Smart Log Data Analytics

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Smart Log Data Analytics

Smart Log Data Analytics written by Florian Skopik and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.

This book provides insights into smart ways of computer log data analysis, with the goal of spotting adversarial actions. It is organized into 3 major parts with a total of 8 chapters that include a detailed view on existing solutions, as well as novel machine learning techniques that go far beyond state of the art. The first part of this book motivates the entire topic and highlights major challenges, trends and design criteria for log data analysis approaches, and further surveys and compares the state of the art. The second part of this book introduces concepts that apply character-based, rather than token-based, approaches and thus work on a more fine-grained level. Furthermore, these solutions were designed for "online use", not only forensic analysis, but also process new log lines as they arrive in an efficient single pass manner. An advanced method for time series analysis aims at detecting changes in the overall behavior profile of an observed system and spotting trends and periodicities through log analysis. The third part of this book introduces the design of the AMiner, which is an advanced open source component for log data anomaly mining. The AMiner comes with several detectors to spot new events, new parameters, new correlations, new values and unknown value combinations and can run as stand-alone solution or as sensor with connection to a SIEM solution. More advanced detectors help to determine the characteristics of variable parts of log lines, specifically the properties of numerical and categorical fields. Detailed examples throughout this book allow the reader to better understand and apply the introduced techniques with open source software. Step-by-step instructions help to get familiar with the concepts and to better comprehend their inner mechanisms. A log test data set is available as free download and enables the reader to get the system up and running in no time. This book is designed for researchers working in the field of cyber security, and specifically system monitoring, anomaly detection and intrusion detection. The content of this book will be particularly useful for advanced-level students studying computer science, computer technology, and information systems. Forward-thinking practitioners, who would benefit from becoming familiar with the advanced anomaly detection methods, will also be interested in this book.

Advanced Materials Science And Technology Icmst 2010

Advanced Materials Science And Technology Icmst 2010 written by Qi Luo and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01-20 with Technology & Engineering categories.

Selected, peer reviewed paper from 2010 International Conference on Materials Science & Technology (ICMST 2010) in December 27-28 in, Jeju Island, Korea

The Log Analyst

The Log Analyst written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Oil well logging categories.

The Analyst

The Analyst written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1889 with Analytical chemistry categories.

Vols. for 1876-June 1954 include Proceedings of the society.

Science Software

Science Software written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Computer software categories.

Petroleum Abstracts

Petroleum Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Petroleum categories.

Johnson Space Center Research And Technology

Johnson Space Center Research And Technology written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.

The Composite Catalog Of Oil Field Equipment Services

The Composite Catalog Of Oil Field Equipment Services written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Oil fields categories.

Intelligent Engineering Systems Through Artificial Neural Networks

Intelligent Engineering Systems Through Artificial Neural Networks written by Cihan H. Dagli and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Neural networks (Computer science) categories.

Infrared Imaging Systems

Infrared Imaging Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Imaging systems categories.