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369 Publications
2024 | Conference Paper | LibreCat-ID: 50807
Hu H, Liu F, Pei Q, Yuan Y, Xu Z, Wang L. 𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. In: Proceedings of the ACM Web Conference (WWW). ACM; 2024. doi:10.1145/3589334.3645383
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2024 | Journal Article | LibreCat-ID: 53531
Ghafouri S, Razavi K, Salmani M, et al. IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency. Journal of Systems Research (JSys).
LibreCat
2024 | Conference Paper | LibreCat-ID: 55365
Razavi K, Davari Fard S, Karlos G, Nigade V, Mühlhäuser M, Wang L. NetNN: Neural Intrusion Detection System in Programmable Networks (Second Best Paper Award). In: Proceedings of the IEEE International Symposium on Computers and Communications (ISCC). ; 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 53095
Razavi K, Ghafouri S, Mühlhäuser M, Jamshidi P, Wang L. Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. In: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. ACM; 2024. doi:10.1145/3642970.365583
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2024 | Conference Paper | LibreCat-ID: 50066
Dou F, Wang L, Chen S, Liu F. X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. In: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE. doi:10.1109/INFOCOM52122.2024.10621341
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2024 | Conference Paper | LibreCat-ID: 53807
Liu G, Nigade V, Bal H, Wang L. A Little Certainty is All We Need: Discovery and Synchronization Acceleration in Battery-Free IoT. In: Proceedings of the 8th ACM Asia Pacific Workshop on Networking (APNET). ; 2024. doi:10.1145/3663408.3663414
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2024 | Conference Paper | LibreCat-ID: 55366
Karlos G, Bal H, Wang L. NetCL: A Unified Programming Framework for In-Network Computing. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC). ; 2024.
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2024 | Journal Article | LibreCat-ID: 55364
Liu G, Wang L. Data On the Go: Seamless Data Routing for Intermittently-Powered Battery-Free Sensing. IEEE Transactions on Mobile Computing (TMC). Published online 2024. doi:10.1109/TMC.2024.3429636
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2024 | Conference Paper | LibreCat-ID: 50065
Blöcher M, Nedderhut N, Chuprikov P, Khalili R, Eugster P, Wang L. Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. In: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE. doi:10.1109/INFOCOM52122.2024.10621125
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2024 | Conference Paper | LibreCat-ID: 56689
Pei Q, Wang L, Zhang D, Yan B, Yu C, Liu F. InferCool: Enhancing AI Inference Cooling through Transparent, Non-Intrusive Task Reassignment. In: Proceedings of the 15th ACM Symposium on Cloud Computing (SoCC). ; 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 59074
Hu J, Wang L, Wu J, Pei Q, Liu F, Li B. A Comparative Measurement Study of Cross-Layer 5G Performance Under Different Mobility Scenarios. Computer Networks. 2024;257. doi:10.1016/j.comnet.2024.110952
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2022 | Dissertation | LibreCat-ID: 29672
Schneider SB. Network and Service Coordination: Conventional and Machine Learning Approaches".; 2022. doi:10.17619/UNIPB/1-1276
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2022 | Conference Paper | LibreCat-ID: 30236 | 
Schneider SB, Werner S, Khalili R, Hecker A, Karl H. mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. In: IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE; 2022.
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2022 | Conference Paper | LibreCat-ID: 32811
Redder A, Ramaswamy A, Karl H. Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. In: Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. ; 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 30793
Redder A, Ramaswamy A, Karl H. Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2022. doi:10.5220/0010845400003116
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| DOI
2022 | Journal Article | LibreCat-ID: 32854
Redder A, Ramaswamy A, Karl H. Practical Network Conditions for the Convergence of Distributed Optimization. IFAC-PapersOnLine. 2022;55(13):133–138.
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2022 | Conference Paper | LibreCat-ID: 29220 |
Werner S, Schneider SB, Karl H. Use What You Know: Network and Service Coordination Beyond Certainty. In: IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE; 2022.
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2021 | Conference Paper | LibreCat-ID: 20125
Hasnain A, Karl H. Learning Flow Scheduling. In: 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC). IEEE Computer Society. doi:https://doi.org/10.1109/CCNC49032.2021.9369514
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