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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
- 2021
[j34]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)- [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) - [c97]Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen:
Masa: Responsive Multi-DNN Inference on the Edge. PerCom 2021: 1-10 - [c96]Jeroen Galjaard, Bart Cox, Amirmasoud Ghiassi, Lydia Y. Chen, Robert Birke:
MemA: Fast Inference of Multiple Deep Models. PerCom Workshops 2021: 281-286 - [c95]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 - [c94]Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen:
Online Label Aggregation: A Variational Bayesian Approach. WWW 2021: 1904-1915 - [i15]Zilong Zhao, Aditya Kunar, Hiek Van der Scheer, Robert Birke, Lydia Y. Chen:
CTAB-GAN: Effective Table Data Synthesizing. CoRR abs/2102.08369 (2021) - [i14]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) - [i13]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) - [i12]Aditya Kunar, Robert Birke, Zilong Zhao, Lydia Y. Chen:
DTGAN: Differential Private Training for Tabular GANs. CoRR abs/2107.02521 (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) - [c93]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 - [c92]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 - [c91]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) - [c90]Bingqian Lu, Jianyi Yang, Lydia Y. Chen, Shaolei Ren:
Automating Deep Neural Network Model Selection for Edge Inference. CogMI 2019: 184-193 - [c89]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 - [c88]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 - [c87]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 - [c86]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 - [c85]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) - [c84]Rania Talbi, Sara Bouchenak, Lydia Y. Chen:
Towards Dynamic End-to-End Privacy Preserving Data Classification. DSN Workshops 2018: 73-74 - [c83]Nathaniel Morris, Christopher Stewart, Lydia Y. Chen, Robert Birke, Jaimie Kelley:
Model-driven computational sprinting. EuroSys 2018: 38:1-38:13 - [c82]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 - [c81]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 - [c80]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 - [c79]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) - [c78]Nathaniel Morris, Christopher Stewart, Robert Birke, Lydia Y. Chen, Jaimie Kelley:
Early work on modeling computational sprinting. SoCC 2017: 661 - [c77]Robert Birke, Mathias Björkqvist, Evangelia Kalyvianaki, Lydia Y. Chen:
Meeting Latency Target in Transient Burst: A Case on Spark Streaming. IC2E 2017: 149-158 - [c76]Haiyang Sun, Robert Birke, Walter Binder, Mathias Björkqvist, Lydia Y. Chen:
AccStream: Accuracy-Aware Overload Management for Stream Processing Systems. ICAC 2017: 39-48 - [c75]Juan F. Pérez, Robert Birke, Mathias Björkqvist, Lydia Y. Chen:
Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment. ICDCS 2017: 988-998 - [c74]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 - [c73]Juan F. Pérez, Robert Birke, Lydia Y. Chen:
On the latency-accuracy tradeoff in approximate MapReduce jobs. INFOCOM 2017: 1-9 - [c72]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 - [c71]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) - [c70]Andrea Rosà, Lydia Y. Chen, Walter Binder:
AkkaProf: A Profiler for Akka Actors in Parallel and Distributed Applications. APLAS 2016: 139-147 - [c69]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 - [c68]Navaneeth Rameshan, Robert Birke, Leandro Navarro, Vladimir Vlassov, Bhuvan Urgaonkar, George Kesidis, Martin Schmatz, Lydia Y. Chen:
Profiling Memory Vulnerability of Big-Data Applications. DSN Workshops 2016: 258-261 - [c67]Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Managing Data Center Tickets: Prediction and Active Sizing. DSN 2016: 335-346 - [c66]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 - [c65]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Profiling actor utilization and communication in Akka. Erlang Workshop 2016: 24-32 - [c64]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Actor profiling in virtual execution environments. GPCE 2016: 36-46 - [c63]Robert Birke, Evangelia Kalyvianaki, Walter Binder, Martin Schmatz, Lydia Y. Chen:
Dynamic Block Sizing for Data Stream Processing Systems. IC2E Workshops 2016: 216-222 - [c62]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 - [c61]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 - [c60]Robert Birke, Mathias Björkqvist, Evangelia Kalyvianaki, Lydia Y. Chen:
Dslash: Managing Data in Overloaded Batch Streaming Systems. ICDCS 2016: 745-746 - [c59]Andrea Rosà, Lydia Y. Chen, Walter Binder:
An Endpoint Communication Profiling Tool for Distributed Computing Frameworks. ICDCS 2016: 765-766 - [c58]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 - [c57]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 - [c56]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 - [c55]Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Tale of Tails: Anomaly Avoidance in Data Centers. SRDS 2016: 91-100 - [c54]Yudi Zheng, Andrea Rosà, Luca Salucci, Yao Li, Haiyang Sun, Omar Javed, Lubomír Bulej, Lydia Y. Chen, Zhengwei Qi, Walter Binder:
AutoBench: Finding Workloads That You Need Using Pluggable Hybrid Analyses. SANER 2016: 639-643 - [c53]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
- [j6]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) - [j5]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) - [j4]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) - [c52]Andrej Podzimek, Lubomír Bulej, Lydia Y. Chen, Walter Binder, Petr Tuma:
Analyzing the Impact of CPU Pinning and Partial CPU Loads on Performance and Energy Efficiency. CCGRID 2015: 1-10 - [c51]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Predicting and Mitigating Jobs Failures in Big Data Clusters. CCGRID 2015: 221-230 - [c50]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Understanding Unsuccessful Executions in Big-Data Systems. CCGRID 2015: 741-744 - [c49]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 - [c48]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Understanding the Dark Side of Big Data Clusters: An Analysis beyond Failures. DSN 2015: 207-218 - [c47]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 - [c46]Yijun Ying, Robert Birke, Cheng Wang, Lydia Y. Chen, Natarajan Gautam:
Optimizing Energy, Locality and Priority in a MapReduce Cluster. ICAC 2015: 21-30 - [c45]Sebastiano Spicuglia, Lydia Y. Chen, Robert Birke, Walter Binder:
Optimizing capacity allocation for big data applications in cloud datacenters. IM 2015: 511-517 - [c44]Sebastiano Spicuglia, Mathias Björkqvist, Lydia Y. Chen, Walter Binder:
Catching the response time tail in the cloud. IM 2015: 572-577 - [c43]Andrea Rosà, Lydia Y. Chen, Walter Binder:
Catching failures of failures at big-data clusters: A two-level neural network approach. IWQoS 2015: 231-236 - [c42]Joel Vallone, Robert Birke, Lydia Y. Chen, Babak Falsafi:
Contention detection by throttling: A black-box on-line approach. IWQoS 2015: 237-242 - [c41]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 - [c40]Robert Birke, Mathias Björkqvist, Cyriel Minkenberg, Martin Schmatz, Lydia Y. Chen:
When Virtual Meets Physical at the Edge: A Field Study on Datacenters' Virtual Traffic. SIGMETRICS 2015: 403-415 - [c39]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 - [c38]Dirk Pesch, Alan McGibney, Piotr Sobonski, Susan Rea, Thomas Scherer, Lydia Yiyu Chen, Ton Engbersen, Deepak Mehta, Barry O'Sullivan, Enric Pages, Jacinta Townley, Dhanaraja Kasinathan, J. Ignacio Torrens, Vojtech Zavrel, J. L. M. Hensen:
The GENiC Architecture for Integrated Data Centre Energy Management. UCC 2015: 540-546 - [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
- [j3]Lydia Y. Chen, Giuseppe Serazzi, Danilo Ansaloni, Evgenia Smirni, Walter Binder:
What to expect when you are consolidating: effective prediction models of application performance on multicores. Clust. Comput. 17(1): 19-37 (2014) - [j2]Derya Çavdar, Andrea Rosà, Lydia Y. Chen, Walter Binder, Fatih Alagöz:
Quantifying the Brown Side of Priority Schedulers: Lessons from Big Clusters. SIGMETRICS Perform. Evaluation Rev. 42(3): 76-81 (2014) - [c37]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 - [c36]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 - [c35]Derya Cavdar, Lydia Y. Chen, Fatih Alagöz:
Green MapReduce for heterogeneous data centers. GLOBECOM 2014: 1120-1126 - [c34]Andrea Rosà, Walter Binder, Lydia Y. Chen, Marco Gribaudo, Giuseppe Serazzi:
ParSim: A Tool for Workload Modeling and Reproduction of Parallel Applications. MASCOTS 2014: 494-497 - [c33]Andrej Podzimek, Lydia Y. Chen, Lubomír Bulej, Walter Binder, Petr Tuma:
Showstopper: The Partial CPU Load Tool. MASCOTS 2014: 510-513 - [c32]Robert Birke, Lydia Y. Chen, Evgenia Smirni:
Multi-resource characterization and their (in)dependencies in production datacenters. NOMS 2014: 1-6 - 2013
- [c31]Sebastiano Spicuglia, Lydia Y. Chen, Walter Binder:
Join the Best Queue: Reducing Performance Variability in Heterogeneous Systems. IEEE CLOUD 2013: 139-146 - [c30]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 - [c29]Mathias Björkqvist, Sebastiano Spicuglia, Lydia Y. Chen, Walter Binder:
QoS-Aware Service VM Provisioning in Clouds: Experiences, Models, and Cost Analysis. ICSOC 2013: 69-83 - [c28]Robert Birke, Lydia Y. Chen, Cyriel Minkenberg:
A datacenter network tale from a server's perspective. IWQoS 2013: 99-108 - [c27]Andrej Podzimek, Lydia Y. Chen:
Transforming System Load to Throughput for Consolidated Applications. MASCOTS 2013: 288-292 - [c26]