Network optimization and control
Foundations and Trends® in Networking
Control variates as screening functions
Proceedings of the 3rd International Conference on Performance Evaluation Methodologies and Tools
Positive harris recurrence and diffusion scale analysis of a push pull queueing network
Proceedings of the 3rd International Conference on Performance Evaluation Methodologies and Tools
Minimizing makespan in a multiclass fluid network with parameter uncertainty
Probability in the Engineering and Informational Sciences
Brief paper: On linear co-positive Lyapunov functions for sets of linear positive systems
Automatica (Journal of IFAC)
Discrete Event Dynamic Systems
A Push---Pull Network with Infinite Supply of Work
Queueing Systems: Theory and Applications
Piecewise linear dynamic programming for constrained POMDPs
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 1
Natural actor-critic algorithms
Automatica (Journal of IFAC)
Coding and control for communication networks
Queueing Systems: Theory and Applications
Resilient control systems: next generation design research
HSI'09 Proceedings of the 2nd conference on Human System Interactions
Regularized fitted Q-iteration for planning in continuous-space Markovian decision problems
ACC'09 Proceedings of the 2009 conference on American Control Conference
Distributed feedback control for an Eulerian model of the national airspace system
ACC'09 Proceedings of the 2009 conference on American Control Conference
On mixing rate and convegence to stationary regime in discrete time Erlang problem
Automation and Remote Control
Average-delay optimal policies for the point-to-point channel
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Positive Harris recurrence and diffusion scale analysis of a push pull queueing network
Performance Evaluation
Asymptotically optimal parallel resource assignment with interference
Queueing Systems: Theory and Applications
V-uniform ergodicity for state-dependent single class queueing networks
Queueing Systems: Theory and Applications
Load balancing vs. distributed rate limiting: an unifying framework for cloud control
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Delay analysis for cognitive radio networks with random access: a fluid queue view
INFOCOM'10 Proceedings of the 29th conference on Information communications
Model predictive control for the acquisition queue and related queueing networks
Proceedings of the 5th International Conference on Queueing Theory and Network Applications
Bottom-up design patterns and the energy web
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A fluid approach to large volume job shop scheduling
Journal of Scheduling
Most likely paths to error when estimating the mean of a reflected random walk
Performance Evaluation
On the asymptotic optimality of the cμ/θ rule under ergodic cost
Queueing Systems: Theory and Applications
On optimal scheduling algorithms for small generalized switches
IEEE/ACM Transactions on Networking (TON)
Winter Simulation Conference
Queueing Systems: Theory and Applications
Queueing Systems: Theory and Applications
Tandem queueing networks with neighbor blocking and back-offs
Queueing Systems: Theory and Applications
Delay-optimal opportunistic scheduling and approximations: the log rule
IEEE/ACM Transactions on Networking (TON)
Optimal flow control in acyclic networks with uncontrollable routings and precedence constraints
Discrete Event Dynamic Systems
Asymptotically Optimal Controls for Time-Inhomogeneous Networks
SIAM Journal on Control and Optimization
Data propagation with guaranteed delivery for mobile networks
SEA'10 Proceedings of the 9th international conference on Experimental Algorithms
Q-Learning and Enhanced Policy Iteration in Discounted Dynamic Programming
Mathematics of Operations Research
Optimal data gathering paths and energy balance mechanisms in wireless networks
DCOSS'10 Proceedings of the 6th IEEE international conference on Distributed Computing in Sensor Systems
Common diagonal Lyapunov function for third order linear switched system
Journal of Computational and Applied Mathematics
Probabilistic abstract interpretation
ESOP'12 Proceedings of the 21st European conference on Programming Languages and Systems
Visualization of complex networks dynamics: case study
IFIP'12 Proceedings of the 2012 international conference on Networking
Oja's algorithm for graph clustering, Markov spectral decomposition, and risk sensitive control
Automatica (Journal of IFAC)
Transform-Domain solutions of poisson's equation with applications to the asymptotic variance
ASMTA'12 Proceedings of the 19th international conference on Analytical and Stochastic Modeling Techniques and Applications
Asymptotically tight steady-state queue length bounds implied by drift conditions
Queueing Systems: Theory and Applications
On the interaction between TCP-like sources and throughput-efficient scheduling policies
Performance Evaluation
Large deviations for the empirical mean of an $$M/M/1$$ queue
Queueing Systems: Theory and Applications
Inefficiency of MaxWeight scheduling in spatial wireless networks
Computer Communications
Modeling conflict processes on the internet
Cybernetics and Systems Analysis
Characterization and computation of infinite-horizon specifications over Markov processes
Theoretical Computer Science
Stability of multi-class queueing networks with infinite virtual queues
Queueing Systems: Theory and Applications
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Power grids, flexible manufacturing, cellular communications: interconnectedness has consequences. This remarkable book gives the tools and philosophy you need to build network models detailed enough to capture essential dynamics but simple enough to expose the structure of effective control solutions and to clarify analysis. Core chapters assume only exposure to stochastic processes and linear algebra at the undergraduate level; later chapters are for advanced graduate students and researchers/practitioners. This gradual development bridges classical theory with the state-of-the-art. The workload model that is the basis of traditional analysis of the single queue becomes a foundation for workload relaxations used in the treatment of complex networks. Lyapunov functions and dynamic programming equations lead to the celebrated MaxWeight policy along with many generalizations. Other topics include methods for synthesizing hedging and safety stocks, stability theory for networks, and techniques for accelerated simulation. Examples and figures throughout make ideas concrete. Solutions to end-of-chapter exercises available on a companion website.