Klara Nahrstedt

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 124

Top Venues

Publications

Bo Chen, Zhisheng Yan, Yinjie Zhang, Zhe Yang, Klara Nahrstedt
LiFteR: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing. NSDI (2024)
Roch Guérin, Amy McGovern, Klara Nahrstedt
Report on the NSF Workshop on Sustainable Computing for Sustainability (NSF WSCS 2024). CoRR (2024)
Xiaoyang Wang, Han Zhao, Klara Nahrstedt, Sanmi Koyejo
Personalized Federated Learning with Spurious Features: An Adversarial Approach. Trans. Mach. Learn. Res. 2024 (2024)
Bo Chen, Mingyuan Wu, Hongpeng Guo, Zhisheng Yan, Klara Nahrstedt
Vesper: Learning to Manage Uncertainty in Video Streaming. MMSys (2024)
Ahmadreza Eslaminia, Yuquan Meng, Klara Nahrstedt, Chenhui Shao
Federated Transfer Learning with Task Personalization for Condition Monitoring in Ultrasonic Metal Welding. CoRR (2024)
Bo Chen, Zhisheng Yan, Bo Han, Klara Nahrstedt
NeRFHub: A Context-Aware NeRF Serving Framework for Mobile Immersive Applications. MobiSys (2024)
Ragini Gupta, Beitong Tian, Yaohui Wang, Klara Nahrstedt
TWIN-ADAPT: Continuous Learning for Digital Twin-Enabled Online Anomaly Classification in IoT-Driven Smart Labs. Future Internet 16 (7) (2024)
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
FedCore: Straggler-Free Federated Learning with Distributed Coresets. CoRR (2024)
Mingyuan Wu, Zichuan Liu, Haozhen Zheng, Hongpeng Guo, Bo Chen, Xin Lu, Klara Nahrstedt
TraceNet: Segment one thing efficiently. CoRR (2024)
Xinyu Pi, Mingyuan Wu, Jize Jiang, Haozhen Zheng, Beitong Tian, Chengxiang Zhai, Klara Nahrstedt, Zhiting Hu
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models. CoRR (2024)
Ghada Elbez, Klara Nahrstedt, Veit Hagenmeyer
Early Attack Detection for Securing GOOSE Network Traffic. IEEE Trans. Smart Grid 15 (1) (2024)
Beitong Tian, Ahmadreza Eslaminia, Kuan-Chieh Lu, Yaohui Wang, Chenhui Shao, Klara Nahrstedt
WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System. UEMCON (2023)
Mingyuan Wu, Yuhan Lu, Shiv Trivedi, Bo Chen, Qian Zhou, Lingdong Wang, Simran Singh, Michael Zink, Ramesh K. Sitaraman, Jacob Chakareski, Klara Nahrstedt
Interactive Scene Graph Analysis for Future Intelligent Teleconferencing Systems. ISM (2023)
Qian Zhou, Mingyuan Wu, Yinjie Zhang, Michael Zink, Ramesh K. Sitaraman, Klara Nahrstedt
360TripleView: 360-Degree Video View Management System Driven by Convergence Value of Viewing Preferences. ISM (2023)
Hongpeng Guo, Beitong Tian, Zhe Yang, Bo Chen, Qian Zhou, Shengzhong Liu, Klara Nahrstedt, Claudiu Danilov
DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics. CoRR (2023)
Beitong Tian, Kuan-Chieh Lu, Ahmadreza Eslaminia, Yaohui Wang, Chenhui Shao, Klara Nahrstedt
WeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System. CoRR (2023)
Jude Battista, Klara Nahrstedt, Alfonso Valdes, Shane McFly
Alerga: Alert Aggregation and Reasoning in GOOSE Simulation Pipeline. SmartGridComm (2023)
Ragini Gupta, Beitong Tian, Klara Nahrstedt, Claudiu Danilov
RESONATE: Advancing Sustainability in IoT Networks through Smart and Selective Data Streaming. CIC (2023)
Yinjie Zhang, Mingyuan Wu, Beitong Tian, Jiaxi Li, Bo Chen, Qian Zhou, Klara Nahrstedt
SAVG360: Saliency-aware Viewport-guidance-enabled 360-video Streaming System. ISM (2023)
Qian Zhou, Michael Zink, Ramesh K. Sitaraman, Klara Nahrstedt
360TripleView: 360-Degree Video View Management System Driven by Convergence Value of Viewing Preferences. CoRR (2023)
Jiaxi Li, Jingwei Liao, Bo Chen, Anh Nguyen, Aditi Tiwari, Qian Zhou, Zhisheng Yan, Klara Nahrstedt
Latency-Aware 360-Degree Video Analytics Framework for First Responders Situational Awareness. NOSSDAV (2023)
Tarek F. Abdelzaher, Matthew Caesar, Charith Mendis, Klara Nahrstedt, Mani Srivastava, Minlan Yu
Challenges in Metaverse Research: An Internet of Things Perspective. MetaCom (2023)
Shivi Vats, Jounsup Park, Klara Nahrstedt, Michael Zink, Ramesh K. Sitaraman, Hermann Hellwagner
Semantic-Aware View Prediction for 360-Degree Videos at the 5G Edge. ISM (2022)
Ragini Gupta, Bo Chen, Shengzhong Liu, Tianshi Wang, Sandeep Singh Sandha, Abel Souza, Klara Nahrstedt, Tarek F. Abdelzaher, Mani B. Srivastava, Prashant J. Shenoy, Jeffrey Smith, Maggie B. Wigness, Niranjan Suri
DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows. ApPLIED@PODC (2022)
Ghada Elbez, Klara Nahrstedt, Veit Hagenmeyer
Early Detection of GOOSE Denial of Service (DoS) Attacks in IEC 61850 Substations. SmartGridComm (2022)
Bo Chen, Zhisheng Yan, Klara Nahrstedt
Context-aware image compression optimization for visual analytics offloading. MMSys (2022)
Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt
BoFL: bayesian optimized local training pace control for energy efficient federated learning. Middleware (2022)
Ahmed Ali-Eldin, Chirag Goel, Mayank Jha, Bo Chen, Klara Nahrstedt, Prashant J. Shenoy
CAVE: caching 360° videos at the edge. NOSSDAV (2022)
Gaoang Wang, Yibing Zhan, Xinchao Wang, Mingli Song, Klara Nahrstedt
Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection. CoRR (2022)
Qian Zhou, Zhe Yang, Hongpeng Guo, Beitong Tian, Klara Nahrstedt
360BroadView: Viewer Management for Viewport Prediction in 360-Degree Video Live Broadcast. MMAsia (2022)
Qian Zhou, Klara Nahrstedt
Ultra-Sparse 360-Degree Camera View Synthesis for Immersive Virtual Tourism. MIPR (2022)
Xiaoyang Wang, Klara Nahrstedt, Oluwasanmi Koyejo
Identifying Coarse-grained Independent Causal Mechanisms with Self-supervision. CLeaR (2022)
Klara Nahrstedt, Naresh R. Shanbhag, Vikram S. Adve, Nancy M. Amato, Romit Roy Choudhury, Carl A. Gunter, Nam Sung Kim, Olgica Milenkovic, Sayan Mitra, Lav R. Varshney, Yurii Vlasov, Sarita V. Adve, Rashid Bashir, Andreas Cangellaris, James DiCarlo, Katie Driggs Campbell, Nick Feamster, Mattia Gazzola, Karrie Karahalios, Sanmi Koyejo, Paul Kwiat, Bo Li, Negar Mehr, Ravish Mehra, Andrew Miller, Daniela Rus, Alexander G. Schwing, Anshumali Shrivastava
Coordinated Science Laboratory 70th Anniversary Symposium: The Future of Computing. CoRR (2022)
Gaoang Wang, Yibing Zhan, Xinchao Wang, Mingli Song, Klara Nahrstedt
Hierarchical Semi-supervised Contrastive Learning for Contamination-Resistant Anomaly Detection. ECCV (25) (2022)
Xiaoyang Wang, Bo Li, Yibo Zhang, Bhavya Kailkhura, Klara Nahrstedt
Robusta: Robust AutoML for Feature Selection via Reinforcement Learning. CoRR (2021)
Ragini Gupta, Klara Nahrstedt, Niranjan Suri, Jeffrey Smith
SVAD: End-to-End Sensory Data Analysis for IoBT-Driven Platforms. WF-IoT (2021)
Bo Chen, Zhisheng Yan, Hongpeng Guo, Zhe Yang, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt
Deep Contextualized Compressive Offloading for Images. SenSys (2021)
Hessam Moeini, Todd Nicholson, Klara Nahrstedt, Gianni Pezzarossi
ProvLet: A Provenance Management Service for Long Tail Microscopy Data. CoRR (2021)
Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge. CoRR (2021)
Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt
CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale. MMSys (2021)
Qian Zhou, Bo Chen, Zhe Yang, Hongpeng Guo, Klara Nahrstedt
360ViewPET: View Based Pose EsTimation for Ultra-Sparse 360-Degree Cameras. ISM (2021)
Beitong Tian, Zhe Yang, Hessam Moeini, Ragini Gupta, Patrick Su, Robert Kaufman, Mark McCollum, John Dallesasse, Klara Nahrstedt
SENSELET++: A Low-cost Internet of Things Sensing Platform for Academic Cleanrooms. MASS (2021)
Hadjer Benkraouda, Klara Nahrstedt
Image reconstruction attacks on distributed machine learning models. DistributedML@CoNEXT (2021)
Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge. SEC (2021)
Ayush Sarkar, John Murray, Mallesham Dasari, Michael Zink, Klara Nahrstedt
L3BOU: Low Latency, Low Bandwidth, Optimized Super-Resolution Backhaul for 360-Degree Video Streaming. ISM (2021)
Bo Chen, Klara Nahrstedt
EScALation: a framework for efficient and scalable spatio-temporal action localization. MMSys (2021)
Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt
CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale. CoRR (2021)
Tarek Elgamal, Klara Nahrstedt
Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves. CoRR (2020)
Kuan-Ying Lee, Andrrw Yoo, Jounsup Park, Klara Nahrstedt
Redefine the A in ABR for 360-degree Videos: A Flexible ABR Framework. ISM (2020)
Jounsup Park, Mingyuan Wu, Eric Lee, Klara Nahrstedt, Yash Shah, Arielle Rosenthal, John Murray, Kevin Spiteri, Michael Zink, Ramesh K. Sitaraman
Video 360 Content Navigation for Mobile HMD Devices. ACM Multimedia (2020)
Jounsup Park, Mingyuan Wu, Kuan-Ying Lee, Bo Chen, Klara Nahrstedt, Michael Zink, Ramesh K. Sitaraman
SEAWARE: Semantic Aware View Prediction System for 360-degree Video Streaming. ISM (2020)
Bo Chen, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt
Real-time Spatio-Temporal Action Localization in 360 Videos. ISM (2020)
Klara Nahrstedt
360-Video Navigation for 360-Multimedia Delivery Systems: Research Challenges and Opportunities. ACM Multimedia (2020)
Tarek Elgamal, Shu Shi, Varun Gupta, Rittwik Jana, Klara Nahrstedt
SiEVE: Semantically Encoded Video Analytics on Edge and Cloud. ICDCS (2020)
Tuo Yu, Haiming Jin, Klara Nahrstedt
Mobile Devices based Eavesdropping of Handwriting. IEEE Trans. Mob. Comput. 19 (7) (2020)
Randy Bryant, Mark D. Hill, Tom Kazior, Daniel Lee, Jie Liu, Klara Nahrstedt, Vijay Narayanan, Jan M. Rabaey, Hava T. Siegelmann, Naresh R. Shanbhag, Naveen Verma, H.-S. Philip Wong
Nanotechnology-inspired Information Processing Systems of the Future. CoRR (2020)
Klara Nahrstedt, Zhe Yang, Tuo Yu, Patrick Su, Robert Kaufman, I-Shan Chen, Steven Konstanty, Mark McCollum, John Dallesasse
Senselet: Distributed Sensing Infrastructure for Improving Process Control and Safety in Academic Cleanroom Environments. GetMobile Mob. Comput. Commun. 24 (2) (2020)
Tarek Elgamal, Shu Shi, Varun Gupta, Rittwik Jana, Klara Nahrstedt
SiEVE: Semantically Encoded Video Analytics on Edge and Cloud. CoRR (2020)
Tianyuan Liu, Hongpeng Guo, Claudiu Danilov, Klara Nahrstedt
A Privacy-preserving Data Collection and Processing Framework for Third-party UAV Services. TrustCom (2020)
Kevin Fu, Tadayoshi Kohno, Daniel Lopresti, Elizabeth D. Mynatt, Klara Nahrstedt, Shwetak N. Patel, Debra J. Richardson, Benjamin G. Zorn
Safety, Security, and Privacy Threats Posed by Accelerating Trends in the Internet of Things. CoRR (2020)
Atul Bohara, Jordi Ros-Giralt, Ghada Elbez, Alfonso Valdes, Klara Nahrstedt, William H. Sanders
ED4GAP: Efficient Detection for GOOSE-Based Poisoning Attacks on IEC 61850 Substations. SmartGridComm (2020)
Hongpeng Guo, Tianyuan Liu, King-Shan Lui, Claudiu Danilov, Klara Nahrstedt
Secure Broadcast Protocol for Unmanned Aerial Vehicle Swarms. ICCCN (2020)
Jiaying Liu, Wen-Huang Cheng, Klara Nahrstedt, Ramesh C. Jain, Elisa Ricci, Hyeran Byun
Coping with Pandemics: Opportunities and Challenges for AI Multimedia in the "New Normal". ACM Multimedia (2020)
Tarek Elgamal, Klara Nahrstedt
Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves. CCGRID (2020)
Tuo Yu, Haiming Jin, Klara Nahrstedt
ShoesLoc: In-Shoe Force Sensor-Based Indoor Walking Path Tracking. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (1) (2019)
Michael Zink, Ramesh K. Sitaraman, Klara Nahrstedt
Scalable 360° Video Stream Delivery: Challenges, Solutions, and Opportunities. Proc. IEEE 107 (4) (2019)
Zhe Yang, Phuong Nguyen, Haiming Jin, Klara Nahrstedt
MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows. ICDCS (2019)
Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang
Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium. INFOCOM (2019)
Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu
Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 18 (8) (2019)
Shih-Fu Chang, Alexander G. Hauptmann, Louis-Philippe Morency, Sameer K. Antani, Dick C. A. Bulterman, Carlos Busso, Joyce Yue Chai, Julia Hirschberg, Ramesh C. Jain, Ketan Mayer-Patel, Reuven Meth, Raymond Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR (2019)
Jounsup Park, Klara Nahrstedt
Navigation Graph for Tiled Media Streaming. ACM Multimedia (2019)
Bo Chen, Zhisheng Yan, Haiming Jin, Klara Nahrstedt
Event-driven stitching for tile-based live 360 video streaming. MMSys (2019)
Phuong Nguyen, Tarek Elgamal, Steven Konstanty, Todd Nicholson, Stuart Turner, Patrick Su, Klara Nahrstedt, Timothy Spila, Roy H. Campbell, John Dallesasse, Michael Chan, Kenton McHenry
BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments. ICNC (2019)
Tuo Yu, Klara Nahrstedt
ShoesHacker: Indoor Corridor Map and User Location Leakage through Force Sensors in Smart Shoes. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (3) (2019)
Haiming Jin, Baoxiang He, Lu Su, Klara Nahrstedt, Xinbing Wang
Data-Driven Pricing for Sensing Effort Elicitation in Mobile Crowd Sensing Systems. IEEE/ACM Trans. Netw. 27 (6) (2019)
Wenyu Ren, Tuo Yu, Timothy M. Yardley, Klara Nahrstedt
CAPTAR: Causal-Polytree-based Anomaly Reasoning for SCADA Networks. SmartGridComm (2019)
Bo Chen, Klara Nahrstedt
FIS: Facial Information Segmentation for Video Redaction. MIPR (2019)
Tuo Yu, Wenyu Ren, Klara Nahrstedt
MMLOC: multi-mode indoor localization system based on smart access points. MobiQuitous (2019)
Anh Nguyen, Zhisheng Yan, Klara Nahrstedt
Your Attention is Unique: Detecting 360-Degree Video Saliency in Head-Mounted Display for Head Movement Prediction. ACM Multimedia (2018)
Wenyu Ren, Timothy M. Yardley, Klara Nahrstedt
EDMAND: Edge-Based Multi-Level Anomaly Detection for SCADA Networks. SmartGridComm (2018)
Tarek F. Abdelzaher, Nora Ayanian, Tamer Basar, Suhas N. Diggavi, Jana Diesner, Deepak Ganesan, Ramesh Govindan, Susmit Jha, Tancrède Lepoint, Benjamin M. Marlin, Klara Nahrstedt, David M. Nicol, Raj Rajkumar, Stephen Russell, Sanjit A. Seshia, Fei Sha, Prashant J. Shenoy, Mani B. Srivastava, Gaurav S. Sukhatme, Ananthram Swami, Paulo Tabuada, Don Towsley, Nitin H. Vaidya, Venugopal V. Veeravalli
Will Distributed Computing Revolutionize Peace? The Emergence of Battlefield IoT. ICDCS (2018)
Hongpeng Guo, King-Shan Lui, Tianyuan Liu, Klara Nahrstedt
Resilient Data Collection Protocol with In-Network Processing for Oil and Gas Refinery Networks. ICNC (2018)
Haiming Jin, Hongpeng Guo, Klara Nahrstedt
Squadron: Incentivizing Quality-Aware Mission-Driven Crowd Sensing. FUSION (2018)
Tuo Yu, Haiming Jin, Klara Nahrstedt
Audio Based Handwriting Input for Tiny Mobile Devices. MIPR (2018)
Bo Chen, Klara Nahrstedt, Carl A. Gunter
ReSPonSe: Real-time, Secure, and Privacy-aware Video Redaction System. MobiQuitous (2018)
Tuo Yu, Haiming Jin, Wai-Tian Tan, Klara Nahrstedt
SKEPRID: Pose and Illumination Change-Resistant Skeleton-Based Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 14 (4) (2018)
Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt
Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems. IEEE/ACM Trans. Netw. 26 (5) (2018)
Tianyuan Liu, Avesta Hojjati, Adam Bates, Klara Nahrstedt
AliDrone: Enabling Trustworthy Proof-of-Alibi for Commercial Drone Compliance. ICDCS (2018)
Tarek Elgamal, Atul Sandur, Phuong Nguyen, Klara Nahrstedt, Gul Agha
DROPLET: Distributed Operator Placement for IoT Applications Spanning Edge and Cloud Resources. IEEE CLOUD (2018)
Tarek F. Abdelzaher, Nora Ayanian, Tamer Basar, Suhas N. Diggavi, Jana Diesner, Deepak Ganesan, Ramesh Govindan, Susmit Jha, Tancrède Lepoint, Benjamin M. Marlin, Klara Nahrstedt, David M. Nicol, Raj Rajkumar, Stephen Russell, Sanjit A. Seshia, Fei Sha, Prashant J. Shenoy, Mani B. Srivastava, Gaurav S. Sukhatme, Ananthram Swami, Paulo Tabuada, Don Towsley, Nitin H. Vaidya, Venugopal V. Veeravalli
Toward an Internet of Battlefield Things: A Resilience Perspective. Computer 51 (11) (2018)
Tarek Elgamal, Atul Sandur, Klara Nahrstedt, Gul Agha
Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement. CoRR (2018)
Klara Nahrstedt, Christos G. Cassandras, Charlie Catlett
City-Scale Intelligent Systems and Platforms. CoRR (2017)
Haiming Jin, Lu Su, Klara Nahrstedt
Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems. MobiHoc (2017)
Phuong Nguyen, Klara Nahrstedt
Crowdsensing in Opportunistic Mobile Social Networks: A Context-aware and Human-centric Approach. CoRR (2017)
Wenyu Ren, Timothy M. Yardley, Klara Nahrstedt
ISAAC: Intelligent synchrophasor data real-time compression framework for WAMS. SmartGridComm (2017)
Tarek Elgamal, Klara Nahrstedt
Multicamera Summarization of Rehabilitation Sessions in Home Environment. ACM Multimedia (2017)
Haiming Jin, Lu Su, Klara Nahrstedt
Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems. CoRR (2017)
Vasant G. Honavar, Katherine A. Yelick, Klara Nahrstedt, Holly E. Rushmeier, Jennifer Rexford, Mark D. Hill, Elizabeth Bradley, Elizabeth D. Mynatt
Advanced Cyberinfrastructure for Science, Engineering, and Public Policy. CoRR (2017)
Phuong Nguyen, Klara Nahrstedt
MONAD: Self-Adaptive Micro-Service Infrastructure for Heterogeneous Scientific Workflows. ICAC (2017)
Tarek Elgamal, Bo Chen, Klara Nahrstedt
Teleconsultant: Communication and Analysis of Wearable Videos in Emergency Medical Environments. ACM Multimedia (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Klara Nahrstedt