TY - JOUR
T1 - Interactive scheduling for mobile multimedia service in M2M environment
AU - Paul, Anand
AU - Rho, Seungmin
AU - Bharnitharan, K.
PY - 2014/7
Y1 - 2014/7
N2 - Computational load of motion estimation in advanced video coding (AVC) standard is significantly high and its more true for HDTV sequences. In this paper, video processing algorithm is mapped onto a learning method to improve machine to machine (M2M) architecture, namely, the parallel reconfigurable computing (PRC) architecture, which consists of multiple units, First, we construct a directed acyclic graph (DAG) to represent the video coding algorithms comprising motion estimation. In the future trillions of devices are connected (M2M) together to provide services and that time power management would be a challenge. Computation aware scheme for different machine is reduced by dynamically scheduling usage of multi-core processing environment for video sequence depending up complexity of the video. And different video coding algorithm is selected depending upon the nature of the video. Simulation results show the effectiveness of the proposed method.
AB - Computational load of motion estimation in advanced video coding (AVC) standard is significantly high and its more true for HDTV sequences. In this paper, video processing algorithm is mapped onto a learning method to improve machine to machine (M2M) architecture, namely, the parallel reconfigurable computing (PRC) architecture, which consists of multiple units, First, we construct a directed acyclic graph (DAG) to represent the video coding algorithms comprising motion estimation. In the future trillions of devices are connected (M2M) together to provide services and that time power management would be a challenge. Computation aware scheme for different machine is reduced by dynamically scheduling usage of multi-core processing environment for video sequence depending up complexity of the video. And different video coding algorithm is selected depending upon the nature of the video. Simulation results show the effectiveness of the proposed method.
KW - Dynamic scheduling
KW - M2M
KW - Parallel processing
KW - Ubiquitous environment
KW - Video processing
UR - http://www.scopus.com/inward/record.url?scp=84903821278&partnerID=8YFLogxK
U2 - 10.1007/s11042-013-1490-0
DO - 10.1007/s11042-013-1490-0
M3 - Article
AN - SCOPUS:84903821278
SN - 1380-7501
VL - 71
SP - 235
EP - 246
JO - Multimedia Tools and Applications
JF - Multimedia Tools and Applications
IS - 1
ER -