Copertina

Analyzing homogenous and heterogeneous multi-server queues via neural networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Sherzer, Eliran
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Performance Machine Learning Probability
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

A Learning-Based Superposition Operator for Non-Renewal Arrival Processes in Queueing Networks
di: Sherzer, Eliran
Pubblicazione: (2026)

Approximating G(t)/GI/1 queues with deep learning
di: Sherzer, Eliran, et al.
Pubblicazione: (2024)

Computing the steady-state probabilities of a tandem queueing system, a Machine Learning approach
di: Sherzer, Eliran
Pubblicazione: (2024)

Response time in a pair of processor sharing queues with Join-the-Shortest-Queue scheduling
di: Bor, Julianna, et al.
Pubblicazione: (2024)

Supervised Learning for the (s,S) Inventory Model with General Interarrival Demands and General Lead Times
di: Sherzer, Eliran, et al.
Pubblicazione: (2026)

Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency
di: Alahyane, Abdelkrim, et al.
Pubblicazione: (2025)

The Gittins Index: A Design Principle for Decision-Making Under Uncertainty
di: Scully, Ziv, et al.
Pubblicazione: (2025)

Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability
di: Comte, Céline, et al.
Pubblicazione: (2023)

Optimization Trade-offs in Asynchronous Federated Learning: A Stochastic Networks Approach
di: Alahyane, Abdelkrim, et al.
Pubblicazione: (2026)

An Unconstrained Optimization Approach to Moment Fitting with Phase Type Distributions
di: Sherzer, Eliran, et al.
Pubblicazione: (2025)

The Transient Cost of Learning in Queueing Systems
di: Freund, Daniel, et al.
Pubblicazione: (2023)

Control of parallel non-observable queues: asymptotic equivalence and optimality of periodic policies
di: Anselmi, Jonatha, et al.
Pubblicazione: (2014)

Graph neural networks with configuration cross-attention for tensor compilers
di: Khizbullin, Dmitrii, et al.
Pubblicazione: (2024)

Uncovering the topology of an infinite-server queueing network from population data
di: Gupta, Hritika, et al.
Pubblicazione: (2025)

Moderate deviations of many--server queues, idempotent processes and quasipotentials
di: Puhalskii, Anatolii A.
Pubblicazione: (2025)

Game of arrivals at a two queue network with heterogeneous customer routes
di: Bandyopadhyay, Agniv, et al.
Pubblicazione: (2023)

Scheduling with Uncertain Holding Costs and its Application to Content Moderation
di: Gocmen, Caner, et al.
Pubblicazione: (2025)

Stability and Heavy-traffic Delay Optimality of General Load Balancing Policies in Heterogeneous Service Systems
di: Luo, Yishun, et al.
Pubblicazione: (2025)

Multiserver-job Response Time under Multilevel Scaling
di: Grosof, Isaac, et al.
Pubblicazione: (2025)

M|D|$\infty$ Queue Busy Period and Busy Cycle Distributions Computational Calculus
di: Ferreira, Manuel Alberto M.
Pubblicazione: (2025)

Graph-Based Product Form
di: Comte, Céline, et al.
Pubblicazione: (2025)

Heavy-traffic Optimality of Skip-the-Longest-Queues in Heterogeneous Service Systems
di: Luo, Yishun, et al.
Pubblicazione: (2025)

SPLIT: SymPathy for Large jobs Improves Tail latency
di: Li, Zhouzi, et al.
Pubblicazione: (2026)

Efficient scheduling in redundancy systems with general service times
di: Anton, Elene, et al.
Pubblicazione: (2022)

Stability and Optimization of Speculative Queueing Networks
di: Anselmi, Jonatha, et al.
Pubblicazione: (2021)

Priority Scheduling in the M/G/1 with Preemption Overhead
di: Ramakrishna, Shefali, et al.
Pubblicazione: (2026)

Optimal local storage policy based on stochastic intensities and its large scale behavior
di: Carrasco, Matias, et al.
Pubblicazione: (2024)

Analysis of Markovian Arrivals and Service with Applications to Intermittent Overload
di: Grosof, Isaac, et al.
Pubblicazione: (2024)

Tail Bounds for Queues with Abandonment: Constant, Moderate, Large Deviations, and Efficient Concentration
di: Wang, Zedong, et al.
Pubblicazione: (2026)

Strongly Tail-Optimal Scheduling in the Light-Tailed M/G/1
di: Yu, George, et al.
Pubblicazione: (2024)

When Does the Gittins Policy Have Asymptotically Optimal Response Time Tail?
di: Scully, Ziv, et al.
Pubblicazione: (2021)

Tail Optimality and Performance Analysis of the Nudge*(M) Scheduling Algorithm
di: Charlet, Nils, et al.
Pubblicazione: (2024)

$γ$-CounterBoost: Optimizing response time tails using job type information only
di: Charlet, Nils, et al.
Pubblicazione: (2026)

Decision-Epoch Matters: Unveiling its Impact on the Stability of Scheduling with Randomly Varying Connectivity
di: Soprano-Loto, Nahuel, et al.
Pubblicazione: (2024)

Queue occupancy and server size distribution of a queue length dependent vacation queue with an optional service
di: Verma, Ashish, et al.
Pubblicazione: (2026)

Holographic functions and neural networks
di: Szegedy, Balazs
Pubblicazione: (2026)

Long time behavior of a stochastically modulated infinite server queue
di: Majumder, Abhishek Pal
Pubblicazione: (2024)

Accuracy estimation of neural networks by extreme value theory
di: Junike, Gero, et al.
Pubblicazione: (2025)

Large deviation principles for convolutional Bayesian neural networks
di: Bassetti, Federico, et al.
Pubblicazione: (2026)

Stably unactivated neurons in ReLU neural networks
di: Brownlowe, Natalie, et al.
Pubblicazione: (2024)