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ORCIDLydia Y. Chen
Lydia Yiyu Chen – Yiyu Chen 0001
Person information
- affiliation: IBM Research, Zurich, Switzerland
- affiliation (former): Pennsylvania State University, University Park, PA, USA
Other persons with the same name
- Yiyu Chen — disambiguation page
- Yiyu Chen 0002 — Korea University, Department of Brain and Cognitive Engineering, Seoul, South Korea
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2020 – today
- 2022
[j40]Bart Cox
, Robert Birke, Lydia Y. Chen:
Memory-aware and context-aware multi-DNN inference on the edge. Pervasive Mob. Comput. 83: 101594 (2022)- [j39]Jin Wang, Hui Han, Hao Li, Shiming He, Pradip Kumar Sharma, Lydia Y. Chen:
Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G. IEEE Trans. Ind. Informatics 18(3): 1939-1948 (2022) - [j38]Qinglong Zhang, Rui Han, Gaofeng Xin, Chi Harold Liu, Guoren Wang, Lydia Y. Chen:
Lightweight and Accurate DNN-Based Anomaly Detection at Edge. IEEE Trans. Parallel Distributed Syst. 33(11): 2927-2942 (2022) - [j37]Jianxin R. Zhao, Rui Han, Yongkai Yang, Benjamin Catterall, Chi Harold Liu, Lydia Y. Chen, Richard Mortier, Jon Crowcroft, Liang Wang:
Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge. IEEE Trans. Serv. Comput. 15(2): 614-626 (2022) - [c114]Maciej Styczen, Bing-Jyue Chen, Ya-Wen Teng, Yvonne-Anne Pignolet, Lydia Y. Chen, De-Nian Yang:
Targeted Influence with Community and Gender-Aware Seeding. CIKM 2022: 4515-4519 - [c113]Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
LABNET: A Collaborative Method for DNN Training and Label Aggregation. ICAART (2) 2022: 56-66 - [c112]Christopher Stewart, Nathaniel Morris, Lydia Y. Chen, Robert Birke:
Performance Modeling for Short-Term Cache Allocation. ICPP 2022: 31:1-31:11 - [c111]Rui Han, Shilin Wen, Chi Harold Liu, Ye Yuan, Guoren Wang, Lydia Y. Chen:
EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud Workloads and Resources. INFOCOM 2022: 880-889 - [c110]Han Wu, Zilong Zhao, Lydia Y. Chen, Aad van Moorsel:
Federated Learning for Tabular Data: Exploring Potential Risk to Privacy. ISSRE 2022: 193-204 - [c109]Isabelly Rocha, Pascal Felber, Valerio Schiavoni, Lydia Y. Chen:
EdgeTune: Inference-Aware Multi-Parameter Tuning. Middleware 2022: 1-14 - [c108]Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant:
AGIC: Approximate Gradient Inversion Attack on Federated Learning. SRDS 2022: 12-22 - [i31]Zilong Zhao, Jiyue Huang, Stefanie Roos, Lydia Y. Chen:
Attacks and Defenses for Free-Riders in Multi-Discriminator GAN. CoRR abs/2201.09967 (2022) - [i30]Chi Hong, Jiyue Huang, Lydia Y. Chen:
MEGA: Model Stealing via Collaborative Generator-Substitute Networks. CoRR abs/2202.00008 (2022) - [i29]Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos:
Blind leads Blind: A Zero-Knowledge Attack on Federated Learning. CoRR abs/2202.05877 (2022) - [i28]Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen:
CTAB-GAN+: Enhancing Tabular Data Synthesis. CoRR abs/2204.00401 (2022) - [i27]Federico Lucchetti, Jérémie Decouchant, Maria Fernandes, Lydia Y. Chen, Marcus Völp:
Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets. CoRR abs/2204.11017 (2022) - [i26]Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant:
AGIC: Approximate Gradient Inversion Attack on Federated Learning. CoRR abs/2204.13784 (2022) - [i25]Maciej Styczen, Bing-Jyue Chen, Ya-Wen Teng, Yvonne-Anne Pignolet, Lydia Y. Chen, De-Nian Yang:
Targeted Influence with Community and Gender-Aware Seeding. CoRR abs/2208.12649 (2022) - [i24]Bart Cox, Lydia Y. Chen, Jérémie Decouchant:
Aergia: Leveraging Heterogeneity in Federated Learning Systems. CoRR abs/2210.06154 (2022) - [i23]Zilong Zhao, Robert Birke, Lydia Y. Chen:
FCT-GAN: Enhancing Table Synthesis via Fourier Transform. CoRR abs/2210.06239 (2022) - [i22]Han Wu, Zilong Zhao, Lydia Y. Chen, Aad van Moorsel:
Federated Learning for Tabular Data: Exploring Potential Risk to Privacy. CoRR abs/2210.06856 (2022) - [i21]Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen:
Permutation-Invariant Tabular Data Synthesis. CoRR abs/2211.09286 (2022) - 2021
- [j36]Zixuan Li, Hao Li, Kenli Li, Fan Wu, Lydia Yiyu Chen, Keqin Li:
Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization for Online Sparse Big Data Analysis. Trans. Data Sci. 2(4): 37:1-37:27 (2021) - [j35]Sophie Cerf, Sara Bouchenak, Bogdan Robu, Nicolas Marchand, Vincent Primault, Sonia Ben Mokhtar, Antoine Boutet, Lydia Y. Chen:
Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach. IEEE Trans. Dependable Secur. Comput. 18(1): 269-282 (2021) - [j34]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) - [j33]Rui Han, Chi Harold Liu, Shilin Li, Lydia Y. Chen, Guoren Wang, Jian Tang, Jieping Ye:
SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine Learning. IEEE Trans. Knowl. Data Eng. 33(5): 2223-2236 (2021) - [j32]Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak:
Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II. IEEE Trans. Netw. Serv. Manag. 18(1): 775-779 (2021) - [j31]Rui Han, Shilin Li, Xiangwei Wang, Chi Harold Liu, Gaofeng Xin, Lydia Y. Chen:
Accelerating Gossip-Based Deep Learning in Heterogeneous Edge Computing Platforms. IEEE Trans. Parallel Distributed Syst. 32(7): 1591-1602 (2021) - [j30]Hao Li, Zixuan Li, Kenli Li, Jan S. Rellermeyer, Lydia Y. Chen, Keqin Li:
SGD$\_$_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition. IEEE Trans. Parallel Distributed Syst. 32(7): 1828-1841 (2021) - [j29]Rui Han, Dong Li, Junyan Ouyang, Chi Harold Liu, Guoren Wang, Dapeng Wu, Lydia Y. Chen:
Accurate Differentially Private Deep Learning on the Edge. IEEE Trans. Parallel Distributed Syst. 32(9): 2231-2247 (2021) - [j28]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) - [c107]Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen:
CTAB-GAN: Effective Table Data Synthesizing. ACML 2021: 97-112 - [c106]Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
QActor: Active Learning on Noisy Labels. ACML 2021: 548-563 - [c105]Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise. BDCAT 2021: 52-62 - [c104]Ya-Wen Teng, Hsi-Wen Chen, De-Nian Yang, Yvonne-Anne Pignolet, Ting-Wei Li, Lydia Yiyu Chen:
On Influencing the Influential: Disparity Seeding. CIKM 2021: 1804-1813 - [c103]Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen:
LABELNET: Recovering Noisy Labels. IJCNN 2021: 1-8 - [c102]Florin Ciucu, Felix Poloczek, Lydia Y. Chen, Martin Chan:
Practical Analysis of Replication-Based Systems. INFOCOM 2021: 1-10 - [c101]Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Jian Tang, Lydia Y. Chen:
LegoDNN: block-grained scaling of deep neural networks for mobile vision. MobiCom 2021: 406-419 - [c100]Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
Masa: Responsive Multi-DNN Inference on the Edge. PerCom 2021: 1-10 - [c99]Jeroen Galjaard, Bart Cox, Amirmasoud Ghiassi, Lydia Y. Chen, Robert Birke:
MemA: Fast Inference of Multiple Deep Models. PerCom Workshops 2021: 281-286 - [c98]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 - [c97]Diego Albo Martínez, Sharwin Bobde, Tomasz Motyka, Lydia Yiyu Chen:
Courier: Real-Time Optimal Batch Size Prediction for Latency SLOs in BigDL. ICPE 2021: 133-144 - [c96]Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen:
Online Label Aggregation: A Variational Bayesian Approach. WWW 2021: 1904-1915 - [i20]Zilong Zhao, Aditya Kunar, Hiek Van der Scheer, Robert Birke, Lydia Y. Chen:
CTAB-GAN: Effective Table Data Synthesizing. CoRR abs/2102.08369 (2021) - [i19]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) - [i18]Jiyue Huang, Chi Hong, Lydia Y. Chen, Stefanie Roos:
Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning. CoRR abs/2106.10734 (2021) - [i17]Aditya Kunar, Robert Birke, Zilong Zhao, Lydia Y. Chen:
DTGAN: Differential Private Training for Tabular GANs. CoRR abs/2107.02521 (2021) - [i16]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) - [i15]Zilong Zhao, Robert Birke, Aditya Kunar, Lydia Y. Chen:
Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data. CoRR abs/2108.07927 (2021) - [i14]Ben Proven-Bessel, Zilong Zhao, Lydia Y. Chen:
ComicGAN: Text-to-Comic Generative Adversarial Network. CoRR abs/2109.09120 (2021) - [i13]Zixuan Li, Hao Li, Kenli Li, Fan Wu, Lydia Y. Chen, Keqin Li:
Locality Sensitive Hash Aggregated Nonlinear Neighbourhood Matrix Factorization for Online Sparse Big Data Analysis. CoRR abs/2111.11682 (2021) - [i12]Rui Han, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Jian Tang, Lydia Y. Chen:
LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision. CoRR abs/2112.09852 (2021) - 2020
- [j27]Rajiv Ranjan, Lydia Y. Chen, Prem Prakash Jayaraman, Albert Y. Zomaya:
A note on advances in scheduling algorithms for Cyber-Physical-Social workflows. Future Gener. Comput. Syst. 108: 1027-1029 (2020) - [j26]A. Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak:
Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I. IEEE Trans. Netw. Serv. Manag. 17(4): 1971-1974 (2020) - [j25]Rajiv Ranjan, Ching-Hsien Hsu, Lydia Y. Chen, Dimitrios Georgakopoulos:
Holistic Technologies for Managing Internet of Things Services. IEEE Trans. Serv. Comput. 13(4): 597-601 (2020) - [j24]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) - [c95]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 - [c94]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 - [c93]Jiyue Huang, Rania Talbi, Zilong Zhao, Sara Bouchenak, Lydia Y. Chen, Stefanie Roos:
An Exploratory Analysis on Users' Contributions in Federated Learning. TPS-ISA 2020: 20-29 - [i11]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) - [i10]Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen:
ExpertNet: Adversarial Learning and Recovery Against Noisy Labels. CoRR abs/2007.05305 (2020) - [i9]Amirmasoud Ghiassi, Taraneh Younesian, Robert Birke, Lydia Y. Chen:
TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise. CoRR abs/2007.06324 (2020) - [i8]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) - [i7]Taraneh Younesian, Dick H. J. Epema, Lydia Y. Chen:
Active Learning for Noisy Data Streams Using Weak and Strong Labelers. CoRR abs/2010.14149 (2020) - [i6]Jiyue Huang, Rania Talbi, Zilong Zhao, Sara Bouchenak, Lydia Y. Chen, Stefanie Roos:
An Exploratory Analysis on Users' Contributions in Federated Learning. CoRR abs/2011.06830 (2020) - [i5]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) - [i4]Arwen Teng, Ting-Wei Li, Yu-chi Liao, Hsi-Wen Chen, Yvonne-Anne Pignolet, De-Nian Yang, Lydia Y. Chen:
On Influencing the Influential: Disparity Seeding. CoRR abs/2011.08946 (2020) - [i3]Hao Li, Zixuan Li, Kenli Li, Jan S. Rellermeyer, Lydia Y. Chen, Keqin Li:
SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition. CoRR abs/2012.03550 (2020)
2010 – 2019
- 2019
- [j23]Rui Han, Chi Harold Liu, Zan Zong, Lydia Y. Chen, Wending Liu, Siyi Wang, Jianfeng Zhan:
Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers. IEEE Trans. Parallel Distributed Syst. 30(12): 2879-2895 (2019) - [c92]Bingqian Lu, Jianyi Yang, Lydia Y. Chen, Shaolei Ren:
Automating Deep Neural Network Model Selection for Edge Inference. CogMI 2019: 184-193 - [c91]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 - [c90]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 - [c89]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 - [c88]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 - [c87]Lydia Y. Chen:
Opportunities and Challenges for Resource Management and Machine Learning Clusters. UCC Companion 2019: 165-166 - [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
- [j22]Juan Fernando Pérez, Lydia Y. Chen, Massimo Villari, Rajiv Ranjan:
Holistic Workload Scaling: A New Approach to Compute Acceleration in the Cloud. IEEE Cloud Comput. 5(1): 20-30 (2018) - [j21]Meisong Wang, Prem Prakash Jayaraman, Ellis Solaiman, Lydia Y. Chen, Zheng Li, Jun Song, Dimitrios Georgakopoulos, Rajiv Ranjan:
A multi-layered performance analysis for cloud-based topic detection and tracking in Big Data applications. Future Gener. Comput. Syst. 87: 580-590 (2018) - [j20]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) - [j19]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) - [j18]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) - [c86]Rania Talbi, Sara Bouchenak, Lydia Y. Chen:
Towards Dynamic End-to-End Privacy Preserving Data Classification. DSN Workshops 2018: 73-74 - [c85]Nathaniel Morris, Christopher Stewart, Lydia Y. Chen, Robert Birke, Jaimie Kelley:
Model-driven computational sprinting. EuroSys 2018: 38:1-38:13 - [c84]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 - [c83]Rui Han, Zan Zong, Lydia Y. Chen, Siyi Wang, Jianfeng Zhan:
AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud Short-Running Jobs. ICDCS 2018: 1519-1526 - [c82]Xinman Zhang, Jiayu Zhang, Tingting He, Lydia Yiyu Chen, Yuanjun Shen, Xuebin Xu:
A Speech and Lip Authentication System Based On Android Smart Phone. ICIT 2018: 110-114 - [c81]Vikas Jaiman, Sonia Ben Mokhtar, Vivien Quéma, Lydia Y. Chen, Etienne Riviere:
Héron: Taming Tail Latencies in Key-Value Stores Under Heterogeneous Workloads. SRDS 2018: 191-200 - 2017
- [j17]Massimo Villari, Maria Fazio, Schahram Dustdar, Omer F. Rana, Lydia Y. Chen, Rajiv Ranjan:
Software Defined Membrane: Policy-Driven Edge and Internet of Things Security. IEEE Cloud Comput. 4(4): 92-99 (2017) - [j16]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) - [j15]Andrej Podzimek, Lubomír Bulej, Lydia Y. Chen, Walter Binder, Petr Tuma:
Reprint of "Robust partial-load experiments with Showstopper". Future Gener. Comput. Syst. 72: 81-104 (2017) - [j14]Derya Cavdar, Lydia Y. Chen, Fatih Alagöz:
Priority Scheduling for Heterogeneous Workloads: Tradeoff Between Evictions and Response Time. IEEE Syst. J. 11(2): 684-695 (2017) - [j13]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) - [j12]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Failure Analysis and Prediction for Big-Data Systems. IEEE Trans. Serv. Comput. 10(6): 984-998 (2017) - [c80]Nathaniel Morris, Christopher Stewart, Robert Birke, Lydia Y. Chen, Jaimie Kelley:
Early work on modeling computational sprinting. SoCC 2017: 661 - [c79]Robert Birke, Mathias Björkqvist, Evangelia Kalyvianaki, Lydia Y. Chen:
Meeting Latency Target in Transient Burst: A Case on Spark Streaming. IC2E 2017: 149-158 - [c78]Haiyang Sun, Robert Birke, Walter Binder, Mathias Björkqvist, Lydia Y. Chen:
AccStream: Accuracy-Aware Overload Management for Stream Processing Systems. ICAC 2017: 39-48 - [c77]Juan F. Pérez, Robert Birke, Mathias Björkqvist, Lydia Y. Chen:
Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment. ICDCS 2017: 988-998 - [c76]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 - [c75]Juan F. Pérez, Robert Birke, Lydia Y. Chen:
On the latency-accuracy tradeoff in approximate MapReduce jobs. INFOCOM 2017: 1-9 - [c74]Rui Han, Fan Zhang, Lydia Y. Chen, Jianfeng Zhan:
Work-in-Progress: Maximizing Model Accuracy in Real-time and Iterative Machine Learning. RTSS 2017: 351-353 - [c73]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 - [e1]Lydia Y. Chen, Hans P. Reiser:
Distributed Applications and Interoperable Systems - 17th IFIP WG 6.1 International Conference, DAIS 2017, Held as Part of the 12th International Federated Conference on Distributed Computing Techniques, DisCoTec 2017, Neuchâtel, Switzerland, June 19-22, 2017, Proceedings. Lecture Notes in Computer Science 10320, Springer 2017, ISBN 978-3-319-59664-8 [contents] - 2016
- [j11]Maria Fazio, Antonio Celesti, Rajiv Ranjan, Chang Liu, Lydia Y. Chen, Massimo Villari:
Open Issues in Scheduling Microservices in the Cloud. IEEE Cloud Comput. 3(5): 81-88 (2016) - [j10]Andrej Podzimek, Lubomír Bulej, Lydia Y. Chen, Walter Binder, Petr Tuma:
Robust partial-load experiments with Showstopper. Future Gener. Comput. Syst. 64: 15-38 (2016) - [j9]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) - [j8]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) - [j7]Nikolaos Chrysos, Lydia Y. Chen, Christoforos Kachris, Manolis Katevenis:
Discharging the Network From Its Flow Control Headaches: Packet Drops and HOL Blocking. IEEE/ACM Trans. Netw. 24(1): 15-28 (2016) - [c72]Andrea Rosà, Lydia Y. Chen, Walter Binder:
AkkaProf: A Profiler for Akka Actors in Parallel and Distributed Applications. APLAS 2016: 139-147 - [c71]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 - [c70]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 - [c69]Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Managing Data Center Tickets: Prediction and Active Sizing. DSN 2016: 335-346 - [c68]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Efficient profiling of actor-based applications in parallel and distributed systems. ICOOOLPS@ECOOP 2016: 9:1-9:3 - [c67]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Profiling actor utilization and communication in Akka. Erlang Workshop 2016: 24-32 - [c66]