Multivariate Telemetry Data

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8 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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  1. Lingtai: What Concept Geometry Reveals--and Does Not Reveal--About LLM Inference

    Sep 30, 2026Jiangang ChenLLM Inference OptimizationSemantic Anchor

    Chengdu Beiluoshimen Technology Co., Ltd.

  2. APTInvestBench: Evaluating Autonomous APT Investigation under Varying Telemetry

    Sep 30, 2026Yu Wang, Shuhao Li, Tao Yin +4Multivariate Telemetry Data

    Zhongguancun Laboratory

  3. Physics-Attested Federated Learning: Securing Collaborative Anomaly Detection in Critical Water Infrastructure

    Sep 28, 2026Jeff Nijsse, Shu Su, Benjamin Oholeguy +1Federated LearningCyber-Physical System

    Department of Software Engineering, RMIT University, Hanoi, Vietnam · Department of Mathematical Sciences, Auckland University of Technology, New Zealand · Independent Researcher, New Zealand +1

  4. On the Effectiveness of Kernel-Level Evidence for Agent Security

    Sep 24, 2026Spencer King, Zhilu Zhang, Mikhail Kuznetsov +3Security EvaluationSecurity

    University of Georgia · Amazon Web Services

  5. Semantic Layer Induction from Raw Telemetry via Hierarchical LLM and RAG Abstraction

    Sep 17, 2026Yuanzhe Jia, Ali AnaissiMultivariate Telemetry DataInsights

    University of Sydney, Australia · University of Technology Sydney, Australia

  6. What a gated sensing pipeline never looks at: bandwidth reduction and the misses behind it

    Sep 14, 2026Raghu Venkat, Tricha AnjaliDetection PerformanceObject Detection

    Numberz.ai Inc., Alpharetta, GA

  7. A Graph-Based Approach for Mapping Kernel-Level Telemetry to MITRE ATT&CK

    Sep 14, 2026Matteo Lupinacci, Luigi Arena, Francesco Blefari +1Cyber Threat IntelligenceMultivariate Telemetry Data

    University of Calabria Rende, ITA

  8. Seeing is Not Believing: Breaking the Physical-to-Digital Trust Boundary in Robotics

    Sep 8, 2026Leming Shen, Shikai Geng, Yuanqing Zheng +1Robot Operating SystemMulti-Robot Systems

    University College London · The Hong Kong Polytechnic University

  9. TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis?

    Aug 8, 2026Yuxuan Zhu, Peng PuMultivariate Telemetry DataFault Diagnosis

    School of Data Science and Engineering East China Normal University Shanghai, China

  10. Beyond Foundation Models: Dimension-Aware Neural Architecture Search with Small-Data Representation Models for Cryocooler Lifetime Prediction

    Aug 7, 2026Gregor Molan, Grafika Jati, Francesco Barchi +3Time Series Foundation ModelsRepresentation Learning

    Comtrade 360 d.o.o., Letališka cesta 29b, Ljubljana, 1000, Slovenia · Comtrade AI GmbH, Grafenauweg 8, Zug, 6300, Switzerland · Alma Mater Studiorum – Università di Bologna, Department of Electrical, Electronic, and Information Engineering (DEI), Viale del Risorgimento 2, Bologna, 40136, Italy +2

  11. Predicting Deep Neural Network Training Outcomes from Early Training Telemetry

    Aug 4, 2026Ranjita Naik, Anh D. Nguyen, Pankaj Kumar SinghNeural Network TrainingEpoch

    Georgia Institute of Technology

  12. CENTILE: A Telemetry Foundation Model Evaluated by the Decisions It Drives

    Aug 3, 2026Zifan Zhang, Zhichao Hou, Tingxiang Ji +1Multivariate Telemetry DataShort-Horizon Forecasting

    Department of Computer Science, North Carolina State University, Raleigh, NC 27695, USA

  13. Agentic Cloud Decoys: A Deception-Driven Framework for Autonomous Intrusion Investigation

    Jul 27, 2026Mohan Manivannan, Dalal AlharthiMultivariate Telemetry DataIntrusion Detection

    College of Information Science University of Arizona Tucson, AZ, USA

  14. Invariant Discovery for Networked Systems

    Jul 24, 2026Hongyu Hè, Alexander Krentsel, Sylvia Ratnasamy +1DiscoveryMultivariate Telemetry Data

    Princeton University · UC Berkeley / Google

  15. ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring

    Jul 20, 2026Thu T. H. Doan, Mohammad Saiful Islam, Andriy Miranskyy +3Interpretable Anomaly DetectionMultivariate Telemetry Data

    Department of Computer Science, Gran Sasso Science Institute, L’Aquila, Italy · Department of Computer Science, Toronto Metropolitan University, Toronto, Canada · Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway +1

  16. How Far Can Root Cause Analysis Go on Real-World Telemetry Data?

    Jul 15, 2026Athira Gopal, Ashwanth KrishnanRoot Cause AnalysisMicroservices

    QPIAI India

  17. An Integrated Machine Learning and Hierarchical Variance Decomposition Pipeline for Student Performance Prediction and Metacognitive Calibration on Multi-Signal Telemetry

    Jun 27, 2026Gurdeep Singh VirdeePrediction ErrorMetacognition

    Fergana State Technical University, Uzbekistan

  18. CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks

    Jun 19, 2026Ashwin Vinod, Ying Ding, Elias Stengel-EskinMultivariate Telemetry DataIncomplete

    The University of Texas at Austin

  19. Detecting Hidden ML Training With Zero-Overhead Telemetry

    Jun 17, 2026Robi Rahman, Sabiha TajdariGraphics Processing Unit ResourcesNvidia

    Machine Intelligence Research Institute · University of Virginia

  20. Execution-bound advisory automation for agentic AI: a reproducible AIBOM-driven CSAF-VEX framework

    Jun 16, 2026Petar Radanliev, Omar Santos, Carsten Maple +1Security EvaluationRuntime Enforcement

    Department of Computer Sciences, University of Oxford, Wolfson Building, Parks Rd, Oxford OX1 3QG · The Alan Turing Institute, British Library, 96 Euston Rd., London NW1 2DB · Cisco Systems, RTP, North Carolina, United States +2

  21. Amnesia: A Stealthy Replay Attack on Continual Learning Dreams

    Jun 10, 2026Ahmed Sharshar, Naveen Kumar Kummari, Mohsen GuizaniContinual LearningModel Auditing

    Department of Computer Vision Mohamed bin Zayed University of Artificial Intelligence, AbuDhabi, UAE · Department of Machine Learning Mohamed bin Zayed University of Artificial Intelligence, AbuDhabi, UAE · Department of Machine Learning2026 Mohamed bin Zayed University of Artificial Intelligence, AbuDhabi, UAE

  22. Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents

    Jun 7, 2026Anastasiia Kuvshinova, Seungmin JinRoot Cause AnalysisReasoning Graphs

    HSE University Moscow, Russia

  23. DAST: A VLM-LLM Framework for Cross-Interface Anomaly Detection in O-RAN

    Jun 4, 2026Francesco Spinelli, Esteban Municio, Pau Baguer +2Interpretable Anomaly DetectionTime-Series Anomaly Detection

    i2CAT Foundation · NEC Laboratories Europe · ICREA

  24. Ultra-Reduced-Impact-Encased-Logging (URIEL): propose a new method for selective sustainable logging and post-harvest silvicultural treatment in tropical forest using airborne robotics systems

    May 26, 2026Daniel Albiero, Gelton Fernando de Morais, Daniela Han +11Forest BiomassForests

    School of Agricultural Engineering, University of Campinas (UNICAMP), Campinas, 13083-875, Brazil · School of Mechanical Engineering, University of Campinas (UNICAMP), Campinas, 13083-875, Brazil · Depart. of Agricultural, Forestry, Food and Environmental Sciences, University of Basilicata, Viale Dell'Ateneo Lucano 10, 85100, Italy +2

  25. Causal Anomaly Detection for Lithium-Ion Battery Degradation

    May 17, 2026Dieter W. Heermann, Hagen HeermannLithium-Ion BatteriesInterpretable Anomaly Detection

    Institute for Theoretical Physics, Heidelberg University, Philosophenweg 19, D-69120 Heidelberg, Germany · Intilion GmbH, Wollmarktstraße 115c, D-33098 Paderborn, Germany

  26. TopoEvo: A Topology-Aware Self-Evolving Multi-Agent Framework for Root Cause Analysis in Microservices

    May 15, 2026Junle Wang, Xingchuang Liao, Wenjun WuRoot Cause AnalysisMicroservices

    School of Artificial Intelligence, Beihang University Beijing, China

  27. A Multi-Head Attention Approach for SLA Compliance Monitoring in Data Centers

    May 6, 2026Omanshu ThapliyalComplianceData Centers

    Researcher, Strategic Data Solutions Lab Hitachi America Ltd. Santa Clara, USA

  28. Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense

    May 4, 2026Kerri Prinos, Lilianne Brush, Cameron Denton +5Agentic ControlLarge Language Model Agents

    Horizon3.ai San Francisco, CA

  29. Hybrid Visual Telemetry for Bandwidth-Constrained Robotic Vision: A Pilot Study with HEVC Base Video and JPEG ROI Stills

    May 3, 2026Natalia Trukhina, Vadim VashkelisVideo CodingUltra-Low Bitrates

    Embedded Intelligence Lab

  30. A Hierarchical Ensemble Pipeline for Anomaly Detection in ESA Satellite Telemetry

    Apr 22, 2026Lorenzo Riccardo Allegrini, Geremia PompeiMultivariate Telemetry DataEnsemble

    ContinualIST, Pisa, Italy · University of Pisa, Department of Computer Science, Pisa, Italy

  31. Do Masked Autoencoders Improve Downhole Prediction? An Empirical Study on Real Well Drilling Data

    Apr 21, 2026Aleksander Berezowski, Hassan Hassanzadeh, Gouri GindeDrilling Data3D Masked Autoencoders

    Schulich School of Engineering Department of Electrical and Software Engineering University of Calgary Calgary, Canada · Schulich School of Engineering Department of Chemical and Petroleum Engineering University of Calgary Calgary, Canada

  32. Veritas-RPM: Provenance-Guided Multi-Agent False Positive Suppression for Remote Patient Monitoring

    Apr 17, 2026Aswini Misro, Vikash Sharma, Shreyank N GowdaFalse-Negative RateMultivariate Telemetry Data

    YouDiagnose Limited / NHS, London, UK · YouDiagnose Limited, London, UK · School of Computer Science, University of Nottingham, Nottingham, UK

  33. Towards Trustworthy 6G Network Digital Twins: A Framework for Validating Counterfactual What-If Analysis in Edge Computing Resources

    Apr 16, 2026Julian Jimenez Agudelo, Paola Soto, Ayat Zaki-Hindi +5Cognitive Digital TwinsDigital Twins

    University of Antwerp - imec, IDLab, Belgium · Luxembourg Institute of Science and Technology (LIST), Luxembourg

  34. Towards Near-Real-Time Telemetry-Aware Routing with Neural Routing Algorithms

    Apr 3, 2026Andreas Boltres, Niklas Freymuth, Benjamin Schichtholz +2Bringing Network CodingNetwork Topology

    Autonomous Learning Robots, Karlsruhe Institute of Technology · Institute of Telematics, Karlsruhe Institute of Technology

  35. A global log for medical AI

    Oct 5, 2025Ayush Noori, Aaron E. Boussina, Hai Ho Bich +48Electronic Health RecordsMultivariate Telemetry Data