An Evaluation of Monitoring Algorithms for Access Anomaly Detection (Classic Reprint) - Hardcover

Anne Dinning

9780267403387: An Evaluation of Monitoring Algorithms for Access Anomaly Detection (Classic Reprint)

Hardcover

ISBN 10: 0267403380 ISBN 13: 9780267403387

Publisher: Forgotten Books, 2018

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Understand how to detect access anomalies in parallel programs as they run .

This book explains on‑the‑fly detection methods that catch timing‑related bugs as your software executes, not after the fact.

This work surveys current approaches to anomaly detection, contrasts static and dynamic techniques, and explains why dynamic monitoring can reveal problems ordinary debugging misses. It presents concrete algorithms, compares their trade‑offs, and shows how continuous monitoring can minimize overhead while improving reliability in parallel systems.

How access anomalies arise from race conditions and how they affect program results
The differences between static analysis, symbolic execution, post‑mortem analysis, and on‑the‑fly detection
Details of practical algorithms, including task recycling and how they manage concurrency data
Empirical results from benchmark parallel programs and measurements of performance impact

Ideal for readers of systems, parallel programming, and software reliability who want a clear view of cutting‑edge detection methods and their real‑world tradeoffs.

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