Výsledky vyhledávání - "Mathematics of computing Probability and statistics Stochastic process Markov process"

Stochastic Processes with Expected Stopping Time Autor Chatterjee, Krishnendu, Doyen, Laurent

“…Markov chains are the de facto finite-state model for stochastic dynamical systems, and Markov decision processes (MDPs) extend Markov chains by incorporating…”
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PolyGym: Polyhedral Optimizations as an Environment for Reinforcement Learning Autor Brauckmann, Alexander, Goens, Andres, Castrillon, Jeronimo

“…The polyhedral model allows a structured way of defining semantics-preserving transformations to improve the performance of a large class of loops. Finding…”
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Reliability of Run-Time Quality-of-Service Evaluation Using Parametric Model Checking Autor Guoxin Su, Rosenblum, David S., Tamburrelli, Giordano

“…Run-time Quality-of-Service (QoS) assurance is crucial for business-critical systems. Complex behavioral performance metrics (PMs) are useful but often…”
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Using quantitative analysis to implement autonomic IT systems Autor Calinescu, Radu, Kwiatkowska, Marta

“…The software underpinning today's IT systems needs to adapt dynamically and predictably to rapid changes in system workload, environment and objectives. We…”
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Hardware Acceleration of Hidden Markov Model Decoding for Person Detection Autor Fahmy, Suhaib A., Cheung, Peter Y. K., Luk, Wayne

“…This paper explores methods for hardware acceleration of Hidden Markov Model (HMM) decoding for the detection of persons in still images. Our architecture…”
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Optimal Power Management for Server Farm to Support Green Computing Autor Niyato, D., Chaisiri, S., Lee Bu Sung

“…Green computing is a new paradigm of designing the computer system which considers not only the processing performance but also the energy efficiency. Power…”
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Robust strategy synthesis for probabilistic systems applied to risk-limiting renewable-energy pricing Autor Puggelli, Alberto, Sangiovanni-Vincentelli, Alberto L., Seshia, Sanjit A.

“…We address the problem of synthesizing control strategies for Ellipsoidal Markov Decision Processes (EMDP), i.e., MDPs whose transition probabilities are…”
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Evolutionary Optimization of Markov Sources for Pseudo Random Scan BIST Autor Polian, Ilia, Becker, Bernd, Reddy, Sudhakar M.

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Calculating Architectural Reliability via Modeling and Analysis Autor Roshandel, Roshanak

“…We present a software architecture-based approach tocompositional estimation of systemýs reliability. Ourapproach is applicable to early stages of…”
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On the Analysis of Reed Solomon Coding for Resilience to Transient/Permanent Faults in Highly Reliable Memories Autor Schiano, L., Ottavi, M., Lombardi, F., Pontarelli, S., Salsano, A.

“…Single Event Upsets (SEU) as well as permanent faults can significantly affect the correct on-line operation of digital systems, such as memories and…”
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Buffer Insertion for Bridges and Optimal Buffer Sizing for Communication Sub-System of Systems-on-Chip Autor Kallakuri, Sankalp S., Doboli, Alex, Feinberg, Eugene A.

“…We have presented an optimal buffer sizing and buffer insertion methodology which uses stochastic models of the architecture and Continuous Time Markov…”
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Efficient state classification of finite state Markov chains Autor Xie, Aiguo, Beerel, Peter A.

“…This paper presents an efficient method for state classification of finite state Markov chains using BDD-based symbolic techniques. The method exploits the…”
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A Novel Way of Computing Similarities between Nodes of a Graph, with Application to Collaborative Recommendation Autor Fouss, Francois, Pirotte, Alain, Saerens, Marco

“…This work presents a new perspective on characterizing the similarity between elements of a database or, more generally, nodes of a weighted, undirected,…”
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Decentralized Markov Decision Processes with Event-Driven Interactions Autor Becker, Raphen, Zilberstein, Shlomo, Lesser, Victor

“…Decentralized MDPs provide a powerful formal framework for planning in multi-agent systems, but the complexity of the model limits its usefulness. We study in…”
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Efficient and robust query processing in dynamic environments using random walk techniques Autor Avin, Chen, Brito, Carlos

“…Many existing systems for sensor networks rely on state information stored in the nodes for proper operation (e.g., pointers to parent in a spanning tree,…”
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Communication for Improving Policy Computation in Distributed POMDPs Autor Nair, Ranjit, Roth, Maayan, Yohoo, Makoto

“…Distributed Partially Observable Markov Decision Problems (POMDPs) are emerging as a popular approach for modeling multiagent teamwork where a group of agents…”
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Social Model Shaping for Solving Generic DEC-POMDPs Autor Varakantham, P.

“…Decentralized Partially Observable Markov Decision Problem, DEC-POMDP is a popular model to representmulti-agent decision making under uncertainty. However,…”
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Battery-aware power management based on Markovian decision processes Autor Rong, Peng, Pedram, Massoud

“…This paper is concerned with the problem of maximizing capacity utilization of the battery power source in a portable electronic system under latency and loss…”
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Markov Model Based Disk Power Management for Data Intensive Workloads Autor Garg, R., Seung Woo Son, Kandemir, M., Raghavan, P., Prabhakar, R.

“…In order to meet the increasing demands of present and upcoming data-intensive computer applications, there has been a major shift in the disk subsystem, which…”
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Rank Aggregation Based Text Feature Selection Autor Wu, Ou, Zuo, Haiqiang, Zhu, Mingliang, Hu, Weiming, Gao, Jun, Wang, Hanzi

“…Filtering feature selection method (filtering method, for short) is a well-known feature selection strategy in pattern recognition and data mining. Filtering…”
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