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.

168,742 papers · 148 categories

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2 results for “QUIC”

MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actionscs.LG

MVFST-RL tackles real-time network congestion control with RL.

problem Real-time network congestion control with RL in asynchronous environments.

method Asynchronous RL framework for delayed actions in QUIC.

result Scalable framework for congestion control in QUIC with improved state-of-the-art RL.

Reinforcement Learning Congestion Control QUIC Asynchronous Bandwidth Optimization

2019-10-09abs ↗pdf ↗

Multitask Learning for Network Traffic Classificationcs.LG

Traffic classification has various applications in today's Internet, from resource allocation, billing and QoS purposes in ISPs to firewall and malware detection in clients. Classical machine learning algorithms and deep learning models have been widely used to solve the traffic classification task. However, training s…

2019-06-12abs ↗pdf ↗