The Experts below are selected from a list of 120 Experts worldwide ranked by ideXlab platform
Ethan L Miller - One of the best experts on this subject based on the ideXlab platform.
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single snapshot File System Analysis
Modeling Analysis and Simulation On Computer and Telecommunication Systems, 2013Co-Authors: Avani Wildani, Ian F Adams, Ethan L MillerAbstract:Metadata snapshots are a common method for gaining insight into File Systems due to their small size and relative ease of acquisition. Since they are static, most researchers have used them for relatively simple analyses such as File size distributions and age of Files. We hypothesize that it is possible to gain much richer insights into File System and user behavior by clustering features in metadata snapshots and comparing the entropy within clusters to the entropy within natural partitions such as directory hierarchies. We discuss several different methods for gaining deeper insights into metadata snapshots, and show a small proof of concept using data from Los Alamos National Laboratories. In our initial work, we see evidence that it is possible to identify user locality information, traditionally the purview of dynamic traces, using a single static snapshot.
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MASCOTS - Single-Snapshot File System Analysis
2013 IEEE 21st International Symposium on Modelling Analysis and Simulation of Computer and Telecommunication Systems, 2013Co-Authors: Avani Wildani, Ian F Adams, Ethan L MillerAbstract:Metadata snapshots are a common method for gaining insight into File Systems due to their small size and relative ease of acquisition. Since they are static, most researchers have used them for relatively simple analyses such as File size distributions and age of Files. We hypothesize that it is possible to gain much richer insights into File System and user behavior by clustering features in metadata snapshots and comparing the entropy within clusters to the entropy within natural partitions such as directory hierarchies. We discuss several different methods for gaining deeper insights into metadata snapshots, and show a small proof of concept using data from Los Alamos National Laboratories. In our initial work, we see evidence that it is possible to identify user locality information, traditionally the purview of dynamic traces, using a single static snapshot.
Vincent Urias - One of the best experts on this subject based on the ideXlab platform.
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a preliminary design for digital forensics Analysis of terabyte size data sets
ACM Symposium on Applied Computing, 2007Co-Authors: Lorie M. Liebrock, N. Marrero, D. P. Burton, R. Prine, E. Cornelius, M. Shakamuri, Vincent UriasAbstract:Digital forensics is computationally intensive and current Analysis Systems do not handle the multiple terabyte size data sets that are now becoming a major issue for Analysis. For these data sets, RAID File System Analysis, parallel computing, collaboration, and visualization will be essential. Here we outline the preliminary design for a parallel digital forensics framework that is being developed to handle multiple terabyte size data set Analysis.
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SAC - A preliminary design for digital forensics Analysis of terabyte size data sets
Proceedings of the 2007 ACM symposium on Applied computing - SAC '07, 2007Co-Authors: Lorie M. Liebrock, N. Marrero, D. P. Burton, R. Prine, E. Cornelius, M. Shakamuri, Vincent UriasAbstract:Digital forensics is computationally intensive and current Analysis Systems do not handle the multiple terabyte size data sets that are now becoming a major issue for Analysis. For these data sets, RAID File System Analysis, parallel computing, collaboration, and visualization will be essential. Here we outline the preliminary design for a parallel digital forensics framework that is being developed to handle multiple terabyte size data set Analysis.
Avani Wildani - One of the best experts on this subject based on the ideXlab platform.
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single snapshot File System Analysis
Modeling Analysis and Simulation On Computer and Telecommunication Systems, 2013Co-Authors: Avani Wildani, Ian F Adams, Ethan L MillerAbstract:Metadata snapshots are a common method for gaining insight into File Systems due to their small size and relative ease of acquisition. Since they are static, most researchers have used them for relatively simple analyses such as File size distributions and age of Files. We hypothesize that it is possible to gain much richer insights into File System and user behavior by clustering features in metadata snapshots and comparing the entropy within clusters to the entropy within natural partitions such as directory hierarchies. We discuss several different methods for gaining deeper insights into metadata snapshots, and show a small proof of concept using data from Los Alamos National Laboratories. In our initial work, we see evidence that it is possible to identify user locality information, traditionally the purview of dynamic traces, using a single static snapshot.
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MASCOTS - Single-Snapshot File System Analysis
2013 IEEE 21st International Symposium on Modelling Analysis and Simulation of Computer and Telecommunication Systems, 2013Co-Authors: Avani Wildani, Ian F Adams, Ethan L MillerAbstract:Metadata snapshots are a common method for gaining insight into File Systems due to their small size and relative ease of acquisition. Since they are static, most researchers have used them for relatively simple analyses such as File size distributions and age of Files. We hypothesize that it is possible to gain much richer insights into File System and user behavior by clustering features in metadata snapshots and comparing the entropy within clusters to the entropy within natural partitions such as directory hierarchies. We discuss several different methods for gaining deeper insights into metadata snapshots, and show a small proof of concept using data from Los Alamos National Laboratories. In our initial work, we see evidence that it is possible to identify user locality information, traditionally the purview of dynamic traces, using a single static snapshot.
Lorie M. Liebrock - One of the best experts on this subject based on the ideXlab platform.
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a preliminary design for digital forensics Analysis of terabyte size data sets
ACM Symposium on Applied Computing, 2007Co-Authors: Lorie M. Liebrock, N. Marrero, D. P. Burton, R. Prine, E. Cornelius, M. Shakamuri, Vincent UriasAbstract:Digital forensics is computationally intensive and current Analysis Systems do not handle the multiple terabyte size data sets that are now becoming a major issue for Analysis. For these data sets, RAID File System Analysis, parallel computing, collaboration, and visualization will be essential. Here we outline the preliminary design for a parallel digital forensics framework that is being developed to handle multiple terabyte size data set Analysis.
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SAC - A preliminary design for digital forensics Analysis of terabyte size data sets
Proceedings of the 2007 ACM symposium on Applied computing - SAC '07, 2007Co-Authors: Lorie M. Liebrock, N. Marrero, D. P. Burton, R. Prine, E. Cornelius, M. Shakamuri, Vincent UriasAbstract:Digital forensics is computationally intensive and current Analysis Systems do not handle the multiple terabyte size data sets that are now becoming a major issue for Analysis. For these data sets, RAID File System Analysis, parallel computing, collaboration, and visualization will be essential. Here we outline the preliminary design for a parallel digital forensics framework that is being developed to handle multiple terabyte size data set Analysis.
Ian F Adams - One of the best experts on this subject based on the ideXlab platform.
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single snapshot File System Analysis
Modeling Analysis and Simulation On Computer and Telecommunication Systems, 2013Co-Authors: Avani Wildani, Ian F Adams, Ethan L MillerAbstract:Metadata snapshots are a common method for gaining insight into File Systems due to their small size and relative ease of acquisition. Since they are static, most researchers have used them for relatively simple analyses such as File size distributions and age of Files. We hypothesize that it is possible to gain much richer insights into File System and user behavior by clustering features in metadata snapshots and comparing the entropy within clusters to the entropy within natural partitions such as directory hierarchies. We discuss several different methods for gaining deeper insights into metadata snapshots, and show a small proof of concept using data from Los Alamos National Laboratories. In our initial work, we see evidence that it is possible to identify user locality information, traditionally the purview of dynamic traces, using a single static snapshot.
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MASCOTS - Single-Snapshot File System Analysis
2013 IEEE 21st International Symposium on Modelling Analysis and Simulation of Computer and Telecommunication Systems, 2013Co-Authors: Avani Wildani, Ian F Adams, Ethan L MillerAbstract:Metadata snapshots are a common method for gaining insight into File Systems due to their small size and relative ease of acquisition. Since they are static, most researchers have used them for relatively simple analyses such as File size distributions and age of Files. We hypothesize that it is possible to gain much richer insights into File System and user behavior by clustering features in metadata snapshots and comparing the entropy within clusters to the entropy within natural partitions such as directory hierarchies. We discuss several different methods for gaining deeper insights into metadata snapshots, and show a small proof of concept using data from Los Alamos National Laboratories. In our initial work, we see evidence that it is possible to identify user locality information, traditionally the purview of dynamic traces, using a single static snapshot.