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Comprehensive Log Compression with Frequent Patterns
In this paper we present a comprehensive log compression. (CLC) method that uses frequent patterns and their condensed repre- sentations to identify repetitive  ...
Liris-649.pdf

Comprehensive Log Compression with Frequent Patterns - Springer
In this paper we present a comprehensive log compression (CLC) method that uses frequent patterns and their condensed representations to identify repetitive  ...
cctn14f1f5gfjxu9.pdf

Extraction of Frequent Patterns from Web Logs - Semantic Scholar
Frequent patterns are values or events type combinations that often occur together ..... [7] Kimmo Hatonen et. al.,“Comprehensive log compression with frequent ...
bd0c0d36333327843c36e6b044c8f16c2fbe.pdf

An Evaluation of Log File and Compression Mechanism - IJARCCE
paper describes an optimal framework for log-file compression. Keywords— Log file .... The Comprehensive Log Compression (CLC) method provides a powerful ... The CLC method identifies frequent repetitive patterns from a log database ...
An Evaluation of Log File and Compression Mechanism.pdf

Frequent Pattern Mining - Charu Aggarwal
This book provides comprehensive surveys in the field of frequent pattern ... terns , negative patterns, constrained pattern mining, or compressed patterns are.
freqbook.pdf

MACFP: Maximal Approximate Consecutive Frequent Pattern Mining
analysis, time series analysis, and network log mining. ... frequent pattern mining under edit distance, potentially due to the high ... Comprehensive experiments on sequence pattern ... and maximal patterns are compressed patterns. But.
MACFP.pdf

Big Data Frequent Pattern Mining - George Karypis - University of
parallel frequent pattern mining algorithms: memory scalability, work partitioning, and load ... Web log data from social media sites such as Twitter produce over one hundred terabytes ..... a compressed representation of the transaction database, via a data structure called an FP-tree. ... For a more comprehensive look at.
pfpm14TR.pdf

EFFICIENT MIXED MODE SUMMARY FOR MOBILE NETWORKS
frequent patterns from the current log files in offline mode to be used in ... [5] Presented a comprehensive log compression (CLC), method that uses frequent.
5413ijwmn08.pdf

Efficiently Extracting Operational Profiles from Execution Logs using
approach identifies frequent patterns as well as infrequent ones because the rare .... al. use a log compression approach to identify patterns and their densities in the log ..... From this we are able to construct comprehensive second genera- ...
issre_Nagappan.pdf

Data mining for telecommunications network log analysis - Helda
Jan 30, 2009 ... methods are Comprehensive Log Compression for log data summarisation and Queryable Log ... 3 Frequent pattern mining on logs. 23.
datamini.pdf?sequence=1

A Method of Cross-level Frequent Pattern Mining for Web-based
storing compressed, crucial information about frequent patterns, and employ ... still serving, we retrieved the log data from the database and evaluated its ...
21.pdf

A Subsequence Interleaving Model for Sequential Pattern - arXiv.org
Feb 16, 2016 ... proach that results in better patterns than frequent subse- quence mining, but their ... sequences that best compress a database using a MDL-based approach. .... infer z for a database sequence X by maximizing the log of the lower ..... In this section we perform a comprehensive quantitative and qualitative ...
1602.05012

Markus Miettinen – Curriculum Vitae - System Security Lab
Method and apparatus for compressing log record information, U.S. patent US7778979, 17 .... “Comprehensive Log Compression with Frequent Patterns”.
mmiettinen-CV-2016.pdf

Trend Micro™ ServerProtect™ for Linux™ Administrator's Guide
Platforms, Compression, and Encoding ......................................... 1- ... Pattern Matching . ...... platform are becoming more frequent and severe. A solution is .... You can view and export comprehensive logs about system and/or antivirus activities.
splx_3.0_ag.pdf

A Bayesian Network Model for Interesting Itemsets - Informatics
appealing algorithmically, the list of frequent itemsets suffers from pattern ex- plosion ... every compression scheme implicitly corresponds to a probabilistic model. Ex- .... Taking logs and rewriting (2) in a more standard form we obtain min ..... In this section we perform a comprehensive qualitative and quantitative evalua-.
pkdd2016.pdf

Data Mining Curriculum: A Proposal (Version 1.0) - sigkdd
Apr 30, 2006 ... A comprehensive and balanced curriculum will .... (b) Frequent pattern mining methods: (1) the Apriori algorithm, ... (d) Applications of association rules: (1) Web log analysis, (2) usage of association rules as ... value decomposition (SVD) , and discretization), and (3) data compression (lossless versus lossy.
CURMay06.pdf

Download PDF - Microsoft
To this end, we conduct a comprehensive survey that thor- .... —Active Recording : Travelers log their travel routes with GPS trajectories for the purpose of ..... compression combines frequent sequential pattern mining techniques with Huffman.
TrajectoryDataMining-tist-yuzheng_published.pdf

Natural Event Summarization - Yexi Jiang
for example, system logs, HTTP requests, database queries, network traffic data ... Instead of discovering frequent patterns, recent works on event mining have ...
CIKM2011.pdf

Snare Toolset White Paper - InterSect Alliance
Comprehensive event monitoring, to date, has been an expensive or time .... administrator when a particular pattern is seen on the network, or within log entries. ..... or the reconfigurations must be undertaken frequently, then this may take ..... Compressed, archived data can be held for years and recalled into the Snare.
Snare_Toolset_White_Paper-2.6.pdf

Behavior Query Discovery in System-Generated Temporal - VLDB
mine discriminative patterns from system logs, and these ... (syscall) logs provide a comprehensive way to capture sys- .... pattern should frequently occur in the target activities, and rarely ... graph tests; and (2) we compress residual graph sets.
p240-zong.pdf

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