随着高清视频和实时流媒体业务的快速增长,智能数据中心面临传输稳定性与服务质量(Quality of Service,QoS)保障的双重挑战。基于此,研究软件定义广域网络(Software Defined Wide Area Network,SD-WAN)在视频流传输中的路径调度优化、Qo...随着高清视频和实时流媒体业务的快速增长,智能数据中心面临传输稳定性与服务质量(Quality of Service,QoS)保障的双重挑战。基于此,研究软件定义广域网络(Software Defined Wide Area Network,SD-WAN)在视频流传输中的路径调度优化、QoS保障机制与安全策略设计,分析其在高清视频分发、视频会议保障、边缘协同处理与远程监控管理中的应用效果,探讨SD-WAN在构建高效、安全、智能的视频网络传输体系中的技术路径。展开更多
Video surveillance applications need video data center to provide elastic virtual machine （VM） provisioning. However, the workloads of the VMs are hardly to be predicted for online video surveillance service. The un...Video surveillance applications need video data center to provide elastic virtual machine （VM） provisioning. However, the workloads of the VMs are hardly to be predicted for online video surveillance service. The unknown arrival workloads easily lead to workload skew among VMs. In this paper, we study how to balance the workload skew on online video surveillance system. First, we design the system framework for online surveillance service which con- sists of video capturing and analysis tasks. Second, we propose StreamTune, an online resource scheduling approach for workload balancing, to deal with irregular video analysis workload with the minimum number of VMs. We aim at timely balancing the workload skew on video analyzers without depending on any workload prediction method. Furthermore, we evaluate the performance of the proposed approach using a traffic surveillance application. The experimental results show that our approach is well adaptive to the variation of workload and achieves workload balance with less VMs.展开更多
在对等网上利用多路径分发视频是一种重要的机制,虽然在一对节点之间找出符合条件的多条路径并不困难,但发送端如何从可用路径集中选出一个最优路径子集,并为其最优地分配发送速率和数据仍是一个难题。为此提出一种基于多路径的最优数...在对等网上利用多路径分发视频是一种重要的机制,虽然在一对节点之间找出符合条件的多条路径并不困难,但发送端如何从可用路径集中选出一个最优路径子集,并为其最优地分配发送速率和数据仍是一个难题。为此提出一种基于多路径的最优数据分配算法(Optimal data allocation algorithm based on multiple path,ODAABMP)。首先应用数学规划理论建立最优数据分配模型,然后基于模型给出ODAABMP,并对ODAABMP输出解的最优性给出证明,最后通过实验验证了算法的有效性。展开更多
文摘随着高清视频和实时流媒体业务的快速增长,智能数据中心面临传输稳定性与服务质量(Quality of Service,QoS)保障的双重挑战。基于此,研究软件定义广域网络(Software Defined Wide Area Network,SD-WAN)在视频流传输中的路径调度优化、QoS保障机制与安全策略设计,分析其在高清视频分发、视频会议保障、边缘协同处理与远程监控管理中的应用效果,探讨SD-WAN在构建高效、安全、智能的视频网络传输体系中的技术路径。
文摘Video surveillance applications need video data center to provide elastic virtual machine （VM） provisioning. However, the workloads of the VMs are hardly to be predicted for online video surveillance service. The unknown arrival workloads easily lead to workload skew among VMs. In this paper, we study how to balance the workload skew on online video surveillance system. First, we design the system framework for online surveillance service which con- sists of video capturing and analysis tasks. Second, we propose StreamTune, an online resource scheduling approach for workload balancing, to deal with irregular video analysis workload with the minimum number of VMs. We aim at timely balancing the workload skew on video analyzers without depending on any workload prediction method. Furthermore, we evaluate the performance of the proposed approach using a traffic surveillance application. The experimental results show that our approach is well adaptive to the variation of workload and achieves workload balance with less VMs.
文摘在对等网上利用多路径分发视频是一种重要的机制,虽然在一对节点之间找出符合条件的多条路径并不困难,但发送端如何从可用路径集中选出一个最优路径子集,并为其最优地分配发送速率和数据仍是一个难题。为此提出一种基于多路径的最优数据分配算法(Optimal data allocation algorithm based on multiple path,ODAABMP)。首先应用数学规划理论建立最优数据分配模型,然后基于模型给出ODAABMP,并对ODAABMP输出解的最优性给出证明,最后通过实验验证了算法的有效性。
