A survey on load testing of large-scale software systems

ZM Jiang, AE Hassan - IEEE Transactions on Software …, 2015 - ieeexplore.ieee.org
Many large-scale software systems must service thousands or millions of concurrent
requests. These systems must be load tested to ensure that they can function correctly under …

A Comprehensive Taxonomy for Prediction Models in Software Engineering

X Yang, J Liu, D Zhang - Information, 2023 - mdpi.com
Applying prediction models to software engineering is an interesting research area. There
have been many related studies which leverage prediction models to achieve good …

An exploratory study on assessing the impact of environment variations on the results of load tests

R Gao, ZM Jiang - … IEEE/ACM 14th International Conference on …, 2017 - ieeexplore.ieee.org
Large-scale software systems like Amazon and healthcare. gov are used by thousands or
millions of people every day. To ensure the quality of these systems, load testing is a …

Request-based server health modeling

WS Yoo, WA Hilmo, AK Ruia, C Pattekar… - US Patent …, 2015 - Google Patents
Requests for content can be received from clients and for warded to servers, and responses
to the requests can be received from the servers and forwarded to the clients. A health …

Statistical monitoring of a web server for error rates: a bivariate time-series copula-based modeling approach

A Ara, F Louzada, CAR Diniz - Journal of Applied Statistics, 2017 - Taylor & Francis
The monitoring of web servers through statistical frameworks is of utmost important in order
to verify possible suspicious anomalies in network traffic or misuse actions that compromise …

Reverse engineering utility functions using genetic programming to detect anomalous behavior in software

S Wong, M Aaron, J Segall, K Lynch… - 2010 17th Working …, 2010 - ieeexplore.ieee.org
Recent studies have shown the promise of using utility functions to detect anomalous
behavior in software systems at runtime. However, it remains a challenge for software …

[图书][B] Automated analysis of load testing results

ZM Jiang - 2013 - search.proquest.com
Many software systems must be load tested to ensure that they can scale up under high load
while maintaining functional and non-functional requirements. Studies show that field …

Towards identifying performance anomalies

H Malik, EM Shakshuki - Procedia Computer Science, 2016 - Elsevier
Large-scale-software systems (LSSs) are composed of hundreds of subsystems that interact
with each other in an unforeseen and complex ways. The operators of these LSSs strictly …

Detecting performance anomalies in large-scale software systems using entropy

H Malik, EM Shakshuki - Personal and Ubiquitous Computing, 2017 - Springer
Large-scale software systems (LSSs) are composed of hundreds of subsystems that interact
with each other in an unforeseen and complex ways. The operators of these LSSs strictly …

[PDF][PDF] An Empirical Assessment on the Techniques Used in Load Testing

R Gao - 2016 - yorkspace.library.yorku.ca
There are two main problems associated with load testing research:(1) the testing
environment might not be realistic and (2) lack of empirical research. To address the first …