS
Cloud data storages are functioning in the presence of the risks of confidentiality, integrity, and availability related with the loss of information, denial of access for a long time, information leakage, conspiracy and technical failures. In this paper, we provide analysis of reliable, scalable, and confidential distributed data storage based on Multilevel Residue Number System (RNS) and Mignotte secret sharing scheme. We use real cloud providers and estimate characteristics such as the data redundancy, speed of data encoding, and decoding to cope with different user preferences. The analysis shows that the proposed storage scheme increases safety and reliability of traditional approaches and reduces data storage overheads by appropriate selection of RNS parameters.
The article shows the importance of philosophy Ricker for theoretical sociology. Perspectives of sociology associated with a combination of theories and theories of action events. Action theory developed in sociology and theory of events is not. Ricoeur philosophy - one of the possible intellectual resources in order to change this situation.
Uncertainty is a concept associated with data acquisition and analysis, usually appearing in the form of noise or measure error, often due to some technological constraint. In supervised learning, uncertainty affects classification accuracy and yields low quality solutions. For this reason, it is essential to develop machine learning algorithms able to handle efficiently data with imprecision. In this paper we study this problem from a robust optimization perspective. We consider a supervised learning algorithm based on generalized eigenvalues and we provide a robust counterpart formulation and solution in case of ellipsoidal uncertainty sets. We demonstrate the performance of the proposed robust scheme on artificial and benchmark datasets from University of California Irvine (UCI) machine learning repository and we compare results against a robust implementation of Support Vector Machines.
The proceedings of the 11th International Conference on Service-Oriented Computing (ICSOC 2013), held in Berlin, Germany, December 2–5, 2013, contain high-quality research papers that represent the latest results, ideas, and positions in the field of service-oriented computing. Since the first meeting more than ten years ago, ICSOC has grown to become the premier international forum for academics, industry researchers, and practitioners to share, report, and discuss their ground-breaking work. ICSOC 2013 continued along this tradition, in particular focusing on emerging trends at the intersection between service-oriented, cloud computing, and big data.
Meaningful life is emotionally marked off. That’s the general point that Johansen (IPBS: Integrative Psychological & Behavioral Science 44, 2010) makes which is of great importance. Fictional abstractions use to make the point even more salient. As an example I’ve examined Borges’ famous fiction story. Along with the examples of Johansen it provides an informative case of exploring symbolic mechanisms which bind meaning with emotions. This particular mode of analysis draws forth poetry and literature in general to be treated as a “meaningful life laboratory”. Ways of explanation of emotional effect the art exercises on people, which had been disclosed within this laboratory, however, constitute a significant distinction in terms that I have designated as “referential” and “substantive”. The former appeals to something that has already been charged with emotional power, whereas the latter comes to effect by means of special symbolic mechanisms creating the emotional experience within the situation. Johansen, who tends to explain emotions exerted by the art without leaving the semiotic perspective, is drawn towards the “referential” type of explanation. Based upon discussions in theory of metaphor and Robert Witkin’s sociological theory of arts it is demonstrated an insufficient of “referential” explanation. To overcome a monopoly of “referential” explanation of emotional engagement, in particular, in literature, means to break away from the way of reasoning, stating endless references to “something else”, presupposing the existence of something already significant and therefore sharing its effects.