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Bitmap indexing is a promising approach for indexing. However the huge space consumption hinders the wide adoption of bitmap indexing, especially in memory-critical area such as packet classification. To this end, a variety of compression scheme are proposed to reduce the space consumption and simultaneously maintain the fast calculation which is a focused feature of bitmap indexing. In this paper,...
Archiving of the Internet traffic is essential for analyzing network events in the field of network security and network forensics. The bitmap index is widely used to achieve fast searching in archival traffic data requiring a large storage space. As current state-of-art, WAH, PLWAH and COMPAX are proposed for compressing bitmap indexes. In this paper, a new bitmap index compression scheme, named...
Efficient retrieval of traffic archival data is a must-have technique to detect network attacks, such as APT(advanced persistent threat) attack. In order to take insight from Internet traffic, the bitmap index is increasingly used for efficiently querying over large datasets. However, a raw bitmap index leads to high space consumption and overhead on loading indexes. Various bitmap index compression...
Traffic archival, an indispensable task for network analysis, has suffered from a huge amount of data. These rapid growing data can exceed storage capacity and thwart real-time analysis. In order to take insight from Internet traffic, bitmap indexing is applied in this field. However, raw bitmap indexes can consume more space and longer delay for loading larger indexes into memory. This leads to the...
The fast retrieval in archival traffic data is essential for network security and forensic analysis. A bitmap index is a data structure enabling fast search over large data collections in a limited time, but the space consumption is always a problem. WAH, PLWAH and COMPAX are proposed for compressing bitmap indexes for less storage. In this paper, a new bitmap index encoding scheme, named MASC, is...
Archiving of Internet traffic is essential for analyzing network events in the field of network security. Currently, bitmap indexing is used to accelerate the indexing and search queries for archival traffic data. However, the generation of bitmap index needs large storage space, which makes bitmap index compression is a must-have function. In this paper, we propose a new bitmap index encoding algorithm...
The CCNx reference implementation uses XML and ccnb to describe and encode the Interest and Data packet, but currently most security communication uses CMS based on ASN.1 and BER to characterize the protocol packet. Therefore, in order to be compatible with these existing crypto technology and products, we propose to reformat the Interest and Data packet with CMS. In addition, BER encoding causes...
The double-tree scan-path architecture, originally proposed for low test power, is adapted to simultaneously reduce the test application time and test data volume under external testing. Experimental results show significant performance improvements over other existing scan architectures.
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