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The volume of XML data is tremendous in many areas, especially in data logging and scientific areas. XPath query is the core operation of XML process. It is a challenge to query massive XML data stored in a distributed manner. In this paper, we present an efficient distributed XPath query processing using MapReduce, which simultaneously processes queries for a massive volume of XML data. We first...
Solving large-scale systems of linear equations (L-SLE) is a common scientific and engineering computational task. But such problem involves enormous computing resources, which is burdensome for the resource-limited clients. Cloud computing enables computational resource-limited clients to economically outsource such problems to the cloud server. However, outsourcing LSLE to the cloud brings great...
The real-time requirements of hardwired HEVC encoder demand that, at the grain of coding tree unit (CTU), the maximum computation should be reduced by a fast CU mode decision algorithm. In addition, to realize the parallel rate-distortion optimization (RDO) of different CU modes, the current CU mode decision should not use the auxiliary information from other CU modes. Considering the above constraints,...
HEVC doubles the coding efficiency with more than 4x coding complexity as compared to H.264/AVC. To alleviate the burden of Intra encoder, we estimate the RD-cost from the source image textures, and dynamically select two promising CU/PU mode candidates to execute exhaustive RDO processing. As integrated in our hardwired encoder, the averaged 61.7% computation complexity was saved with 4.53% rate...
Wireless mesh network (WMN) is deemed as a promising technology to provide last few miles connectivity. Multi-radio multi-channel mesh nodes are often used to increase the chance of concurrent transmission. Although IEEE 802.11b/g standards define 11 available channels, the maximum number of non-overlapping channels is only three. Most existing channel assignment schemes are based on these non-overlapping...
Multi-pattern matching algorithm and architecture is critical for packet inspection based network security applications, especially for high speed network or large pattern sets. This paper presents a method to optimize the potential memory usage of DFA based algorithms for multi-pattern expression matching by the combining DFA's paths, named isomorphic path combina-tion (IMPC). To achieve IMPC, a...
Fidelity range extensions of H.264/AVC adopt variable block size (VBS) transform techniques to employ 8 × 8/4 × 4 Hadamard transforms adaptively during the fractional motion estimation. In this literature, the hardwired VBS Hadamard transform accelerator is developed with the following contributions: 1) developed a hardware reusing scheme between 8 × 8 and 4 × 4 transforms within the architecture...
Variable block size (VBS) transform technique is adopted in Fidelity Range Extensions (FRExt) of H.264/AVC, in which 8 ?? 8/4 ?? 4 Hadamard transforms are adaptively employed during the fractional motion estimation. The hardwired VBS Hadamard transform unit is developed by authors and the following contributions are described in this literature: (1) Hardware reusing scheme is adopted in the architecture...
Pattern matching and regular expression matching are all the critical components for content inspection based applications. But current regular expression matching algorithms or architecture cannot provide a perfect solution for whole matching problem. In some real network security applications, exact strings are the biggest part of rule set, and the second part is simple regular expressions (dot-star...
Pattern matching is one of the most important components for the content inspection based applications of network security, and it requires well designed algorithms and architectures to keep up with the increasing network speed. For most of the solutions, AC and its derivative algorithms are widely used. They are based on the DFA model but utilize large amount of memory because of so many transition...
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