Workload characterization: A survey revisited

MC Calzarossa, L Massari, D Tessera - ACM Computing Surveys (CSUR …, 2016 - dl.acm.org
Workload characterization is a well-established discipline that plays a key role in many
performance engineering studies. The large-scale social behavior inherent in the …

Workload characterization issues and methodologies

M Calzarossa, L Massari, D Tessera - Performance Evaluation: Origins and …, 2000 - Springer
The performance of any type of system cannot be determined without knowing the workload,
that is, the requests being processed. Workload characterization consists of a description of …

Towards characterizing cloud backend workloads: insights from google compute clusters

AK Mishra, JL Hellerstein, W Cirne… - ACM SIGMETRICS …, 2010 - dl.acm.org
The advent of cloud computing promises highly available, efficient, and flexible computing
services for applications such as web search, email, voice over IP, and web search alerts …

[图书][B] Workload modeling for computer systems performance evaluation

DG Feitelson - 2015 - books.google.com
Reliable performance evaluations require the use of representative workloads. This is no
easy task since modern computer systems and their workloads are complex, with many …

WESSBAS: extraction of probabilistic workload specifications for load testing and performance prediction—a model-driven approach for session-based application …

C Vögele, A van Hoorn, E Schulz… - Software & Systems …, 2018 - Springer
The specification of workloads is required in order to evaluate performance characteristics of
application systems using load testing and model-based performance prediction. Defining …

Workload modeling for resource usage analysis and simulation in cloud computing

D Magalhães, RN Calheiros, R Buyya… - Computers & Electrical …, 2015 - Elsevier
Workload modeling enables performance analysis and simulation of cloud resource
management policies, which allows cloud providers to improve their systems' Quality of …

Load prediction models in web-based systems

M Andreolini, S Casolari - … of the 1st international conference on …, 2006 - dl.acm.org
Run-time management of modern Web-based services requires the integration of several
algorithms and mechanisms for job dispatching, load sharing, admission control, overload …

Burstiness in multi-tier applications: Symptoms, causes, and new models

N Mi, G Casale, L Cherkasova, E Smirni - ACM/IFIP/USENIX International …, 2008 - Springer
Workload flows in enterprise systems that use the multi-tier paradigm are often characterized
as bursty, ie, exhibit a form of temporal dependence. Burstiness often results in dramatic …

Web server workload characterization: The search for invariants

MF Arlitt, CL Williamson - ACM SIGMETRICS Performance Evaluation …, 1996 - dl.acm.org
The phenomenal growth in popularity of the World Wide Web (WWW, or the Web) has made
WWW traffic the largest contributor to packet and byte traffic on the NSFNET backbone. This …

Characterizing locality, evolution, and life span of accesses in enterprise media server workloads

L Cherkasova, M Gupta - … of the 12th international workshop on Network …, 2002 - dl.acm.org
The main issue we address in this paper is the workload analysis of today's enterprise
media servers. This analysis aims to establish a set of properties specific for enterprise …