How Far Can Lightweight LLMs Go in Intent-to-SLO Translation?
arXiv:2611.07982v1 Announce Type: new Abstract: Intent-based networking (IBN) promises QoS provisioning in which the network derives the configuration from oper…
EnglisharXiv cs.NI
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Instantiating the Knowledge Plane
arXiv:2611.07827v1 Announce Type: new Abstract: In 2003, Clark et al. proposed the "Knowledge Plane", a layer of intelligent agents that share rich information …
EnglisharXiv cs.NI
SEROA: Stable Encrypted-Traffic Representation and Online Adaptation for Service-Aware Networks
arXiv:2611.07550v1 Announce Type: new Abstract: Mobile networks are evolving toward service-aware operation to support heterogeneous applications with diverse q…
EnglisharXiv cs.NI
When Does Blockwise Additivity Break? Diagnosing and Repairing the Additive Assumption in Distillation-Based Architecture Search
arXiv:2611.07487v1 Announce Type: new Abstract: Blockwise distillation methods for architecture search, such as DNA, DONNA, LANA and Puzzle, score each candidat…
EnglisharXiv cs.NI
Understanding Self-Supervised Representation Learning for Encrypted Traffic
arXiv:2611.07452v1 Announce Type: new Abstract: SSL has been adopted for encrypted traffic classification to learn representations from unlabeled traces and red…
EnglisharXiv cs.NI
Deep reinforcement learning-based optimization of multi-RAT handovers
arXiv:2611.07390v1 Announce Type: new Abstract: A major evolutionary goal and challenge for next-generation wireless systems is seamless multiple radio access t…
EnglisharXiv cs.NI
Characterizing AI Service Traffic for 6G: An Open Testbed and Initial Results from 3GPP SA4
arXiv:2611.07250v1 Announce Type: new Abstract: The design of sixth generation (6G) mobile systems requires measurements of artificial intelligence (AI) service…
EnglisharXiv cs.NI
PRB Starvation at Slot Time via Rank Indicator Inflation: Attacking Proportional Fair Memory in the Scheduler
arXiv:2611.07225v1 Announce Type: new Abstract: Proportional fair (PF) scheduling in fifth-generation (5G) New Radio (NR) ranks user equipment (UE) by instantan…
EnglisharXiv cs.NI
IRIS: Intelligent Random Access with Integrated Shared Learning for Decentralized LEO Direct-to-Satellite Uplinks
arXiv:2611.07201v1 Announce Type: new Abstract: Grant-free uplink access in low-Earth-orbit (LEO) non-terrestrial networks (NTNs) poses a coordination challenge…
EnglisharXiv cs.NI
A First Look at Starlink Maritime on Cruise Ships
arXiv:2611.07191v1 Announce Type: new Abstract: Low-Earth-Orbit (LEO) satellite networks are reshaping maritime connectivity, offering much lower latency and hi…
EnglisharXiv cs.NI
ReDrone5G: Field Trial Evaluation of Remote UAV Media and Control over Public and Private 5G Networks
arXiv:2611.07068v1 Announce Type: new Abstract: Drone-assisted live media production stresses cellular networks by combining high-rate uplink video, continuous …
EnglisharXiv cs.NI
Murmur: Efficient Long-Context ASR Inference with Hierarchical Chunking
arXiv:2606.01483v2 Announce Type: replace-cross Abstract: Long-form automatic speech recognition (ASR) requires both high accuracy and low inference latency, bu…
EnglisharXiv eess.AS
Improving the Clinical Generalizability of Machine Learning-Based Alzheimer's Disease Detection Across Domains and Modalities: A Comprehensive Review
arXiv:2611.08188v1 Announce Type: new Abstract: Objective: This review aims to provide a comprehensive synthesis of domain adaptation (DA) and domain general- i…
EnglisharXiv eess.AS
Joint Higher-Order Low-Rank Tensor Decompositions for Multichannel Acoustic System Compression
arXiv:2611.07975v1 Announce Type: new Abstract: Multichannel room impulse responses (RIRs) in acoustics are often long and therefore the sample count becomes la…
EnglisharXiv eess.AS
Auditory and Visual Virtualization in 6DoF XR: Effects on Plausibility and Dynamic Auditory Distance Perception
arXiv:2611.07612v1 Announce Type: new Abstract: Extended reality (XR) enables controlled yet naturalistic multisensory experiments, but its validity depends on …
EnglisharXiv eess.AS
FUSEMOS: Perceptual Evaluation of Text-to-Music Generation with Dual-Encoder Fusion and Ranking-Aware Composite Loss
arXiv:2611.07562v1 Announce Type: new Abstract: Perceptual evaluation of generated music is essential for developing text-to-music (TTM) generation systems. Exi…
EnglisharXiv eess.AS
A Unified Multi-Encoder Framework for Music Lyric Intelligibility Assessment: Bridging Invasive and Non-Invasive Paradigms
arXiv:2611.07485v1 Announce Type: new Abstract: Lyric intelligibility significantly impacts music engagement and comprehension, especially for hearing-impaired …
EnglisharXiv eess.AS
Sequential Change Point Detection for PSK Modulation Switching
arXiv:2610.14208v2 Announce Type: replace-cross Abstract: Transmitters in adaptive communication systems may switch their modulation scheme at an unknown time, …
EnglisharXiv eess.SP
Distributed Acoustic Sensing Over Deployed Telecommunication Fiber Networks: Challenges, Opportunities and Recent Advances
arXiv:2609.26136v2 Announce Type: replace Abstract: This paper discusses key challenges and opportunities associated with deploying distributed acoustic sensing…
EnglisharXiv eess.SP
Constrained Tensor Decomposition-Based Target Sensing for Sparse Non-Uniform Array-Enabled AFDM ISAC Systems
arXiv:2607.17589v2 Announce Type: replace Abstract: Sparse non-uniform array-enabled affine frequency division multiplexing (AFDM) is a promising candidate for …
EnglisharXiv eess.SP