The objective of APM Best Practices: Realizing Application Performance Management is to establish reliable application performance management (APM) practices—to demonstrate value, to do it quickly, and to adapt to the client circumstances. It's important to balance long-term goals with short-term deliverables, but...

The 20th ICPR (International Conference on Pattern Recognition) Conference took place in Istanbul, Turkey, during August 23–26, 2010. For the first time in the ICPR history, several scientific contests (http://www.icpr2010.org/ contests.php) were organized in parallel to the conference main tracks. The purpose of these contests was to...

This book provides an overview about the state-of-the-art solutions and the most recent advances in schema matching and mapping, both recognized as key areas of metadata management. Tasks involving metadata are indeed pervasive in databases and information systems and include schema evolution, schema and ontology integration and matching, XML...

The authors present a comprehensive study of efficient protocols and techniques for secure two-party computation – both general constructions that can be used to securely compute any functionality, and protocols for specific problems of interest. The book focuses on techniques for constructing efficient protocols and proving them...

Five years ago, we authored “Text Mining: Predictive Methods for Analyzing Unstructured Information.” That book was geared mostly to professional practitioners, but was adaptable to course work with some effort by the instructor. Many topics were evolving, and this was one of the earliest efforts to collect material for predictive...

This book covers the organization, design, and architecture of computers. Architecture is the ‘‘art or science of building; a method or style of building,’’ according to Webster’s. A computer architect develops the functional and performance specifications for the various blocks of a computer system and...

Audit and Trace Log Management: Consolidation and Analysis is both a timely and much needed compilation of useful information around a topic that is becoming more and more critical to not only IT professionals and security practitioners, but to many other departments, such as legal, risk, and compliance, as well as auditors and...

Game playing is a powerful metaphor that fits many situations where interaction between autonomous agents plays a central role. Numerous tasks in computer science, such as design, synthesis, verification, testing, query evaluation, planning, etc. can be formulated in game-theoretic terms. Viewing them abstractly as games reveals the...

When we rst started working on the problem of making the kernel machine approach applicable to the classication of graphs a couple of years ago, our eorts were mainly driven by the fact that kernel methods had led to impressive performance results on many data sets. It didn't take us long to appreciate the sheer elegance of how...

PAKDD has been recognized as a major international conference in the areas of data mining (DM) and knowledge discovery in databases (KDD). It provides an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all KDD-related areas...