The LRU-K page replacement algorithm for database disk buffering
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
A study of integrated prefetching and caching strategies
Proceedings of the 1995 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Using predictive prefetching to improve World Wide Web latency
ACM SIGCOMM Computer Communication Review
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Summary cache: a scalable wide-area Web cache sharing protocol
Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication
Not all hits are created equal: cooperative proxy caching over a wide-area network
Computer Networks and ISDN Systems - Selected papers of the 3rd international caching workshop
On the scale and performance of cooperative Web proxy caching
Proceedings of the seventeenth ACM symposium on Operating systems principles
Video staging: a proxy-server-based approach to end-to-end video delivery over wide-area networks
IEEE/ACM Transactions on Networking (TON)
Reduce, Reuse, Recycle: An Approach to Building Large Internet Caches
HOTOS '97 Proceedings of the 6th Workshop on Hot Topics in Operating Systems (HotOS-VI)
Measurement and analysis of a streaming-media workload
USITS'01 Proceedings of the 3rd conference on USENIX Symposium on Internet Technologies and Systems - Volume 3
A hierarchical internet object cache
ATEC '96 Proceedings of the 1996 annual conference on USENIX Annual Technical Conference
Adaptive and lazy segmentation based proxy caching for streaming media delivery
NOSSDAV '03 Proceedings of the 13th international workshop on Network and operating systems support for digital audio and video
Replication algorithms to retrieve scalable streaming media over Content Delivery Networks
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Video-streaming for fast moving users in 3G mobile networks
Proceedings of the 4th ACM international workshop on Data engineering for wireless and mobile access
Virtual video caching: a scalable and generic technique for improved quality of video service
Journal of High Speed Networks
Sliding-window caching algorithm for streaming media server
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
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With the advance of high-speed network technologies, the availability and popularity of streaming media content over the Internet has grown rapidly in recent years. The delivery and caching of streaming media must be handled in a different fashion than that of traditional non-streaming objects such as HTML or image files, because of its distinct characteristics and user viewing patterns. We propose a novel scheme that provides users with the video summary (a number of key-frame images) before they download the file, and options for them to select the starting playback position. We introduce the content analysis service to achieve these functionalities. The video content analysis performs shot boundary detection, key-frame selection, and face detection and tracking. The results of the processing are a segmented video sequence and an XML-based meta-data describing the video content. We also design a caching system that utilizes our video abstraction and summarization technique. Our integrated video delivery and caching system combines content-aware segmentation, prefix caching, prefetching, and cooperative caching. We describe how our scheme can be applied in three proposed caching architectures.