On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

Trend · papers per month

count % of corpus

5 results for “delay-tolerant”

Learning Decentralized Routing Policies via Graph Attention-based Multi-Agent Reinforcement Learning in Lunar Delay-Tolerant Networksstat.ML

A decentralized routing framework for lunar exploration robots.

problem Routing data in intermittent connectivity lunar networks.

method Graph Attention-based Multi-Agent Reinforcement Learning (GAT-MARL).

result Higher delivery rates, no duplications, fewer packet losses.

routing multi-agent reinforcement learning Lunar Delay-Tolerant Networks robotics space exploration

2025-10-23abs ↗pdf ↗

ErasureHead: Distributed Gradient Descent without Delays Using Approximate Gradient Codingcs.LG

ErasureHead speeds up distributed GD with approximate gradient coding.

problem Mitigating delays in distributed gradient descent.

method Approximate gradient coding to tolerate delays.

result ErasureHead converges as quickly as GD and has faster runtime under probabilistic delays.

distributed gradient descent approximate gradient coding delay tolerance speedup

2019-01-28abs ↗pdf ↗

A Distributed Flexible Delay-tolerant Proximal Gradient Algorithmmath.OC

Develops an asynchronous distributed algorithm for convex optimization.

problem Distributed convex optimization with varying communication costs and delays.

method A flexible proximal gradient algorithm that adapts to different levels of communication and delays.

result The algorithm converges linearly in the strongly convex case and provides convergence guarantees for non-strongly convex functions.

distributed optimization proximal gradient asynchronous convex delay-tolerant

2018-06-25abs ↗pdf ↗

Brief survey of Mobility Analyses based on Mobile Phone Datasetscs.SI

Survey of mobility studies using mobile phone data.

problem Understanding human mobility patterns.

method Data Science techniques applied to mobile phone datasets.

result Applications in urban planning, data traffic prediction, etc.

human mobility mobile phone data urban planning data traffic networks

2018-12-03abs ↗pdf ↗

Probabilistic QoS Metric Forecasting in Delay-Tolerant Networks Using Conditional Diffusion Models on Latent Dynamicscs.LG

This paper improves QoS metric prediction in DTNs using diffusion models.

problem Improving QoS metric prediction in Delay-Tolerant Networks (DTNs) to enhance network performance.

method Formulates QoS metric prediction as a probabilistic forecasting problem on multivariate time series, incorporating latent temporal dynamics.

result The proposed approach outperforms traditional methods in QoS metric prediction for DTNs.

QoS metrics DTN Probabilistic forecasting Latent dynamics Diffusion models

2025-04-09abs ↗pdf ↗