Robert Birke - RankMe

162 papers A* 8A 12B 23C 9Misc 3Journal 58Unranked 46

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comprehensive performance evaluation of TEEs for confidential DNA alignment. Future Gener. Comput. Syst. Lorenzo Brescia, Iacopo Colonnelli, Robert Birke, Valerio Schiavoni, Pascal Felber, Marco Aldinucci
2026	J	`jnl`	Inference performance of large language models on a 64-core RISC-V CPU with silicon-enabled vectors. Future Gener. Comput. Syst. Adriano Marques Garcia, Giulio Malenza, Robert Birke, Marco Aldinucci
2026	J	`jnl`	TMPDiff: Temporal Mixed-Precision for Diffusion Models. CoRR Basile Lewandowski, Simon Kurz, Aditya Shankar, Robert Birke, Jian-Jia Chen, Lydia Y. Chen
2025	J	`jnl`	A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. ACM Comput. Surv. Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke, Stefania Perri
2025	J	`jnl`	Analysis of Model Parallelism for AI Applications on a 64-core RV64 Server CPU. Int. J. Parallel Program. Giulio Malenza, Adriano Marques Garcia, Robert Birke, Luca Benini, Marco Aldinucci
2025	—	`conf`	BatMan-CLR: Making Few-Shots Meta-learners Resilient Against Label Noise. ECML/PKDD (6) Jeroen M. Galjaard, Robert Birke, Juan F. Pérez, Lydia Y. Chen
2025	—	`conf`	Benchmarking Federated Learning Frameworks' Scalability. BigHPC@ITADATA Gianluca Mittone, Samuele Fonio, Robert Birke, Marco Aldinucci
2025	J	`jnl`	Building an Accelerated OpenFOAM Proof-of-Concept Application using Modern C++. CoRR Giulio Malenza, Giovanni Stabile, Filippo Spiga, Robert Birke, Marco Aldinucci
2025	J	`jnl`	Exploring energy consumption of AI frameworks on a 64-core RV64 Server CPU. CoRR Giulio Malenza, Francesco Targa, Adriano Marques Garcia, Marco Aldinucci, Robert Birke
2025	C	`conf`	HPC4AI@UNITO: A Use Case For Datacenter Digital Twin. PDP Viviana Vaccaro, Robert Birke, Lavinia Chiara Tagliabue, Sergio Rabellino, Marco Aldinucci
2025	J	`jnl`	Match & Choose: Model Selection Framework for Fine-tuning Text-to-Image Diffusion Models. CoRR Basile Lewandowski, Robert Birke, Lydia Y. Chen
2025	J	`jnl`	Optimization-Free Universal Watermark Forgery with Regenerative Diffusion Models. CoRR Chaoyi Zhu, Zaitang Li, Renyi Yang, Robert Birke, Pin-Yu Chen, Tsung-Yi Ho, Lydia Y. Chen
2025	J	`jnl`	Performance Portability Assessment in Gaia. IEEE Trans. Parallel Distributed Syst. Giulio Malenza, Valentina Cesare, Marco Edoardo Santimaria, Robert Birke, Alberto Vecchiato, Ugo Becciani, Marco Aldinucci
2025	—	`conf`	Single-Fold Distillation for Diffusion Models. ECML/PKDD (2) Chi Hong, Jiyue Huang, Robert Birke, Dick H. J. Epema, Stefanie Roos, Lydia Y. Chen
2025	A*	`conf`	TabWak: A Watermark for Tabular Diffusion Models. ICLR Chaoyi Zhu, Jiayi Tang, Jeroen M. Galjaard, Pin-Yu Chen, Robert Birke, Cornelis Bos, Lydia Y. Chen
2025	—	`conf`	TabuLa: Harnessing Language Models for Tabular Data Synthesis. PAKDD (5) Zilong Zhao, Robert Birke, Lydia Y. Chen
2024	—	`conf`	A Performance Analysis for Confidential Federated Learning. SP (Workshops) Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci
2024	—	`conf`	Assessing Large Language Models Inference Performance on a 64-core RISC-V CPU with Silicon-Enabled Vectors. BigHPC@itaDATA Adriano Marques Garcia, Giulio Malenza, Robert Birke, Marco Aldinucci
2024	B	`conf`	CLUES: Collusive Theft of Conditional Generative Adversarial Networks. SRDS Simon Queyrut, Valerio Schiavoni, Lydia Y. Chen, Pascal Felber, Robert Birke
2024	J	`jnl`	CTAB-GAN+: enhancing tabular data synthesis. Frontiers Big Data Zilong Zhao, Aditya Kunar, Robert Birke, Hiek Van der Scheer, Lydia Y. Chen
2024	—	`conf`	DALLMi: Domain Adaption for LLM-Based Multi-label Classifier. PAKDD (3) Miruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen
2024	J	`jnl`	DALLMi: Domain Adaption for LLM-based Multi-label Classifier. CoRR Miruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen
2024	J	`jnl`	Guest Editorial: Special section on Networks, Systems, and Services Operations and Management Through Intelligence. IEEE Trans. Netw. Serv. Manag. Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova
2024	—	`conf`	On Dark Knowledge for Distilling Generators. PAKDD (2) Chi Hong, Robert Birke, Pin-Yu Chen, Lydia Y. Chen
2024	—	`conf`	Performance portability via C++ PSTL, SYCL, OpenMP, and HIP: the Gaia AVU-GSR case study. SC Workshops Giulio Malenza, Valentina Cesare, Marco Edoardo Santimaria, Robert Birke, Alberto Vecchiato, Ugo Becciani, Marco Aldinucci
2024	J	`jnl`	SFDDM: Single-fold Distillation for Diffusion models. CoRR Chi Hong, Jiyue Huang, Robert Birke, Dick H. J. Epema, Stefanie Roos, Lydia Y. Chen
2023	B	`conf`	A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum. COMPSAC Marco Aldinucci, Robert Birke, Antonio Brogi, Emanuele Carlini, Massimo Coppola, Marco Danelutto, Patrizio Dazzi, Luca Ferrucci, Stefano Forti, Hanna Kavalionak, Gabriele Mencagli, Matteo Mordacchini, Marcelo Pasin, Federica Paganelli, Massimo Torquati
2023	J	`jnl`	A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. CoRR Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Stefania Perri, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke
2023	J	`jnl`	BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise. CoRR Jeroen M. Galjaard, Robert Birke, Juan F. Pérez, Lydia Y. Chen
2023	Misc	`conf`	Distributed Edge Inference: an Experimental Study on Multiview Detection. UCC Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke
2023	—	`conf`	Efficiently Distributed Federated Learning. Euro-Par Workshops Gianluca Mittone, Robert Birke, Marco Aldinucci
2023	J	`jnl`	Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning. CoRR Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci
2023	—	`conf`	Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning. CF Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medic, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci
2023	—	`conf`	Exploring and Exploiting Data-Free Model Stealing. ECML/PKDD (5) Chi Hong, Jiyue Huang, Robert Birke, Lydia Y. Chen
2023	A	`conf`	FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. CIKM Zilong Zhao, Robert Birke, Lydia Y. Chen
2023	B	`conf`	GDTS: GAN-Based Distributed Tabular Synthesizer. CLOUD Zilong Zhao, Robert Birke, Lydia Y. Chen
2023	J	`jnl`	Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. IEEE Trans. Netw. Serv. Manag. Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
2023	—	`conf`	Model-Agnostic Federated Learning. Euro-Par Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci
2023	J	`jnl`	Model-Agnostic Federated Learning. CoRR Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci
2023	—	`conf`	RISC-V-Based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters. SAMOS William Fornaciari, Federico Reghenzani, Federico Terraneo, Davide Baroffio, Cecilia Metra, Martin Omaña, Josie E. Rodriguez Condia, Matteo Sonza Reorda, Robert Birke, Iacopo Colonnelli, Gianluca Mittone, Marco Aldinucci, Gabriele Mencagli, Francesco Iannone, Filippo Palombi, Giuseppe Zummo, Daniele Cesarini, Federico Tesser
2023	A	`conf`	Robust Learning via Golden Symmetric Loss of (un)Trusted Labels. SDM Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2023	J	`jnl`	TabuLa: Harnessing Language Models for Tabular Data Synthesis. CoRR Zilong Zhao, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	CTAB-GAN+: Enhancing Tabular Data Synthesis. CoRR Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	FCT-GAN: Enhancing Table Synthesis via Fourier Transform. CoRR Zilong Zhao, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. IEEE Trans. Netw. Serv. Manag. Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
2022	—	`conf`	LABNET: A Collaborative Method for DNN Training and Label Aggregation. ICAART (2) Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	Memory-aware and context-aware multi-DNN inference on the edge. Pervasive Mob. Comput. Bart Cox, Robert Birke, Lydia Y. Chen
2022	C	`conf`	Multi Label Loss Correction against Missing and Corrupted Labels. ACML Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2022	B	`conf`	Performance Modeling for Short-Term Cache Allocation. ICPP Christopher Stewart, Nathaniel Morris, Lydia Y. Chen, Robert Birke
2022	B	`conf`	Permutation-Invariant Tabular Data Synthesis. IEEE Big Data Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen
2022	J	`jnl`	Permutation-Invariant Tabular Data Synthesis. CoRR Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen
2022	C	`conf`	Trusted Loss Correction for Noisy Multi-Label Learning. ACML Amirmasoud Ghiassi, Cosmin Octavian Pene, Robert Birke, Lydia Y. Chen
2021	—	`conf`	Artifact: Masa: Responsive Multi-DNN Inference on the Edge. PerCom Workshops Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2021	C	`conf`	CTAB-GAN: Effective Table Data Synthesizing. ACML Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen
2021	J	`jnl`	CTAB-GAN: Effective Table Data Synthesizing. CoRR Zilong Zhao, Aditya Kunar, Hiek Van der Scheer, Robert Birke, Lydia Y. Chen
2021	J	`jnl`	DTGAN: Differential Private Training for Tabular GANs. CoRR Aditya Kunar, Robert Birke, Zilong Zhao, Lydia Y. Chen
2021	J	`jnl`	Enhancing Robustness of On-Line Learning Models on Highly Noisy Data. IEEE Trans. Dependable Secur. Comput. Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen
2021	J	`jnl`	Enhancing Robustness of On-line Learning Models on Highly Noisy Data. CoRR Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen
2021	C	`conf`	Evaluation of Networking Options for Containerized Deployment of Real-Time Applications. ETFA Giuliano Albanese, Robert Birke, Georgia Giannopoulou, Sandro Schönborn, Thanikesavan Sivanthi
2021	J	`jnl`	Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data. CoRR Zilong Zhao, Robert Birke, Aditya Kunar, Lydia Y. Chen
2021	J	`jnl`	Guest Editorial: Special Section on Embracing Artificial Intelligence for Network and Service Management. IEEE Trans. Netw. Serv. Manag. Hanan Lutfiyya, Robert Birke, Giuliano Casale, Amogh Dhamdhere, Jinho Hwang, Takeru Inoue, Neeraj Kumar, Deepak Puthal, Nur Zincir-Heywood
2021	B	`conf`	LABELNET: Recovering Noisy Labels. IJCNN Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen
2021	A*	`conf`	Masa: Responsive Multi-DNN Inference on the Edge. PerCom Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2021	—	`conf`	MemA: Fast Inference of Multiple Deep Models. PerCom Workshops Jeroen Galjaard, Bart Cox, Amirmasoud Ghiassi, Lydia Y. Chen, Robert Birke
2021	J	`jnl`	Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators. CoRR Cosmin Octavian Pene, Amirmasoud Ghiassi, Taraneh Younesian, Robert Birke, Lydia Y. Chen
2021	A*	`conf`	Online Label Aggregation: A Variational Bayesian Approach. WWW Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen
2021	C	`conf`	QActor: Active Learning on Noisy Labels. ACML Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2021	C	`conf`	TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise. BDCAT Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2021	J	`jnl`	sPARE: Partial Replication for Multi-Tier Applications in the Cloud. IEEE Trans. Serv. Comput. Robert Birke, Juan F. Pérez, Zhan Qiu, Mathias Björkqvist, Lydia Y. Chen
2020	Misc	`conf`	Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model. ICASSP Shuyu Lin, Ronald Clark, Robert Birke, Sandro Schönborn, Niki Trigoni, Stephen J. Roberts
2020	—	`conf`	End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models. CogMI Taraneh Younesian, Chi Hong, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2020	J	`jnl`	End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models. CoRR Taraneh Younesian, Chi Hong, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2020	J	`jnl`	ExpertNet: Adversarial Learning and Recovery Against Noisy Labels. CoRR Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen
2020	J	`jnl`	Making Neighbors Quiet: An Approach to Detect Virtual Resource Contention. IEEE Trans. Serv. Comput. Joel Vallone, Robert Birke, Lydia Y. Chen
2020	A	`conf`	PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters. Middleware Isabelly Rocha, Nathaniel Morris, Lydia Y. Chen, Pascal Felber, Robert Birke, Valerio Schiavoni
2020	J	`jnl`	PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters. CoRR Isabelly Rocha, Nathaniel Morris, Lydia Y. Chen, Pascal Felber, Robert Birke, Valerio Schiavoni
2020	J	`jnl`	QActor: On-line Active Learning for Noisy Labeled Stream Data. CoRR Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen
2020	J	`jnl`	TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise. CoRR Amirmasoud Ghiassi, Taraneh Younesian, Robert Birke, Lydia Y. Chen
2019	—	`conf`	Chisel: Reshaping Queries to Trim Latency in Key-Value Stores. ICAC Robert Birke, Juan F. Pérez, Sonia Ben Mokhtar, Navaneeth Rameshan, Lydia Y. Chen
2019	A	`conf`	Differential Approximation and Sprinting for Multi-Priority Big Data Engines. Middleware Robert Birke, Isabelly Rocha, Juan F. Pérez, Valerio Schiavoni, Pascal Felber, Lydia Y. Chen
2019	J	`jnl`	Differential Approximation and Sprinting for Multi-Priority Big Data Engines. CoRR Robert Birke, Isabelly Rocha, Juan F. Pérez, Valerio Schiavoni, Pascal Felber, Lydia Y. Chen
2019	—	`conf`	Exploring Deep Reinforcement Learning for Autonomous Powerline Tracking. INFOCOM Workshops Panin Pienroj, Sandro Schönborn, Robert Birke
2019	—	`conf`	Learning Semantically Meaningful Embeddings Using Linear Constraints. CVPR Workshops Shuyu Lin, Bo Yang, Robert Birke, Ronald Clark
2019	J	`jnl`	RAD: On-line Anomaly Detection for Highly Unreliable Data. CoRR Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen
2019	—	`conf`	Robust (Deep) Learning Framework Against Dirty Labels and Beyond. TPS-ISA Amirmasoud Ghiassi, Taraneh Younesian, Zilong Zhao, Robert Birke, Valerio Schiavoni, Lydia Y. Chen
2019	A	`conf`	Robust Anomaly Detection on Unreliable Data. DSN Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen
2019	—	`conf`	WiSE-ALE: Wide Sample Estimator for Aggregate Latent Embedding. DGS@ICLR Shuyu Lin, Ronald Clark, Robert Birke, Niki Trigoni, Stephen J. Roberts
2019	J	`jnl`	WiSE-VAE: Wide Sample Estimator VAE. CoRR Shuyu Lin, Ronald Clark, Robert Birke, Niki Trigoni, Stephen J. Roberts
2018	B	`conf`	Competition: Energy-Efficient Many-to-Many Communication with Channel-Hopping. EWSN Philipp Sommer, Yvonne-Anne Pignolet, Stevan Marinkovic, Aurelien Monot, Maelle Kabir-Querrec, Robert Birke
2018	J	`jnl`	Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability. ACM Trans. Auton. Adapt. Syst. Cheng Wang, Bhuvan Urgaonkar, George Kesidis, Aayush Gupta, Lydia Y. Chen, Robert Birke
2018	A	`conf`	Model-driven computational sprinting. EuroSys Nathaniel Morris, Christopher Stewart, Lydia Y. Chen, Robert Birke, Jaimie Kelley
2018	J	`jnl`	Optimizing for Tail Sojourn Times of Cloud Clusters. IEEE Trans. Cloud Comput. Mathias Björkqvist, Natarajan Gautam, Robert Birke, Lydia Y. Chen, Walter Binder
2018	—	`conf`	SmallTail: Scaling Cores and Probabilistic Cloning Requests for Web Systems. ICAC Ewnetu Bayuh Lakew, Robert Birke, Juan F. Pérez, Erik Elmroth, Lydia Y. Chen
2018	J	`jnl`	Spatial-Temporal Prediction Models for Active Ticket Managing in Data Centers. IEEE Trans. Netw. Serv. Manag. Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni
2017	—	`conf`	AccStream: Accuracy-Aware Overload Management for Stream Processing Systems. ICAC Haiyang Sun, Robert Birke, Walter Binder, Mathias Björkqvist, Lydia Y. Chen
2017	J	`jnl`	Bringing 5G into Rural and Low-Income Areas: Is It Feasible? IEEE Commun. Stand. Mag. Luca Chiaraviglio, Nicola Blefari-Melazzi, William Liu, Jairo A. Gutiérrez, Jaap van de Beek, Robert Birke, Lydia Y. Chen, Filip Idzikowski, Daniel C. Kilper, Paolo Monti, Antoine B. Bagula, Jinsong Wu
2017	J	`jnl`	Cutting Latency Tail: Analyzing and Validating Replication without Canceling. IEEE Trans. Parallel Distributed Syst. Zhan Qiu, Juan F. Pérez, Robert Birke, Lydia Y. Chen, Peter G. Harrison
2017	A	`conf`	Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment. ICDCS Juan F. Pérez, Robert Birke, Mathias Björkqvist, Lydia Y. Chen
2017	—	`conf`	Early work on modeling computational sprinting. SoCC Nathaniel Morris, Christopher Stewart, Robert Birke, Lydia Y. Chen, Jaimie Kelley
2017	B	`conf`	Meeting Latency Target in Transient Burst: A Case on Spark Streaming. IC2E Robert Birke, Mathias Björkqvist, Evangelia Kalyvianaki, Lydia Y. Chen
2017	A*	`conf`	On the latency-accuracy tradeoff in approximate MapReduce jobs. INFOCOM Juan F. Pérez, Robert Birke, Lydia Y. Chen
2017	B	`conf`	PULP: Achieving Privacy and Utility Trade-Off in User Mobility Data. SRDS Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, Sara Bouchenak, Lydia Y. Chen, Nicolas Marchand, Bogdan Robu
2017	A*	`conf`	Power of redundancy: Designing partial replication for multi-tier applications. INFOCOM Robert Birke, Juan F. Pérez, Zhan Qiu, Mathias Björkqvist, Lydia Y. Chen
2017	—	`ch.`	Self-aware Computing Systems: Open Challenges and Future Research Directions. Self-Aware Computing Systems Robert Birke, Javier Cámara, Lydia Y. Chen, Lukas Esterle, Kurt Geihs, Erol Gelenbe, Holger Giese, Anders Robertsson, Xiaoyun Zhu
2017	—	`ch.`	State of Practice of Non-self-aware Virtual Machine Management in Cloud Data Centers. Self-Aware Computing Systems Lydia Y. Chen, Robert Birke, Evgenia Smirni
2016	—	`conf`	5G in rural and low-income areas: Are we ready? Kaleidoscope Luca Chiaraviglio, Nicola Blefari-Melazzi, William Liu, Jairo A. Gutiérrez, Jaap van de Beek, Robert Birke, Lydia Y. Chen, Filip Idzikowski, Daniel C. Kilper, Paolo Monti, Jinsong Wu
2016	—	`conf`	Defeating variability in cloud applications by multi-tier workload redundancy. INFOCOM Workshops Robert Birke, Zhan Qiu, Juan F. Pérez, Lydia Y. Chen
2016	A	`conf`	Dslash: Managing Data in Overloaded Batch Streaming Systems. ICDCS Robert Birke, Mathias Björkqvist, Evangelia Kalyvianaki, Lydia Y. Chen
2016	—	`conf`	Dynamic Block Sizing for Data Stream Processing Systems. IC2E Workshops Robert Birke, Evangelia Kalyvianaki, Walter Binder, Martin L. Schmatz, Lydia Y. Chen
2016	—	`conf`	Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability. ICAC Cheng Wang, Bhuvan Urgaonkar, Aayush Gupta, Lydia Y. Chen, Robert Birke, George Kesidis
2016	—	`conf`	Integrated Energy Efficient Data Centre Management for Green Cloud Computing - The FP7 GENiC Project Experience. CLOSER (2) J. Ignacio Torrens, Deepak Mehta, Vojtech Zavrel, Diarmuid Grimes, Thomas Scherer, Robert Birke, Lydia Y. Chen, Susan Rea, Lara Lopez, Enric Pages, Dirk Pesch
2016	A	`conf`	Managing Data Center Tickets: Prediction and Active Sizing. DSN Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni
2016	J	`jnl`	On Fair Attribution of Costs Under Peak-Based Pricing to Cloud Tenants. ACM Trans. Model. Perform. Evaluation Comput. Syst. Neda Nasiriani, Cheng Wang, George Kesidis, Bhuvan Urgaonkar, Lydia Y. Chen, Robert Birke
2016	B	`conf`	PROST: Predicting Resource Usages with Spatial and Temporal Dependencies. ICPE Ji Xue, Evgenia Smirni, Thomas Scherer, Robert Birke, Lydia Y. Chen
2016	—	`conf`	Profiling Memory Vulnerability of Big-Data Applications. DSN Workshops Navaneeth Rameshan, Robert Birke, Leandro Navarro, Vladimir Vlassov, Bhuvan Urgaonkar, George Kesidis, Martin L. Schmatz, Lydia Y. Chen
2016	B	`conf`	Resource management of replicated service systems provisioned in the cloud. NOMS Mathias Björkqvist, Robert Birke, Walter Binder
2016	B	`conf`	Robust Server Consolidation: Coping with Peak Demand Underestimation. MASCOTS Diarmuid Grimes, Deepak Mehta, Barry O'Sullivan, Robert Birke, Lydia Y. Chen, Thomas Scherer, Ignacio Castiñeiras
2016	—	`conf`	Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity? ICAC Nathaniel Morris, Siva Meenakshi Renganathan, Christopher Stewart, Robert Birke, Lydia Y. Chen
2016	B	`conf`	Tale of Tails: Anomaly Avoidance in Data Centers. SRDS Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni
2016	J	`jnl`	Virtualization in the Private Cloud: State of the Practice. IEEE Trans. Netw. Serv. Manag. Robert Birke, Andrej Podzimek, Lydia Y. Chen, Evgenia Smirni
2015	J	`jnl`	A simulation framework for priority scheduling on heterogeneous clusters. Future Gener. Comput. Syst. Derya Çavdar, Robert Birke, Lydia Y. Chen, Fatih Alagöz
2015	B	`conf`	Contention detection by throttling: A black-box on-line approach. IWQoS Joel Vallone, Robert Birke, Lydia Y. Chen, Babak Falsafi
2015	J	`jnl`	Demystifying Casualties of Evictions in Big Data Priority Scheduling. SIGMETRICS Perform. Evaluation Rev. Andrea Rosà, Lydia Y. Chen, Robert Birke, Walter Binder
2015	J	`jnl`	Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison. IEEE/ACM Trans. Netw. Stefano Traverso, Luca Abeni, Robert Birke, Csaba Király, Emilio Leonardi, Renato Lo Cigno, Marco Mellia
2015	J	`jnl`	On Energyaware Allocation and Execution for Batch and Interactive MapReduce. SIGMETRICS Perform. Evaluation Rev. Yijun Ying, Robert Birke, Cheng Wang, Lydia Y. Chen, Natarajan Gautam
2015	B	`conf`	On Fair Attribution of Costs under Peak-Based Pricing to Cloud Tenants. MASCOTS Neda Nasiriani, Cheng Wang, George Kesidis, Bhuvan Urgaonkar, Lydia Y. Chen, Robert Birke
2015	—	`conf`	Optimizing Energy, Locality and Priority in a MapReduce Cluster. ICAC Yijun Ying, Robert Birke, Cheng Wang, Lydia Y. Chen, Natarajan Gautam
2015	B	`conf`	Optimizing capacity allocation for big data applications in cloud datacenters. IM Sebastiano Spicuglia, Lydia Y. Chen, Robert Birke, Walter Binder
2015	Misc	`conf`	PRACTISE - Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload. UCC Thomas Scherer, Ji Xue, Feng Yan, Robert Birke, Lydia Y. Chen, Evgenia Smirni
2015	B	`conf`	PRACTISE: Robust prediction of data center time series. CNSM Ji Xue, Feng Yan, Robert Birke, Lydia Y. Chen, Thomas Scherer, Evgenia Smirni
2015	—	`conf`	Recouping Energy Costs From Cloud Tenants: Tenant Demand Response Aware Pricing Design. e-Energy Cheng Wang, Neda Nasiriani, George Kesidis, Bhuvan Urgaonkar, Qian Wang, Lydia Y. Chen, Aayush Gupta, Robert Birke
2015	—	`ch.`	Usage Patterns in Multi-tenant Data Centers: a Large-Case Field Study. Handbook on Data Centers Robert Birke, Lydia Y. Chen, Evgenia Smirni
2015	A*	`conf`	When Virtual Meets Physical at the Edge: A Field Study on Datacenters' Virtual Traffic. SIGMETRICS Robert Birke, Mathias Björkqvist, Cyriel Minkenberg, Martin L. Schmatz, Lydia Y. Chen
2014	A	`conf`	(Big)data in a virtualized world: volume, velocity, and variety in cloud datacenters. FAST Robert Birke, Mathias Björkqvist, Lydia Y. Chen, Evgenia Smirni, Ton Engbersen
2014	J	`jnl`	Datacenter Applications in Virtualized Networks: A Cross-Layer Performance Study. IEEE J. Sel. Areas Commun. Daniel Crisan, Robert Birke, Katherine Barabash, Rami Cohen, Mitchell Gusat
2014	A	`conf`	Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics. DSN Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen
2014	B	`conf`	Multi-resource characterization and their (in)dependencies in production datacenters. NOMS Robert Birke, Lydia Y. Chen, Evgenia Smirni
2014	—	`conf`	Scalable High Resolution Traffic Heatmaps: Coherent Queue Visualization for Datacenters. TMA Andreea Simona Anghel, Robert Birke, Mitchell Gusat
2014	C	`conf`	zFabric: How to virtualize lossless ethernet? CLUSTER Daniel Crisan, Robert Birke, Nikolaos Chrysos, Cyriel Minkenberg, Mitchell Gusat
2013	B	`conf`	A datacenter network tale from a server's perspective. IWQoS Robert Birke, Lydia Y. Chen, Cyriel Minkenberg
2013	B	`conf`	An intent-based approach for network virtualization. IM Rami Cohen, Katherine Barabash, Benny Rochwerger, Liran Schour, Daniel Crisan, Robert Birke, Cyriel Minkenberg, Mitchell Gusat, Renato Recio, Vinit Jain
2013	B	`conf`	Characterization Analysis of Resource Utilization Distribution. MASCOTS Robert Birke, Lydia Y. Chen, Marco Gribaudo, Pietro Piazzolla
2013	A*	`conf`	Got loss?: get zOVN! SIGCOMM Daniel Crisan, Robert Birke, Gilles Cressier, Cyriel Minkenberg, Mitchell Gusat
2013	—	`conf`	How elastic is your virtualized datacenter fabric? INA-OCMC@HiPEAC Daniel Crisan, Robert Birke, Nikolaos Chrysos, Mitch Gusat
2013	A	`conf`	State-of-the-practice in data center virtualization: Toward a better understanding of VM usage. DSN Robert Birke, Andrej Podzimek, Lydia Y. Chen, Evgenia Smirni
2012	J	`jnl`	A delay-based aggregate rate control for P2P streaming systems. Comput. Commun. Robert Birke, Csaba Király, Emilio Leonardi, Marco Mellia, Michela Meo, Stefano Traverso
2012	—	`conf`	Data Centers in the Cloud: A Large Scale Performance Study. IEEE CLOUD Robert Birke, Lydia Y. Chen, Evgenia Smirni
2012	—	`conf`	Experimental comparison of neighborhood filtering strategies in unstructured P2P-TV systems. P2P Stefano Traverso, Luca Abeni, Robert Birke, Csaba Király, Emilio Leonardi, Renato Lo Cigno, Marco Mellia
2012	C	`conf`	Partition/aggregate in commodity 10G ethernet software-defined networking. HPSR Robert Birke, Daniel Crisan, Katherine Barabash, Anna Levin, Casimer M. DeCusatis, Cyriel Minkenberg, Mitchell Gusat
2012	—	`conf`	Towards massively parallel simulations of massively parallel high-performance computing systems. SimuTools Robert Birke, Germán Rodríguez, Cyriel Minkenberg
2012	—	`conf`	Usage patterns in multi-tenant data centers: a temporal perspective. ICAC Robert Birke, Lydia Y. Chen, Evgenia Smirni
2011	J	`jnl`	Architecture of a network-aware P2P-TV application: the NAPA-WINE approach. IEEE Commun. Mag. Robert Birke, Emilio Leonardi, Marco Mellia, Arpad Bakay, Tivadar Szemethy, Csaba Király, Renato Lo Cigno, Fabien Mathieu, Luca Muscariello, Saverio Niccolini, Jan Seedorf, Giuseppe Tropea
2011	—	`conf`	Hose rate control for P2P-TV streaming systems. Peer-to-Peer Computing Robert Birke, Csaba Király, Emilio Leonardi, Marco Mellia, Michela Meo, Stefano Traverso
2011	—	`conf`	SNMP Management in a Distributed Software Router Architecture. ICC Andrea Bianco, Robert Birke, Fikru Getachew Debele, Luca Giraudo
2011	—	`conf`	Short and Fat: TCP Performance in CEE Datacenter Networks. Hot Interconnects Daniel Crisan, Andreea Simona Anghel, Robert Birke, Cyriel Minkenberg, Mitchell Gusat
2010	J	`jnl`	Experiences of VoIP traffic monitoring in a commercial ISP. Int. J. Netw. Manag. Robert Birke, Marco Mellia, Michele Petracca, Dario Rossi
2010	B	`conf`	Multistage Software Routers in a Virtual Environment. GLOBECOM Andrea Bianco, Robert Birke, Luca Giraudo, Nanfang Li
2010	—	`conf`	Network Friendly P2P-TV: The Napa-Wine Approach. Peer-to-Peer Computing Luca Abeni, Arpad Bakay, Marco Biazzini, Robert Birke, Emilio Leonardi, Renato Lo Cigno, Csaba Király, Marco Mellia, Saverio Niccolini, Jan Seedorf, Tivadar Szemethy, Giuseppe Tropea
2010	—	`conf`	OpenFlow Switching: Data Plane Performance. ICC Andrea Bianco, Robert Birke, Luca Giraudo, Manuel Palacin
2009	B	`conf`	Delay-Based Cloud Congestion Control. GLOBECOM Mitchell Gusat, Robert Birke, Cyriel Minkenberg
2009	J	`jnl`	HERO: High-speed enhanced routing operation in Ethernet NICs for software routers. Comput. Networks Michele Petracca, Robert Birke, Andrea Bianco
2007	A*	`conf`	Understanding VoIP from Backbone Measurements. INFOCOM Robert Birke, Marco Mellia, Michele Petracca, Dario Rossi