Export Citations
Save this search
Please login to be able to save your searches and receive alerts for new content matching your search criteria.
- research-articleSeptember 2024
Optimized Real-Time Stochastic Model of Power Electronic Converters based on FPGA
ACM Transactions on Modeling and Computer Simulation (TOMACS), Volume 34, Issue 4Article No.: 25, Pages 1–20https://doi.org/10.1145/3678174Stochastic models can effectively describe the operating characteristics of power electronic converters with stochastic parameters. However, it is difficult to implement the models in field programmable gate array– (FPGA) based real-time simulation, ...
- ArticleApril 2024
Impact of Process Mismatch and Device Aging on SR-Latch Based True Random Number Generators
Constructive Side-Channel Analysis and Secure DesignPages 177–196https://doi.org/10.1007/978-3-031-57543-3_10AbstractThe True Random Number Generator (TRNG) is an inescapable primitive for security and cryptographic functions. A common TRNG architecture in digital devices exploits the noise jitter accumulation with ring oscillators. The Set-Reset latch (SR-latch)...
- research-articleAugust 2024
Stochastic Models For the Time Complexity of Computing Tasks: II. Description of Interaction With Databases
Journal of Computer and Systems Sciences International (SPJCSSI), Volume 63, Issue 2Pages 223–240https://doi.org/10.1134/S1064230724700151AbstractThis paper is the second part of a series studying the design of the mathematical models for the execution time of user tasks carried out on virtual computing nodes. It analyzes the quality of the proposed models that describe the processing time ...
- research-articleAugust 2024
Stochastic Models for the Time Complexity of Computing Tasks: I. Development Principles, Statistical Data Mining, and Identification Problems
Journal of Computer and Systems Sciences International (SPJCSSI), Volume 63, Issue 1Pages 19–30https://doi.org/10.1134/S1064230724700035AbstractThis paper contains the first part of a study on the design of mathematical models for the execution time of user tasks on virtual calculating nodes. It is assumed that the execution time is a random value with the mean and variance depending on ...
- research-articleMay 2023
Online Matching with Delays and Stochastic Arrival Times
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent SystemsPages 976–984Consider a platform where independent agents arrive at random times and need to be matched into pairs, eventually after waiting for some time. This, for example, models job markets, gaming platforms, kidney exchange programs, etc. The role of the ...
-
- research-articleApril 2023
Variants of the Stochastic Sir Models and Vaccination Strategies
Cybernetics and Systems Analysis (KLU-CASA), Volume 59, Issue 2Pages 325–330https://doi.org/10.1007/s10559-023-00566-2Several options of the stochastic SIR epidemics model with limited treatment are proposed. For these methods, the efficiency of different vaccination strategies is demonstrated, and a method for obtaining the optimal vaccination strategy minimizing the ...
- research-articleJanuary 2023
Jitter-based Adaptive True Random Number Generation Circuits for FPGAs in the Cloud
ACM Transactions on Reconfigurable Technology and Systems (TRETS), Volume 16, Issue 1Article No.: 3, Pages 1–20https://doi.org/10.1145/3487554In this article, we present and evaluate a true random number generator (TRNG) design that is compatible with the restrictions imposed by cloud-based Field Programmable Gate Array (FPGA) providers such as Amazon Web Services (AWS) EC2 F1. Because cloud ...
- research-articleJanuary 2023
An accurate estimation algorithm for structural change points of multi-dimensional stochastic models
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 44, Issue 3Pages 4817–4829https://doi.org/10.3233/JIFS-222821In order to improve the estimation accuracy of structural change points of multi-dimensional stochastic model, the accurate estimation algorithm of structural change points of multi-dimensional stochastic model is studied. A multi-dimensional stochastic ...
- research-articleMay 2022
Optimal Vaccination Strategy in the Stochastic Epidemic Limited-Treatment Model
Cybernetics and Systems Analysis (KLU-CASA), Volume 58, Issue 3Pages 450–453https://doi.org/10.1007/s10559-022-00476-9AbstractThe author analyzes the stochastic SIR epidemic model with vaccination and limited treatment. A method for obtaining the optimal vaccination strategy that minimizes the cost functional is proposed.
- research-articleJanuary 2022
Performance evaluation of IaaS cloud using Stochastic Neural Network
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 43, Issue 4Pages 4613–4628https://doi.org/10.3233/JIFS-220501Cloud computing is an on-demand model that computes shared and dynamic resource availability in a remote or independent location. Cloud computing provides many services online to clients in a pay-as-you-go manner. Nowadays, many organizations use cloud ...
- research-articleJanuary 2022
Numerical Methods for Integral Equations of the Second Kind with NonSmooth Solutions of Bounded Variation
SIAM Journal on Numerical Analysis (SINUM), Volume 60, Issue 5Pages 2751–2780https://doi.org/10.1137/22M1480422This paper develops a finite approximation approach to find the solution $F(x)$ of integral equations in the form $F(x) = \xi(x)+\int_\mathbb{R} \kappa(x,u) dF(u)\ \forall x\in\mathbb{R}$, where the unknown distributional solution $F(x)$ defines the ...
- research-articleJune 2021
Hospital-wide surveillance-based antimicrobial treatments: A Monte-Carlo look-ahead method
Computer Methods and Programs in Biomedicine (CBIO), Volume 204, Issue Chttps://doi.org/10.1016/j.cmpb.2021.106050Highlights- We consider two antimicrobials to be used in a health care facility.
- Infecting ...
Background and objectives. We present a heuristic solution method to the problem of choosing hospital-wide antimicrobial treatments that minimize the cumulative infected patient-days in the long run in a health care ...
- research-articleMay 2021
Extending the Möbius Modeling Environment with the Advanced Replication Operator
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 4Pages 62–67https://doi.org/10.1145/3466826.3466846Mobius is well known as a modeling and evaluation environment for performance and dependability indicators. It has been conceived in a modular and flexible fashion, to be easily expanded to incorporate new features, formalisms and tools. The need of ...
- research-articleMay 2021
Managing Congestion in Matching Markets
Manufacturing & Service Operations Management (INFORMS-MSOM), Volume 23, Issue 3Pages 620–636https://doi.org/10.1287/msom.2020.0927Problem definition : Participants in matching markets face search and screening costs when seeking a match. We study how platform design can reduce the effort required to find a suitable partner. Practical/academic relevance : The success of matching ...
- research-articleNovember 2020
Epidemic Interference in a Cellular System
PE-WASUN '20: Proceedings of the 17th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous NetworksPages 81–84https://doi.org/10.1145/3416011.3424748This article presents a mathematical modelling, using stochastic analysis, of the effect of an interference buildup caused by a sudden increase in the number of users that access a digital cellular communication system. For such an increase in power, a ...
- research-articleNovember 2020
Reinforcement with Fading Memories
Mathematics of Operations Research (MOOR), Volume 45, Issue 4Pages 1258–1288https://doi.org/10.1287/moor.2019.1031We study the effect of imperfect memory on decision making in the context of a stochastic sequential action-reward problem. An agent chooses a sequence of actions, which generate discrete rewards at different rates. She is allowed to make new choices at ...
- research-articleApril 2020
Modeling with Node Popularities for Autonomous Overlapping Community Detection
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 11, Issue 3Article No.: 27, Pages 1–23https://doi.org/10.1145/3373760Overlapping community detection has triggered recent research in network analysis. One of the promising techniques for finding overlapping communities is the popular stochastic models, which, unfortunately, have some common drawbacks. They do not ...
- research-articleJanuary 2020
Variance of Finite Difference Methods for Reaction Networks with Non-Lipschitz Rate Functions
SIAM Journal on Numerical Analysis (SINUM), Volume 58, Issue 6Pages 3125–3143https://doi.org/10.1137/19M1303940Parametric sensitivity analysis is a critical component in the study of mathematical models of physical systems. Due to its simplicity, finite difference methods are used extensively for this analysis in the study of stochastically modeled reaction ...
- research-articleJuly 2019
Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
KDD '19: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data MiningPages 2828–2837https://doi.org/10.1145/3292500.3330672Industry devices (i.e., entities) such as server machines, spacecrafts, engines, etc., are typically monitored with multivariate time series, whose anomaly detection is critical for an entity's service quality management. However, due to the complex ...
- demonstrationMarch 2019
Automated Multi-paradigm Analysis of Extended and Layered Queueing Models with LINE
ICPE '19: Companion of the 2019 ACM/SPEC International Conference on Performance EngineeringPages 37–38https://doi.org/10.1145/3302541.3311959LINE is an open source library to analyze systems that can be modeled by means of queueing theory. Recently, a new major release of the tool (version 2.0.0) has introduced several novel features, which are the focus of this demonstration. These include, ...