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Found 81 publication records. Showing 81 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Sandra Deepthy Siby, Sina Abdollahi, Mohammad Maheri, Marios Kogias, Hamed Haddadi |
GuaranTEE: Towards Attestable and Private ML with CCA.  |
EuroMLSys@EuroSys  |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Dejan Grubisic, Volker Seeker, Gabriel Synnaeve, Hugh Leather, John M. Mellor-Crummey, Chris Cummins |
Priority Sampling of Large Language Models for Compilers. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Konstantinos Papaioannou 0002, Thaleia Dimitra Doudali |
The Importance of Workload Choice in Evaluating LLM Inference Systems. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
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| 1 | Neil Hurley, Erika Duriakova, James Geraci, Diarmuid O'Reilly-Morgan, Elias Z. Tragos, Barry Smyth, Aonghus Lawlor |
ALS Algorithm for Robust and Communication-Efficient Federated Learning. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
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| 1 | Diarmuid O'Reilly-Morgan, Elias Z. Tragos, James Geraci, Qinqin Wang, Neil Hurley, Barry Smyth, Aonghus Lawlor |
A Hybrid Decentralised Learning Topology for Recommendations with Improved Privacy. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Yushan Huang, Josh Millar, Yuxuan Long, Yuchen Zhao, Hamed Haddadi |
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Connor Imes, Andrew Rittenbach, Peng Xie, Dong-In Kang, John Paul Walters, Stephen P. Crago |
Evaluating Deep Learning Recommendation Model Training Scalability with the Dynamic Opera Network. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Rahma Nouaji, Stella Bitchebe, Oana Balmau |
SpeedyLoader: Efficient Pipelining of Data Preprocessing and Machine Learning Training. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Houssem Eddine Souid, Lucas Ody, Youssef Achenchabe, Valentin Lemaire, Gianmarco Aversano, Sabri Skhiri |
Temporal Graph Generative Models: An empirical study. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed Menshawy, Zeeshan Nawaz, Mahmoud Fahmy |
Navigating Challenges and Technical Debt in Large Language Models Deployment. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Pol G. Recasens, Yue Zhu, Chen Wang 0039, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluis Berral |
Towards Pareto Optimal Throughput in Small Language Model Serving. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Ties Robroek, Ehsan Yousefzadeh-Asl-Miandoab, Pinar Tözün |
An Analysis of Collocation on GPUs for Deep Learning Training. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Abir Chebbi, Guido Kniesel, Nabil Abdennadher, Giovanna Dimarzo |
Enhancing Named Entity Recognition for Agricultural Commodity Monitoring with Large Language Models. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Petru Neague, Marcel Gregoriadis, Johan Pouwelse |
De-DSI: Decentralised Differentiable Search Index. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Bradley Aldous, Ahmed M. Abdelmoniem |
Comparative Profiling: Insights Into Latent Diffusion Model Training. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | |
Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024 |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Taiyi Wang, Eiko Yoneki |
IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Hamid Ghasemirahni, Alireza Farshin, Mariano Scazzariello, Marco Chiesa, Dejan Kostic |
Deploying Stateful Network Functions Efficiently using Large Language Models. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Foteini Strati, Paul Elvinger, Tolga Kerimoglu, Ana Klimovic |
ML Training with Cloud GPU Shortages: Is Cross-Region the Answer? |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Georgia Christofidi, Thaleia Dimitra Doudali |
Do Predictors for Resource Overcommitment Even Predict? |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Kouider Chadli, Goetz Botterweck, Takfarinas Saber |
The Environmental Cost of Engineering Machine Learning-Enabled Systems: A Mapping Study. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou 0001 |
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang |
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Yongjun He, Yao Lu, Gustavo Alonso |
Deferred Continuous Batching in Resource-Efficient Large Language Model Serving. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Connor Espenshade, Rachel Peng, Eumin Hong, Max Calman, Yue Zhu, Pritish Parida, Eun Kyung Lee, Martha A. Kim |
Characterizing Training Performance and Energy for Foundation Models and Image Classifiers on Multi-Instance GPUs. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Keshav Santhanam, Deepti Raghavan, Muhammad Shahir Rahman, Thejas Venkatesh, Neha Kunjal, Pratiksha Thaker, Philip Alexander Levis, Matei Zaharia |
ALTO: An Efficient Network Orchestrator for Compound AI Systems. |
EuroMLSys@EuroSys |
2024 |
DBLP DOI BibTeX RDF |
|
| 1 | Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker |
TSMix: time series data augmentation by mixing sources. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Eiko Yoneki, Luigi Nardi (eds.) |
Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023 |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma 0001, Milos Vujasinovic |
Decentralized Learning Made Easy with DecentralizePy. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Theophilus A. Benson |
Illuminating the hidden challenges of data-driven CDNs. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Alex Iacob, Pedro Porto Buarque de Gusmão, Nicholas D. Lane |
Can Fair Federated Learning Reduce the need for Personalisation? |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ming-Chuan Wu, Manuel Bähr, Nils Braun, Katrin Honauer |
Actionable Data Insights for Machine Learning. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoph Schulte, Sven Wagner, Armin Runge, Dimitrios Bariamis, Barbara Hammer |
Best of both, Structured and Unstructured Sparsity in Neural Networks. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Maximilian Böther, Foteini Strati, Viktor Gsteiger, Ana Klimovic |
Towards A Platform and Benchmark Suite for Model Training on Dynamic Datasets. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ravi Kumar Singh, Mayank Mishra, Rekha Singhal |
Scalable High-Performance Architecture for Evolving Recommender System. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker |
FoldFormer: sequence folding and seasonal attention for fine-grained long-term FaaS forecasting. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Norah Alballa, Marco Canini |
A First Look at the Impact of Distillation Hyper-Parameters in Federated Knowledge Distillation. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ousmane Touat, Sara Bouchenak |
Towards Robust and Bias-free Federated Learning. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Muhammad Sabih, Mikail Yayla, Frank Hannig, Jürgen Teich, Jian-Jia Chen |
Robust and Tiny Binary Neural Networks using Gradient-based Explainability Methods. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrei Paleyes, Neil David Lawrence |
Causal fault localisation in dataflow systems. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ehsan Yousefzadeh-Asl-Miandoab, Ties Robroek, Pinar Tözün |
Profiling and Monitoring Deep Learning Training Tasks. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Guoliang He, Zak Singh, Eiko Yoneki |
MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Minh Tri Le, Julyan Arbel |
TinyMLOps for real-time ultra-low power MCUs applied to frame-based event classification. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Chenyang Ma, Xinchi Qiu, Daniel J. Beutel, Nicholas D. Lane |
Gradient-less Federated Gradient Boosting Tree with Learnable Learning Rates. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongrui Shi, Valentin Radu, Po Yang 0001 |
Distributed Training for Speech Recognition using Local Knowledge Aggregation and Knowledge Distillation in Heterogeneous Systems. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Dongqi Cai, Yaozong Wu, Haitao Yuan 0002, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu |
Towards Practical Few-shot Federated NLP. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Georgia Christofidi, Konstantinos Papaioannou 0002, Thaleia Dimitra Doudali |
Toward Pattern-based Model Selection for Cloud Resource Forecasting. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Ravi Kumar Singh, Mayank Mishra, Rekha Singhal |
Accelerating Model Training: Performance Antipatterns Eliminator Framework. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi |
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems. |
EuroMLSys@EuroSys |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongrui Shi, Valentin Radu |
Data selection for efficient model update in federated learning. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sami Alabed, Eiko Yoneki |
BoGraph: structured bayesian optimization from logs for expensive systems with many parameters. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Guilherme H. Apostolo, Pablo Bauszat, Vinod Nigade, Henri E. Bal, Lin Wang 0015 |
Live video analytics as a service. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Filip Svoboda, Javier Fernández-Marqués, Edgar Liberis, Nicholas D. Lane |
Deep learning on microcontrollers: a study on deployment costs and challenges. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Davide Sanvito, Giuseppe Siracusano, Sharan Santhanam, Roberto Gonzalez, Roberto Bifulco |
syslrn: learning what to monitor for efficient anomaly detection. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahmed M. Abdelmoniem, Chen-Yu Ho 0001, Pantelis Papageorgiou, Marco Canini |
Empirical analysis of federated learning in heterogeneous environments. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Shay Vargaftik, Yaniv Ben-Itzhak |
Efficient multiclass classification with duet. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Kai-Hsun Chen, Huan-Ping Su, Wei-Chiu Chuang, Hung-Chang Hsiao, Wangda Tan, Zhankun Tang, Xun Liu, Yanbo Liang, Wen-Chih Lo, Wanqiang Ji, Byron Hsu, Keqiu Hu, HuiYang Jian, Quan Zhou, Chien-Min Wang |
Apache submarine: a unified machine learning platform made simple. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Nasrullah Sheikh, Xiao Qin 0003, Berthold Reinwald, Chuan Lei |
Scaling knowledge graph embedding models for link prediction. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang 0039, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer |
Reinforcement learning for resource management in multi-tenant serverless platforms. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Eiko Yoneki, Luigi Nardi (eds.) |
EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022 |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Yibo Guo, An Wang 0002 |
dSyncPS: delayed synchronization for dynamic deployment of distributed machine learning. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mengying Zhou, Zheng Li, Shihan Lin, Xin Wang 0002, Yang Chen 0001 |
FlexHTTP: an intelligent and scalable HTTP version selection system. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Muhammad Sabih, Frank Hannig, Jürgen Teich |
DyFiP: explainable AI-based dynamic filter pruning of convolutional neural networks. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Deepak-George Thomas, Tichakorn Wongpiromsarn, Ali Jannesari |
Temporal shift reinforcement learning. |
EuroMLSys@EuroSys |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin 0016 |
DISC: A Dynamic Shape Compiler for Machine Learning Workloads. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Gagan Somashekar, Anshul Gandhi |
Towards Optimal Configuration of Microservices. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Goodman, Adam Craig Pocock, Jason Peck, Guy L. Steele Jr. |
Vate: Runtime Adaptable Probabilistic Programming for Java. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Wang, Simone Ferlin, Marco Chiesa |
Predicting CPU usage for proactive autoscaling. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Iulia Paun, Yashar Moshfeghi, Nikos Ntarmos |
Are we there yet? Estimating Training Time for Recommendation Systems. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling |
AutoAblation: Automated Parallel Ablation Studies for Deep Learning. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Edgar Liberis, Lukasz Dudziak, Nicholas D. Lane |
μNAS: Constrained Neural Architecture Search for Microcontrollers. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Ethan Bayne, Xavier J. A. Bellekens |
Developing a Siamese Network for Intrusion Detection Systems. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Octavian Machidon, Davor Sluga, Veljko Pejovic |
Queen Jane Approximately: Enabling Efficient Neural Network Inference with Context-Adaptivity. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov |
DPD-InfoGAN: Differentially Private Distributed InfoGAN. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Keshav Santhanam, Siddharth Krishna 0001, Ryota Tomioka, Andrew W. Fitzgibbon, Tim Harris 0001 |
DistIR: An Intermediate Representation for Optimizing Distributed Neural Networks. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Rik Mulder, Valentin Radu, Christophe Dubach |
Fast Optimisation of Convolutional Neural Network Inference using System Performance Models. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel Mendoza, Francisco Romero, Qian Li 0027, Neeraja J. Yadwadkar, Christos Kozyrakis |
Interference-Aware Scheduling for Inference Serving. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Thomas Schmied, Diego Didona, Andreas C. Döring, Thomas P. Parnell, Nikolas Ioannou |
Towards a General Framework for ML-based Self-tuning Databases. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sami Alabed, Eiko Yoneki |
High-Dimensional Bayesian Optimization with Multi-Task Learning for RocksDB. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Ahmed M. Abdelmoniem, Marco Canini |
Towards Mitigating Device Heterogeneity in Federated Learning via Adaptive Model Quantization. |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
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| 1 | Eiko Yoneki, Paul Patras (eds.) |
EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021 |
EuroMLSys@EuroSys |
2021 |
DBLP DOI BibTeX RDF |
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