Advances in Security and Privacy of Multimedia Big Data in Mobile and Cloud Computing

Abstract

In recent years, the use of mobile and cloud Computing is rapidly growing. In other word, mobile and cloud Computing play an important role in everybody's life today. It carries rich computational resources to mobile users, network operators, as well as cloud computing providers. Moreover, the explosion of multimedia big data (image, video, 3D, etc.) in mobile and cloud computing have created unprecedented opportunities and fundamental security and privacy challenges as they are not just big in volume, but also unstructured and multi-modal. Therefore, the papers of this special issue address variety of security and privacy issues of multimedia big data in mobile and cloud computing and security of other aspects of mobile and cloud networks and also emphasizes many open questions. We anticipate that papers of this special issue will open new entrance for further research and technology improvements in this important area.

Complex industrial automation data stream mining algorithm based on random Internet of robotic things

“…The establishment of the 2.5D vision system model is similar to that of 2D, with only one additional Z-axis height monitoring. However, the acquisition of such information is difficult in visual calculations [17][18][19]. In some applications, in order to solve this problem, it is usually only a simple addition of the distance sensor, which only measures the deviation of the Z axis.…”

An optimal bandwidth allocation algorithm for improving QoS in WiMAX

“…As there is no provision in the current frame, therefore this request is not scheduled in UL-MAP of frame 2. In the duration [2,3], B request 12 units of bandwidth. Since SR B > SR, therefore the algorithm allocates it as an unconf irmed allocation in the frame f + d B i.e.…”

“…The unused 5 units of bandwidth in frame 3 are used to schedule 5 units of bandwidth from the next frame. For the duration [3,4], there is no bandwidth request. There is a conf irmed allocation of 5 units and 2 unconf irmedallocation of 17 units.…”

“…During propagation through the wireless medium radio waves encounter multiple impairments such as multi-path propagation, interference, and attenuation. Both QoS and network security are active areas of research [3][4][5][6][7], however in this paper our focus will remain on QoS alone.…”

Advances in applying soft computing techniques for big data and cloud computing

“…security concerns (i.e., secure data storage, secure computation, network security, data privacy, usage privacy, location privacy; Gupta et al 2016Gupta et al , 2017aGupta et al , 2018Jain and Gupta 2016).…”