Titlebook: Cloud Computing – CLOUD 2019; 12th International C Dilma Da Silva,Qingyang Wang,Liang-Jie Zhang Conference proceedings 2019 Springer Nature

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Dynamic Network Anomaly Detection System by Using Deep Learning Techniques,nown variants. In order to maintain the security of network, we design and implement a dynamic network anomaly detection system using deep learning methods. We use Long Short Term Memory (LSTM) to build a deep neural network model and add an Attention Mechanism (AM) to enhance the performance of the

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Towards Automated Configuration of Cloud Storage Gateways: A Data Driven Approach,s clients the impression of a locally configured large size block-based storage device, which needs to be mapped to remote cloud storage which is invariably object based. Proper configuration of the cloud storage gateway is extremely challenging because of numerous parameters involved and interactio

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The Case for Physical Memory Pools: A Vision Paper,tems, however, due to static memory limitations. Developments in OS design, distributed memory systems, and address translation have been crucial in aiding the progress of the cloud. In this paper, we discuss recent developments in virtualization, OS design and distributed memory structures with reg

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A Parallel Algorithm for Bayesian Text Classification Based on Noise Elimination and Dimension ReduWith the high-speed development of the Internet and information systems, huge amount of data are being produced all the time. Some problems are certain to arise when the traditional Bayesian classification algorithm addresses massive amount of data, especially without the parallel computing framewor

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Class Indistinguishability for Outsourcing Equality Conjunction Search,lieves the resource limited client from complicated data management tasks. Two key requirements are a strong security guarantee and a sub-linear search performance. The bucketization approach in the literature addresses these requirements at the expense of downloading many false positives or requiri

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A Hybrid Approach for Synchronizing Clocks in Distributed Systems,acy synchronization; even for local or small computing systems. Before implementing any clock synchronization protocol, some important aspects must be considered. For example, communication latency- is it fixed or variable? Does there exist any reference clock in the system or not? In this paper, we

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Teleportation of VM Disk Images Over WAN,ich we call .. Teleportation assembles disk images directly at the destination from the pieces of other, unrelated disk images already present there. Since the data found at the destination doesn’t have to be sent over, our prototype has achieved 3.4x increase in network throughput (comparing to compression).