Performance Benchmarking Of Application Monitoring Frameworks
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Performance Benchmarking of Application Monitoring Frameworks
Application-level monitoring of continuously operating software systems provides insights into their dynamic behavior, helping to maintain their performance and availability during runtime. Such monitoring may cause a significant runtime overhead to the monitored system, depending on the number and location of used instrumentation probes. In order to improve a system’s instrumentation and to reduce the caused monitoring overhead, it is necessary to know the performance impact of each probe. While many monitoring frameworks are claiming to have minimal impact on the performance, these claims are often not backed up with a detailed performance evaluation determining the actual cost of monitoring. Benchmarks can be used as an effective and affordable way for these evaluations. However, no benchmark specifically targeting the overhead of monitoring itself exists. Furthermore, no established benchmark engineering methodology exists that provides guidelines for the design, execution, and analysis of benchmarks. This thesis introduces a benchmark approach to measure the performance overhead of application-level monitoring frameworks. The core contributions of this approach are 1) a definition of common causes of monitoring overhead, 2) a general benchmark engineering methodology, 3) the MooBench micro-benchmark to measure and quantify causes of monitoring overhead, and 4) detailed performance evaluations of three different application-level monitoring frameworks. Extensive experiments demonstrate the feasibility and practicality of the approach and validate the benchmark results. The developed benchmark is available as open source software and the results of all experiments are available for download to facilitate further validation and replication of the results.
Smart Cities and Smart Spaces: Concepts, Methodologies, Tools, and Applications
Author: Management Association, Information Resources
language: en
Publisher: IGI Global
Release Date: 2018-09-07
As populations have continued to grow and expand, many people have made their homes in cities around the globe. With this increase in city living, it is becoming vital to create intelligent urban environments that efficiently support this growth and simultaneously provide friendly and progressive environments to both businesses and citizens alike. Smart Cities and Smart Spaces: Concepts, Methodologies, Tools, and Applications is an innovative reference source that discusses social, economic, and environmental issues surrounding the evolution of smart cities. Highlighting a range of topics such as smart destinations, urban planning, and intelligent communities, this multi-volume book is designed for engineers, architects, facility managers, policymakers, academicians, and researchers interested in expanding their knowledge on the emerging trends and topics involving smart cities.
A roadmap for advancing sanitation regulation
Author: World Health Organization
language: en
Publisher: World Health Organization
Release Date: 2025-05-13
A roadmap for advancing sanitation regulation responds to the urgent need to strengthen sanitation regulation. It provides step-by-step guidance to help countries identify and prioritize actions to improve regulatory frameworks, drawing on real-world experiences and emerging good practices from across income levels and regions. Grounded in practical case studies and aligned with key WHO and sector resources, the roadmap outlines essential functions and principles for regulating the entire sanitation service chain—from containment and treatment to safe reuse. It emphasizes the integration of economic, environmental and public health regulation and supports national and local authorities as they work to enhance accountability, service quality and health outcomes. This publication is intended for staff in national and local agencies responsible for sanitation regulation, including ministries, regulators, utilities and development