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ACM Transactions on Modeling and Computer Simulation
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Data-driven model-based detection of malicious insiders via physical access logs
Cheh C., Thakore U., Fawaz A., Chen B., Temple W., Sanders W. ACM Transactions on Modeling and Computer Simulation 29(4): 1-25, 2019. Type: Article
Employees with security clearance will perhaps continue to pose the ultimate security threat to businesses, organizations, and security researchers. What kinds of data and algorithms should be effectively used to monitor and thwart ris...
Mar 8 2021
Replicated computations results (RCR) report for “Statistical abstraction for multi-scale spatio-temporal systems”
Loreti M. ACM Transactions on Modeling and Computer Simulation 29(4): 1-2, 2019. Type: Article
This brief paper takes an unusual approach to presenting the experimental results of simulating two case studies from [1]: a model of
Escherichia coli
chemotaxis and a model of
Dictyostelium discoideum
aggregation. It int...
Feb 8 2021
Engineering resilient collective adaptive systems by self-stabilisation
Viroli M., Audrito G., Beal J., Damiani F., Pianini D. ACM Transactions on Modeling and Computer Simulation 28(2): 1-28, 2018. Type: Article
Smart cities, together with the Internet of Things (IoT), are becoming reality at an accelerated speed, supported by the fifth generation of mobile technology (5G) and other advances in technology. The supporting networked computationa...
Jul 8 2020
A tool for xMAS-based modeling and analysis of communication fabrics in Simulink
Zhao X., Lu Z. ACM Transactions on Modeling and Computer Simulation 27(3): 1-26, 2017. Type: Article
Because of the programmability challenge of timing-based hardware description languages (HDL) involving Verilog and VHDL, today many higher-level design languages and tools have been presented in academy and industry, in order to const...
Sep 27 2017
Space-time matching algorithms for interest management in distributed virtual environments
Liu E., Theodoropoulos G. ACM Transactions on Modeling and Computer Simulation 24(3): Article No. 15, 2014. Type: Article
The scalability of distributed virtual environments (DVEs) requires an approach for filtering and disseminating relevant data to participating members. How should an algorithm be designed for coping with sporadic interest matching, has...
Aug 28 2014
Modeling BitTorrent-like systems with many classes of users
Liao W., Papadopoulos F., Psounis K., Psomas C. ACM Transactions on Modeling and Computer Simulation 23(2): 1-25, 2013. Type: Article
Large-scale distributions of digital content over the Internet require effective algorithms and systems. The traditional BitTorrent model has been successful in the distribution of files on peer-to-peer (P2P) systems for homogeneous us...
Nov 18 2013
Limit theorems for simulation-based optimization via random search
Chia Y., Glynn P. ACM Transactions on Modeling and Computer Simulation 23(3): 1-18, 2013. Type: Article
It is important to know if a random search for an optimal solution converges or not. Furthermore, if it does converge, then it is important to be able to determine the rate of convergence and the distribution....
Oct 8 2013
Characterizing per-application network traffic using entropy
Petkov V., Rajagopal R., Obraczka K. ACM Transactions on Modeling and Computer Simulation 23(2): 1-25, 2013. Type: Article
Several emerging algorithms for data mining, modeling, and simulation offer support for the visualization of business data and information. Business applications with intensive computational needs require the efficient use of bandwidth...
Jul 22 2013
Small variance estimators for rare event probabilities
Broniatowski M., Caron V. ACM Transactions on Modeling and Computer Simulation 23(1): 1-23, 2013. Type: Article
This paper talks about improving the sampling estimators in simulation results and catching rare events. Quite interesting discussions of Gaussian samples and approximation validation are also included. In most typical simulation works...
Jul 9 2013
Bayesian learning of noisy Markov decision processes
Singh S., Chopin N., Whiteley N. ACM Transactions on Modeling and Computer Simulation 23(1): 1-25, 2013. Type: Article
Statistical models are not perfect, but they do help us estimate unknown complex models using fewer parameters. This paper deals with a statistical model fitted to observed actions that originate with a Markov decision process. A new M...
Jun 27 2013
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