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Workload Characterization of the SPECjms2007 Benchmark
[chapter]
Lecture Notes in Computer Science
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In this paper, we present a workload characterization of the SPECjms2007 benchmark which is the world's first industry-standard benchmark specialized for MOM. ...
The workload characterization presented in this paper serves two purposes i) to help users understand the internal components of the SPECjms2007 workload and the way they are scaled, ii) to show how the ...
We acknowledge the contributions of the members of the SPECjms Working Group to the specification and development of SPECjms2007, in particular Marc Carter and Tim Dunn from IBM, George Tharakan from Sun ...
doi:10.1007/978-3-540-75211-0_17
fatcat:lh4bpf3vuzgzdfx6pa3uwbtltm
Benchmarking and Performance Modeling of Event-Based SystemsModellierung und Bewertung von Ereignis-basierten Systemen
2009
it - Information Technology
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With their growing popularity and gradual adoption in mission critical areas, the need for novel techniques for benchmarking and performance modeling of event-based systems is increasing. ...
In this article, we provide an overview of the state-of-the-art in this area considering both centralized systems based on message-oriented middleware as well as large-scale distributed publish/subscribe ...
In [7] , we presented a comprehensive workload characterization of the SPECjms2007 workload capturing the information needed in order to customize the workload. ...
doi:10.1524/itit.2009.0550
fatcat:4nrqzg4mhvenfc34kfia5gjo3a
Performance evaluation and benchmarking of event-based systems
2012
Proceedings of the third joint WOSP/SIPEW international conference on Performance Engineering - ICPE '12
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Using the SPECjms2007 benchmark we introduced a methodology for performance evaluation of message-oriented middleware platforms and showed how the workload can be tailored to evaluate selected performance ...
(v) Scalability: provide ways to scale the workload in a flexible manner. None of the existing benchmarks met all our requirements. ...
Resulting from our analysis of existing mod-eling techniques, we proposed an approach to characterize the workload and to model the performance aspects of EBS. ...
doi:10.1145/2188286.2188314
dblp:conf/wosp/Sachs12
fatcat:uauxxm5dcfgwbg2m234uc7lwie
Performance modeling and analysis of message-oriented event-driven systems
2012
Journal of Software and Systems Modeling
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We study a deployment of the SPECjms2007 standard benchmark on a leading commercial middleware platform. ...
A detailed system model is built in a step-by-step fashion and then used to predict the system performance under various workload and configuration scenarios. ...
A detailed description of the benchmark, including a comprehensive workload characterization showing how the workload can be customized, can be found in [2, 9] . ...
doi:10.1007/s10270-012-0228-1
fatcat:qkjjebcbpbbtzjpzs5xcx6lhya
High Volume Throughput Computing: Identifying and Characterizing Throughput Oriented Workloads in Data Centers
2012
2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum
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We also preliminarily report our ongoing work on the metrics and benchmarks for HVC systems, which is the foundation of designing innovative data center computer systems for HVC workloads. ...
We characterize and compare HVC with other computing paradigms, e.g., high throughput computing, warehouse-scale computing, and cloud computing, in terms of levels, workloads, metrics, coupling degree, ...
This work is supported by the Chinese 973 project (Grant No.2011CB302500) and the NSFC project (Grant No.60933003). ...
doi:10.1109/ipdpsw.2012.213
dblp:conf/ipps/ZhanZSWJL12
fatcat:l6zwmctdyre3na365gytblgxiu
A Logistics Workload for Event Notification Middleware
[chapter]
2010
Lecture Notes in Computer Science
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Our workload is suited to test event notification middleware under realistic conditions; it stresses different aspects of the middleware while being scalable. ...
In this paper we present a realistic workload originating from a real world scenario in the logistics domain. ...
An example for a well-defined workload scenario used for the industry standard benchmark SPECjms2007 can be found in [13] . ...
doi:10.1007/978-3-642-17226-7_19
fatcat:rzaxomxuvvbgxe6esspigqk5qi
Modeling event-based communication in component-based software architectures for performance predictions
2013
Journal of Software and Systems Modeling
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The results demonstrate the effectiveness, practicability and accuracy of the proposed modeling and prediction approach. ...
In summary the contributions of this paper are: i) the development of a meta-model for event-based communication at the architecture level, ii) a platform aware model-to-model transformation, and iii) ...
The SPECjms2007 benchmark provides a central parameter named BASE to configure the induced workloads. ...
doi:10.1007/s10270-013-0316-x
fatcat:sjsd7a23mbcqfhjeefjj7pka6q
Software Consolidation as an Efficient Energy and Cost Saving Solution for a SaaS/PaaS Cloud Model
[chapter]
2015
Lecture Notes in Computer Science
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The evaluation was performed using both the SPECjms2007 benchmark and an enterprise LAMP benchmark on both a VMware private cloud and Amazon EC2 public cloud. ...
For instance, over a 4-month period in a real cloud located in Grenoble (France), we observed that 805 VMs used less than 12 % of the CPU (of the active physical machines). ...
This work was in part funded by IDS company, the French national program "Investissements d'Avenir IRT Nanoelec" ANR-10-AIRT-05 and Institut Universitaire de France. ...
doi:10.1007/978-3-662-48096-0_24
fatcat:tyos5fojnjchtmzvmlqjqjrqsi
Statistical Inference of Software Performance Models for Parametric Performance Completions
[chapter]
2010
Lecture Notes in Computer Science
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In many cases, the software basis is the determining factor of the system's overall timing behavior, throughput, and resource utilization. ...
In this paper, we abstract from the internal structure of the system under study. We focus on message-oriented middleware (MOM) and analyze the dependency between the MOM's usage and its performance. ...
MOM Benchmarks: SPECjms2007 & jms2009-PS SPECjms2007 is the first industry standard benchmark for Java Message Services (JMS). ...
doi:10.1007/978-3-642-13821-8_4
fatcat:kx2jo756hvglfprlgslq7ol3ou
Resilience Benchmarking
[chapter]
2012
Resilience Assessment and Evaluation of Computing Systems
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This chapter presents an overview on the state-of-the-art on benchmarking performance, dependability and security. ...
Resilience encompasses all attributes of the quality of 'working well in a changing world that includes faults, failures, errors and attacks'. ...
Study the definition of dynamic workloads via field studies and analysis of existing workloads. 3. Study the characterization of perturbation loads. ...
doi:10.1007/978-3-642-29032-9_14
fatcat:km7ggy7kwvhtfc3mdu44qiski4
Designing Benchmarks for P2P Systems
[chapter]
2010
Lecture Notes in Computer Science
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This includes the definition of the system under test (SUT) and particularly its interfaces, the workloads and metrics. ...
We point out the characteristics of benchmarks for P2P systems, focusing on the challenges compared to conventional benchmarks. ...
The workload is deployed instantly at the beginning of the benchmark. Scheme 6: Linearly Increasing Number of Requests. ...
doi:10.1007/978-3-642-17226-7_13
fatcat:jpzzxdjmcjg75jm3tx5bzf2gwa
Testing AMQP Protocol on Unstable and Mobile Networks
[chapter]
2014
Lecture Notes in Computer Science
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This paper is the starting point of an experimental evaluation of AMQP protocol in such kind of scenarios. ...
Our goal is to identify the limits of applicability of this middleware, assessing its the capacity in terms of message losses, latencies or jitter, when wireless devices are interrupted and reconnected ...
In [6] it is shown a way to evaluate the performance of AMQP by using an adapted version of the well-known SPECjms2007 and jms2009-PS benchmarks. ...
doi:10.1007/978-3-319-11692-1_22
fatcat:ow6wqhjgzbecnhzdbyvlc5gldy
Introduction to queueing petri nets
2012
Proceedings of the third joint WOSP/SIPEW international conference on Performance Engineering - ICPE '12
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By combining the modeling power and expressiveness of queueing networks and stochastic Petri nets, queueing Petri nets provide a number of advantages. ...
As part of the tutorial, we present QPME (Queueing Petri net Modeling Environment), an open-source tool for stochastic modeling and analysis of systems using queueing Petri nets. ...
The SPECjms2007 benchmark was used in this case study to evaluate the performance of the proposed methodology. ...
doi:10.1145/2188286.2188290
dblp:conf/wosp/KounevSM12
fatcat:lsvoww3cdvbydd6rhnapx4itga
A comparative evaluation of AMQP and MQTT protocols over unstable and mobile networks
2015
2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC)
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This evaluation is of interest for the upcoming applications of MOM, especially to systems related to the Internet of Things. ...
In this paper we present an experimental evaluation of both protocols in such scenarios, characterizing their behavior in terms of message loss, latency, jitter and saturation boundary values. ...
ACKNOWLEDGMENTS This work was partially supported by the Ministerio de Ciencia e Innovación, Spain, under Grant TIN2011-27543-C03-01. ...
doi:10.1109/ccnc.2015.7158101
dblp:conf/ccnc/LuzuriagaPBCCM15
fatcat:43jvuxxjovgofdqxm6lzprk7yq
Facilitating Performance Predictions Using Software Components
2011
IEEE Software
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Software architects can capture their influence using standard benchmarks (e.g., SPECjEnterprise2010, SPECjms2007, .NET stock trader) to determine their processing overhead. . ...
: 1) How does the architecture affect response times and throughputs for the expected workload? ...
doi:10.1109/ms.2011.25
fatcat:rl77kmg6vrfd7hou2lrhuwwuru
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