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2020 – today
- 2024
[j25]Zilong Zhao, Aditya Kunar, Robert Birke, Hiek Van der Scheer, Lydia Y. Chen:
CTAB-GAN+: enhancing tabular data synthesis. Frontiers Big Data 6 (2024)- [j24]Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova:
Guest Editorial: Special section on Networks, Systems, and Services Operations and Management Through Intelligence. IEEE Trans. Netw. Serv. Manag. 21(3): 2608-2612 (2024) - [c93]Adriano M. Garcia, Giulio Malenza, Robert Birke, Marco Aldinucci:
Assessing Large Language Models Inference Performance on a 64-core RISC-V CPU with Silicon-Enabled Vectors. BigHPC@itaDATA 2024: 25-33 - [c92]Chi Hong, Robert Birke, Pin-Yu Chen, Lydia Y. Chen:
On Dark Knowledge for Distilling Generators. PAKDD (2) 2024: 235-247 - [c91]Miruna Betianu
, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen:
DALLMi: Domain Adaption for LLM-Based Multi-label Classifier. PAKDD (3) 2024: 277-289 - [c90]Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci:
A Performance Analysis for Confidential Federated Learning. SP (Workshops) 2024: 40-47 - [i23]Miruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen:
DALLMi: Domain Adaption for LLM-based Multi-label Classifier. CoRR abs/2405.01883 (2024) - [i22]Chi Hong, Jiyue Huang, Robert Birke, Dick H. J. Epema, Stefanie Roos, Lydia Y. Chen:
SFDDM: Single-fold Distillation for Diffusion models. CoRR abs/2405.14961 (2024) - 2023
- [j23]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:
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. IEEE Trans. Netw. Serv. Manag. 20(2): 882-889 (2023) - [c89]Zilong Zhao, Robert Birke, Lydia Y. Chen:
GDTS: GAN-Based Distributed Tabular Synthesizer. CLOUD 2023: 570-576 - [c88]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:
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning. CF 2023: 73-83 - [c87]Zilong Zhao, Robert Birke, Lydia Y. Chen:
FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. CIKM 2023: 4450-4454 - [c86]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:
A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum. COMPSAC 2023: 1852-1857 - [c85]Gianluca Mittone, Robert Birke, Marco Aldinucci:
Efficiently Distributed Federated Learning. Euro-Par Workshops 2023: 321-326 - [c84]Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci:
Model-Agnostic Federated Learning. Euro-Par 2023: 383-396 - [c83]Chi Hong, Jiyue Huang, Robert Birke, Lydia Y. Chen:
Exploring and Exploiting Data-Free Model Stealing. ECML/PKDD (5) 2023: 20-35 - [c82]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:
RISC-V-Based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters. SAMOS 2023: 395-410 - [c81]Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
Robust Learning via Golden Symmetric Loss of (un)Trusted Labels. SDM 2023: 568-576 - [c80]Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke:
Distributed Edge Inference: an Experimental Study on Multiview Detection. UCC 2023: 30 - [i21]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:
Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning. CoRR abs/2302.07946 (2023) - [i20]Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci:
Model-Agnostic Federated Learning. CoRR abs/2303.04906 (2023) - [i19]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:
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. CoRR abs/2306.15552 (2023) - [i18]Jeroen M. Galjaard, Robert Birke, Juan F. Pérez, Lydia Y. Chen:
BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise. CoRR abs/2309.06046 (2023) - [i17]Zilong Zhao, Robert Birke, Lydia Y. Chen:
TabuLa: Harnessing Language Models for Tabular Data Synthesis. CoRR abs/2310.12746 (2023) - 2022
- [j22]Bart Cox, Robert Birke, Lydia Y. Chen:
Memory-aware and context-aware multi-DNN inference on the edge. Pervasive Mob. Comput. 83: 101594 (2022) - [j21]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:
Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. IEEE Trans. Netw. Serv. Manag. 19(4): 3988-3994 (2022) - [c79]Amirmasoud Ghiassi, Cosmin Octavian Pene, Robert Birke, Lydia Y. Chen:
Trusted Loss Correction for Noisy Multi-Label Learning. ACML 2022: 343-358 - [c78]Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
Multi Label Loss Correction against Missing and Corrupted Labels. ACML 2022: 359-374 - [c77]Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen:
Permutation-Invariant Tabular Data Synthesis. IEEE Big Data 2022: 5855-5864 - [c76]Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
LABNET: A Collaborative Method for DNN Training and Label Aggregation. ICAART (2) 2022: 56-66 - [c75]Christopher Stewart, Nathaniel Morris, Lydia Y. Chen, Robert Birke:
Performance Modeling for Short-Term Cache Allocation. ICPP 2022: 31:1-31:11 - [i16]Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen:
CTAB-GAN+: Enhancing Tabular Data Synthesis. CoRR abs/2204.00401 (2022) - [i15]Zilong Zhao, Robert Birke, Lydia Y. Chen:
FCT-GAN: Enhancing Table Synthesis via Fourier Transform. CoRR abs/2210.06239 (2022) - [i14]Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen:
Permutation-Invariant Tabular Data Synthesis. CoRR abs/2211.09286 (2022) - 2021
- [j20]Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen:
Enhancing Robustness of On-Line Learning Models on Highly Noisy Data. IEEE Trans. Dependable Secur. Comput. 18(5): 2177-2192 (2021) - [j19]Hanan Lutfiyya, Robert Birke, Giuliano Casale, Amogh Dhamdhere, Jinho Hwang, Takeru Inoue, Neeraj Kumar, Deepak Puthal, Nur Zincir-Heywood:
Guest Editorial: Special Section on Embracing Artificial Intelligence for Network and Service Management. IEEE Trans. Netw. Serv. Manag. 18(4): 3936-3941 (2021) - [j18]Robert Birke, Juan F. Pérez, Zhan Qiu, Mathias Björkqvist, Lydia Y. Chen:
sPARE: Partial Replication for Multi-Tier Applications in the Cloud. IEEE Trans. Serv. Comput. 14(2): 574-588 (2021) - [c74]Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen:
CTAB-GAN: Effective Table Data Synthesizing. ACML 2021: 97-112 - [c73]Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
QActor: Active Learning on Noisy Labels. ACML 2021: 548-563 - [c72]Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise. BDCAT 2021: 52-62 - [c71]Giuliano Albanese, Robert Birke, Georgia Giannopoulou, Sandro Schönborn, Thanikesavan Sivanthi:
Evaluation of Networking Options for Containerized Deployment of Real-Time Applications. ETFA 2021: 1-8 - [c70]Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen:
LABELNET: Recovering Noisy Labels. IJCNN 2021: 1-8 - [c69]Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
Masa: Responsive Multi-DNN Inference on the Edge. PerCom 2021: 1-10 - [c68]Jeroen Galjaard, Bart Cox, Amirmasoud Ghiassi, Lydia Y. Chen, Robert Birke:
MemA: Fast Inference of Multiple Deep Models. PerCom Workshops 2021: 281-286 - [c67]Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
Artifact: Masa: Responsive Multi-DNN Inference on the Edge. PerCom Workshops 2021: 446-447 - [c66]Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen:
Online Label Aggregation: A Variational Bayesian Approach. WWW 2021: 1904-1915 - [i13]Zilong Zhao, Aditya Kunar, Hiek Van der Scheer, Robert Birke, Lydia Y. Chen:
CTAB-GAN: Effective Table Data Synthesizing. CoRR abs/2102.08369 (2021) - [i12]Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen:
Enhancing Robustness of On-line Learning Models on Highly Noisy Data. CoRR abs/2103.10824 (2021) - [i11]Aditya Kunar, Robert Birke, Zilong Zhao, Lydia Y. Chen:
DTGAN: Differential Private Training for Tabular GANs. CoRR abs/2107.02521 (2021) - [i10]Cosmin Octavian Pene, Amirmasoud Ghiassi, Taraneh Younesian, Robert Birke, Lydia Y. Chen:
Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators. CoRR abs/2108.02032 (2021) - [i9]Zilong Zhao, Robert Birke, Aditya Kunar, Lydia Y. Chen:
Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data. CoRR abs/2108.07927 (2021) - 2020
- [j17]Joel Vallone, Robert Birke, Lydia Y. Chen:
Making Neighbors Quiet: An Approach to Detect Virtual Resource Contention. IEEE Trans. Serv. Comput. 13(5): 843-856 (2020) - [c65]Taraneh Younesian, Chi Hong, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models. CogMI 2020: 17-26 - [c64]Shuyu Lin, Ronald Clark, Robert Birke, Sandro Schönborn, Niki Trigoni, Stephen J. Roberts:
Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model. ICASSP 2020: 4322-4326 - [c63]Isabelly Rocha, Nathaniel Morris, Lydia Y. Chen, Pascal Felber, Robert Birke, Valerio Schiavoni:
PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters. Middleware 2020: 89-104 - [i8]Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
QActor: On-line Active Learning for Noisy Labeled Stream Data. CoRR abs/2001.10399 (2020) - [i7]Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen:
ExpertNet: Adversarial Learning and Recovery Against Noisy Labels. CoRR abs/2007.05305 (2020) - [i6]Amirmasoud Ghiassi, Taraneh Younesian, Robert Birke, Lydia Y. Chen:
TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise. CoRR abs/2007.06324 (2020) - [i5]Isabelly Rocha, Nathaniel Morris, Lydia Y. Chen, Pascal Felber, Robert Birke, Valerio Schiavoni:
PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters. CoRR abs/2010.00501 (2020) - [i4]Taraneh Younesian, Chi Hong, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models. CoRR abs/2011.06833 (2020)
2010 – 2019
- 2019
- [c62]Shuyu Lin, Bo Yang, Robert Birke, Ronald Clark:
Learning Semantically Meaningful Embeddings Using Linear Constraints. CVPR Workshops 2019: 53-56 - [c61]Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen:
Robust Anomaly Detection on Unreliable Data. DSN 2019: 630-637 - [c60]Robert Birke, Juan F. Pérez, Sonia Ben Mokhtar, Navaneeth Rameshan, Lydia Y. Chen:
Chisel: Reshaping Queries to Trim Latency in Key-Value Stores. ICAC 2019: 42-51 - [c59]Shuyu Lin, Ronald Clark, Robert Birke, Niki Trigoni, Stephen J. Roberts:
WiSE-ALE: Wide Sample Estimator for Aggregate Latent Embedding. DGS@ICLR 2019 - [c58]Panin Pienroj, Sandro Schönborn, Robert Birke:
Exploring Deep Reinforcement Learning for Autonomous Powerline Tracking. INFOCOM Workshops 2019: 496-501 - [c57]Robert Birke, Isabelly Rocha, Juan F. Pérez, Valerio Schiavoni, Pascal Felber, Lydia Y. Chen:
Differential Approximation and Sprinting for Multi-Priority Big Data Engines. Middleware 2019: 202-214 - [c56]Amirmasoud Ghiassi, Taraneh Younesian, Zilong Zhao, Robert Birke, Valerio Schiavoni, Lydia Y. Chen:
Robust (Deep) Learning Framework Against Dirty Labels and Beyond. TPS-ISA 2019: 236-244 - [i3]Shuyu Lin, Ronald Clark, Robert Birke, Niki Trigoni, Stephen J. Roberts:
WiSE-VAE: Wide Sample Estimator VAE. CoRR abs/1902.06160 (2019) - [i2]Robert Birke, Isabelly Rocha, Juan F. Pérez, Valerio Schiavoni, Pascal Felber, Lydia Y. Chen:
Differential Approximation and Sprinting for Multi-Priority Big Data Engines. CoRR abs/1909.05531 (2019) - [i1]Zilong Zhao, Robert Birke, Rui Han, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen:
RAD: On-line Anomaly Detection for Highly Unreliable Data. CoRR abs/1911.04383 (2019) - 2018
- [j16]Cheng Wang, Bhuvan Urgaonkar, George Kesidis, Aayush Gupta, Lydia Y. Chen, Robert Birke:
Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability. ACM Trans. Auton. Adapt. Syst. 13(1): 2:1-2:25 (2018) - [j15]Mathias Björkqvist, Natarajan Gautam, Robert Birke, Lydia Y. Chen, Walter Binder:
Optimizing for Tail Sojourn Times of Cloud Clusters. IEEE Trans. Cloud Comput. 6(1): 156-167 (2018) - [j14]Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Spatial-Temporal Prediction Models for Active Ticket Managing in Data Centers. IEEE Trans. Netw. Serv. Manag. 15(1): 39-52 (2018) - [c55]Nathaniel Morris, Christopher Stewart, Lydia Y. Chen, Robert Birke, Jaimie Kelley:
Model-driven computational sprinting. EuroSys 2018: 38:1-38:13 - [c54]Philipp Sommer, Yvonne-Anne Pignolet, Stevan Marinkovic, Aurelien Monot, Maelle Kabir-Querrec, Robert Birke:
Competition: Energy-Efficient Many-to-Many Communication with Channel-Hopping. EWSN 2018: 225-226 - [c53]Ewnetu Bayuh Lakew, Robert Birke, Juan F. Pérez, Erik Elmroth, Lydia Y. Chen:
SmallTail: Scaling Cores and Probabilistic Cloning Requests for Web Systems. ICAC 2018: 31-40 - 2017
- [j13]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:
Bringing 5G into Rural and Low-Income Areas: Is It Feasible? IEEE Commun. Stand. Mag. 1(3): 50-57 (2017) - [j12]Zhan Qiu, Juan F. Pérez, Robert Birke, Lydia Y. Chen, Peter G. Harrison:
Cutting Latency Tail: Analyzing and Validating Replication without Canceling. IEEE Trans. Parallel Distributed Syst. 28(11): 3128-3141 (2017) - [c52]Nathaniel Morris, Christopher Stewart, Robert Birke, Lydia Y. Chen, Jaimie Kelley:
Early work on modeling computational sprinting. SoCC 2017: 661 - [c51]Robert Birke, Mathias Björkqvist, Evangelia Kalyvianaki, Lydia Y. Chen:
Meeting Latency Target in Transient Burst: A Case on Spark Streaming. IC2E 2017: 149-158 - [c50]Haiyang Sun, Robert Birke, Walter Binder, Mathias Björkqvist, Lydia Y. Chen:
AccStream: Accuracy-Aware Overload Management for Stream Processing Systems. ICAC 2017: 39-48 - [c49]Juan F. Pérez, Robert Birke, Mathias Björkqvist, Lydia Y. Chen:
Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment. ICDCS 2017: 988-998 - [c48]Robert Birke, Juan F. Pérez, Zhan Qiu, Mathias Björkqvist, Lydia Y. Chen:
Power of redundancy: Designing partial replication for multi-tier applications. INFOCOM 2017: 1-9 - [c47]Juan F. Pérez, Robert Birke, Lydia Y. Chen:
On the latency-accuracy tradeoff in approximate MapReduce jobs. INFOCOM 2017: 1-9 - [c46]Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, Sara Bouchenak, Lydia Y. Chen, Nicolas Marchand, Bogdan Robu:
PULP: Achieving Privacy and Utility Trade-Off in User Mobility Data. SRDS 2017: 164-173 - [p2]Lydia Y. Chen, Robert Birke, Evgenia Smirni:
State of Practice of Non-self-aware Virtual Machine Management in Cloud Data Centers. Self-Aware Computing Systems 2017: 555-574 - [p1]Robert Birke, Javier Cámara, Lydia Y. Chen, Lukas Esterle, Kurt Geihs, Erol Gelenbe, Holger Giese, Anders Robertsson, Xiaoyun Zhu:
Self-aware Computing Systems: Open Challenges and Future Research Directions. Self-Aware Computing Systems 2017: 709-722 - 2016
- [j11]Robert Birke, Andrej Podzimek, Lydia Y. Chen, Evgenia Smirni:
Virtualization in the Private Cloud: State of the Practice. IEEE Trans. Netw. Serv. Manag. 13(3): 608-621 (2016) - [j10]Neda Nasiriani, Cheng Wang, George Kesidis, Bhuvan Urgaonkar, Lydia Y. Chen, Robert Birke:
On Fair Attribution of Costs Under Peak-Based Pricing to Cloud Tenants. ACM Trans. Model. Perform. Evaluation Comput. Syst. 2(1): 3:1-3:28 (2016) - [c45]J. Ignacio Torrens, Deepak Mehta, Vojtech Zavrel, Diarmuid Grimes, Thomas Scherer, Robert Birke, Lydia Y. Chen, Susan Rea, Lara Lopez, Enric Pages, Dirk Pesch:
Integrated Energy Efficient Data Centre Management for Green Cloud Computing - The FP7 GENiC Project Experience. CLOSER (2) 2016: 375-386 - [c44]Navaneeth Rameshan, Robert Birke, Leandro Navarro, Vladimir Vlassov, Bhuvan Urgaonkar, George Kesidis, Martin L. Schmatz, Lydia Y. Chen:
Profiling Memory Vulnerability of Big-Data Applications. DSN Workshops 2016: 258-261 - [c43]Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Managing Data Center Tickets: Prediction and Active Sizing. DSN 2016: 335-346 - [c42]Robert Birke, Evangelia Kalyvianaki, Walter Binder, Martin L. Schmatz, Lydia Y. Chen:
Dynamic Block Sizing for Data Stream Processing Systems. IC2E Workshops 2016: 216-222 - [c41]Cheng Wang, Bhuvan Urgaonkar, Aayush Gupta, Lydia Y. Chen, Robert Birke, George Kesidis:
Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability. ICAC 2016: 95-104 - [c40]Nathaniel Morris, Siva Meenakshi Renganathan, Christopher Stewart, Robert Birke, Lydia Y. Chen:
Sprint Ability: How Well Does Your Software Exploit Bursts in Processing Capacity? ICAC 2016: 173-178 - [c39]Robert Birke, Mathias Björkqvist, Evangelia Kalyvianaki, Lydia Y. Chen:
Dslash: Managing Data in Overloaded Batch Streaming Systems. ICDCS 2016: 745-746 - [c38]Robert Birke, Zhan Qiu, Juan F. Pérez, Lydia Y. Chen:
Defeating variability in cloud applications by multi-tier workload redundancy. INFOCOM Workshops 2016: 496-497 - [c37]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:
5G in rural and low-income areas: Are we ready? Kaleidoscope 2016: 1-8 - [c36]Diarmuid Grimes, Deepak Mehta, Barry O'Sullivan, Robert Birke, Lydia Y. Chen, Thomas Scherer, Ignacio Castiñeiras:
Robust Server Consolidation: Coping with Peak Demand Underestimation. MASCOTS 2016: 271-276 - [c35]Mathias Björkqvist, Robert Birke, Walter Binder:
Resource management of replicated service systems provisioned in the cloud. NOMS 2016: 961-966 - [c34]Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Tale of Tails: Anomaly Avoidance in Data Centers. SRDS 2016: 91-100 - [c33]Ji Xue, Evgenia Smirni, Thomas Scherer, Robert Birke, Lydia Y. Chen:
PROST: Predicting Resource Usages with Spatial and Temporal Dependencies. ICPE 2016: 125-126 - 2015
- [j9]Derya Çavdar, Robert Birke, Lydia Y. Chen, Fatih Alagöz:
A simulation framework for priority scheduling on heterogeneous clusters. Future Gener. Comput. Syst. 52: 37-48 (2015) - [j8]Andrea Rosà, Lydia Y. Chen, Robert Birke, Walter Binder:
Demystifying Casualties of Evictions in Big Data Priority Scheduling. SIGMETRICS Perform. Evaluation Rev. 42(4): 12-21 (2015) - [j7]Yijun Ying, Robert Birke, Cheng Wang, Lydia Y. Chen, Natarajan Gautam:
On Energyaware Allocation and Execution for Batch and Interactive MapReduce. SIGMETRICS Perform. Evaluation Rev. 42(4): 22-30 (2015) - [j6]Stefano Traverso, Luca Abeni, Robert Birke, Csaba Király, Emilio Leonardi, Renato Lo Cigno, Marco Mellia:
Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison. IEEE/ACM Trans. Netw. 23(3): 741-754 (2015) - [c32]Ji Xue, Feng Yan, Robert Birke, Lydia Y. Chen, Thomas Scherer, Evgenia Smirni:
PRACTISE: Robust prediction of data center time series. CNSM 2015: 126-134 - [c31]Cheng Wang, Neda Nasiriani, George Kesidis, Bhuvan Urgaonkar, Qian Wang, Lydia Y. Chen, Aayush Gupta, Robert Birke:
Recouping Energy Costs From Cloud Tenants: Tenant Demand Response Aware Pricing Design. e-Energy 2015: 141-150 - [c30]Yijun Ying, Robert Birke, Cheng Wang, Lydia Y. Chen, Natarajan Gautam:
Optimizing Energy, Locality and Priority in a MapReduce Cluster. ICAC 2015: 21-30 - [c29]Sebastiano Spicuglia, Lydia Y. Chen, Robert Birke, Walter Binder:
Optimizing capacity allocation for big data applications in cloud datacenters. IM 2015: 511-517 - [c28]Joel Vallone, Robert Birke, Lydia Y. Chen, Babak Falsafi:
Contention detection by throttling: A black-box on-line approach. IWQoS 2015: 237-242 - [c27]Neda Nasiriani, Cheng Wang, George Kesidis, Bhuvan Urgaonkar, Lydia Y. Chen, Robert Birke:
On Fair Attribution of Costs under Peak-Based Pricing to Cloud Tenants. MASCOTS 2015: 51-60 - [c26]Robert Birke, Mathias Björkqvist, Cyriel Minkenberg, Martin L. Schmatz, Lydia Y. Chen:
When Virtual Meets Physical at the Edge: A Field Study on Datacenters' Virtual Traffic. SIGMETRICS 2015: 403-415 - [c25]Thomas Scherer, Ji Xue, Feng Yan, Robert Birke, Lydia Y. Chen, Evgenia Smirni:
PRACTISE - Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload. UCC 2015: 402-403 - [r1]Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Usage Patterns in Multi-tenant Data Centers: a Large-Case Field Study. Handbook on Data Centers 2015: 1257-1266 - 2014
- [j5]Daniel Crisan, Robert Birke, Katherine Barabash, Rami Cohen, Mitchell Gusat:
Datacenter Applications in Virtualized Networks: A Cross-Layer Performance Study. IEEE J. Sel. Areas Commun. 32(1): 77-87 (2014) - [c24]Daniel Crisan, Robert Birke, Nikolaos Chrysos, Cyriel Minkenberg, Mitchell Gusat:
zFabric: How to virtualize lossless ethernet? CLUSTER 2014: 75-83 - [c23]Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen:
Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics. DSN 2014: 1-12 - [c22]Robert Birke, Mathias Björkqvist, Lydia Y. Chen, Evgenia Smirni, Ton Engbersen:
(Big)data in a virtualized world: volume, velocity, and variety in cloud datacenters. FAST 2014: 177-189 - [c21]Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Multi-resource characterization and their (in)dependencies in production datacenters. NOMS 2014: 1-6 - [c20]Andreea Simona Anghel, Robert Birke, Mitchell Gusat:
Scalable High Resolution Traffic Heatmaps: Coherent Queue Visualization for Datacenters. TMA 2014: 26-37 - 2013
- [c19]Robert Birke, Andrej Podzimek, Lydia Y. Chen, Evgenia Smirni:
State-of-the-practice in data center virtualization: Toward a better understanding of VM usage. DSN 2013: 1-12 - [c18]Daniel Crisan, Robert Birke, Nikolaos Chrysos, Mitch Gusat:
How elastic is your virtualized datacenter fabric? INA-OCMC@HiPEAC 2013: 17-20 - [c17]Rami Cohen, Katherine Barabash, Benny Rochwerger, Liran Schour, Daniel Crisan, Robert Birke, Cyriel Minkenberg, Mitchell Gusat, Renato Recio, Vinit Jain:
An intent-based approach for network virtualization. IM 2013: 42-50 - [c16]Robert Birke, Lydia Y. Chen, Cyriel Minkenberg:
A datacenter network tale from a server's perspective. IWQoS 2013: 99-108 - [c15]Robert Birke, Lydia Y. Chen, Marco Gribaudo, Pietro Piazzolla:
Characterization Analysis of Resource Utilization Distribution. MASCOTS 2013: 370-374 - [c14]Daniel Crisan, Robert Birke, Gilles Cressier, Cyriel Minkenberg, Mitchell Gusat:
Got loss?: get zOVN! SIGCOMM 2013: 423-434 - 2012
- [j4]Robert Birke, Csaba Király, Emilio Leonardi, Marco Mellia, Michela Meo, Stefano Traverso:
A delay-based aggregate rate control for P2P streaming systems. Comput. Commun. 35(18): 2237-2244 (2012) - [c13]Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Data Centers in the Cloud: A Large Scale Performance Study. IEEE CLOUD 2012: 336-343 - [c12]Robert Birke, Daniel Crisan, Katherine Barabash, Anna Levin, Casimer M. DeCusatis, Cyriel Minkenberg, Mitchell Gusat:
Partition/aggregate in commodity 10G ethernet software-defined networking. HPSR 2012: 7-14 - [c11]Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Usage patterns in multi-tenant data centers: a temporal perspective. ICAC 2012: 161-166 - [c10]Stefano Traverso, Luca Abeni, Robert Birke, Csaba Király, Emilio Leonardi, Renato Lo Cigno, Marco Mellia:
Experimental comparison of neighborhood filtering strategies in unstructured P2P-TV systems. P2P 2012: 13-24 - [c9]Robert Birke, Germán Rodríguez, Cyriel Minkenberg:
Towards massively parallel simulations of massively parallel high-performance computing systems. SimuTools 2012: 291-298 - 2011
- [j3]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:
Architecture of a network-aware P2P-TV application: the NAPA-WINE approach. IEEE Commun. Mag. 49(6): 154-163 (2011) - [c8]Daniel Crisan, Andreea Simona Anghel, Robert Birke, Cyriel Minkenberg, Mitchell Gusat:
Short and Fat: TCP Performance in CEE Datacenter Networks. Hot Interconnects 2011: 43-50 - [c7]Andrea Bianco, Robert Birke, Fikru Getachew Debele, Luca Giraudo:
SNMP Management in a Distributed Software Router Architecture. ICC 2011: 1-5 - [c6]Robert Birke, Csaba Király, Emilio Leonardi, Marco Mellia, Michela Meo, Stefano Traverso:
Hose rate control for P2P-TV streaming systems. Peer-to-Peer Computing 2011: 202-205 - 2010
- [j2]Robert Birke, Marco Mellia, Michele Petracca, Dario Rossi:
Experiences of VoIP traffic monitoring in a commercial ISP. Int. J. Netw. Manag. 20(5): 339-359 (2010) - [c5]Andrea Bianco, Robert Birke, Luca Giraudo, Nanfang Li:
Multistage Software Routers in a Virtual Environment. GLOBECOM 2010: 1-5 - [c4]Andrea Bianco, Robert Birke, Luca Giraudo, Manuel Palacin:
OpenFlow Switching: Data Plane Performance. ICC 2010: 1-5 - [c3]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:
Network Friendly P2P-TV: The Napa-Wine Approach. Peer-to-Peer Computing 2010: 1-2
2000 – 2009
- 2009
- [j1]Michele Petracca, Robert Birke, Andrea Bianco:
HERO: High-speed enhanced routing operation in Ethernet NICs for software routers. Comput. Networks 53(2): 168-179 (2009) - [c2]Mitchell Gusat, Robert Birke, Cyriel Minkenberg:
Delay-Based Cloud Congestion Control. GLOBECOM 2009: 1-8 - 2007
- [c1]Robert Birke, Marco Mellia, Michele Petracca, Dario Rossi:
Understanding VoIP from Backbone Measurements. INFOCOM 2007: 2027-2035
Coauthor Index
[j25] [c92] [c91] [i23] [i22] [c89] [c87] [c83] [c81] [i18] [i17] [j22] [c79] [c78] [c77] [c76] [c75] [i16] [i15] [i14] [j20] [j18] [c74] [c73] [c72] [c70] [c69] [c68] [c67] [c66] [i13] [i12] [i11] [i10] [i9] [j17] [c65] [c63] [i8] [i7] [i6] [i5] [i4] [c61] [c60] [c57] [c56] [i2] [i1] [j16] [j15] [j14] [c55] [c53] [j13] [j12] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [p2] [p1] [j11] [j10] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c34] [c33] [j9] [j8] [j7] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [r1] [c23] [c22] [c21] [c19] [c16] [c15] [c13] [c11]
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