Lydia Y. Chen
Orcid: 0000-0002-4228-6735Affiliations:
- IBM Research, Zurich, Switzerland
- Pennsylvania State University, University Park, PA, USA (former)
According to our database1,
Lydia Y. Chen
authored at least 218 papers
between 2004 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge.
Future Gener. Comput. Syst., 2025
2024
IEEE Trans. Knowl. Data Eng., December, 2024
ElasticDNN: On-Device Neural Network Remodeling for Adapting Evolving Vision Domains at Edge.
IEEE Trans. Computers, June, 2024
Future Gener. Comput. Syst., 2024
CoRR, 2024
Share Your Secrets for Privacy! Confidential Forecasting with Vertical Federated Learning.
CoRR, 2024
CoRR, 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024
Proceedings of the 25th International Middleware Conference, 2024
S i 1 o F use: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
Trustworthy Federated Learning Systems.
Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Fast DRL-based scheduler configuration tuning for reducing tail latency in edge-cloud jobs.
J. Cloud Comput., December, 2023
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Characterizing Distributed Machine Learning Workloads on Apache Spark: (Experimentation and Deployment Paper).
Proceedings of the 24th International Middleware Conference, 2023
Proceedings of the International Conference on Machine Learning, 2023
EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at Edge.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Defending Against Free-Riders Attacks in Distributed Generative Adversarial Networks.
Proceedings of the Financial Cryptography and Data Security, 2023
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023
2022
Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge.
IEEE Trans. Serv. Comput., 2022
IEEE Trans. Parallel Distributed Syst., 2022
Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G.
IEEE Trans. Ind. Informatics, 2022
Pervasive Mob. Comput., 2022
Proceedings of the 41st International Symposium on Reliable Distributed Systems, 2022
Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022
Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022
Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022
EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud Workloads and Resources.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the 51st International Conference on Parallel Processing, 2022
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the Asian Conference on Machine Learning, 2022
Proceedings of the Asian Conference on Machine Learning, 2022
2021
IEEE Trans. Serv. Comput., 2021
SGD$\_$_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition.
IEEE Trans. Parallel Distributed Syst., 2021
IEEE Trans. Parallel Distributed Syst., 2021
IEEE Trans. Parallel Distributed Syst., 2021
Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II.
IEEE Trans. Netw. Serv. Manag., 2021
IEEE Trans. Knowl. Data Eng., 2021
IEEE Trans. Dependable Secur. Comput., 2021
Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach.
IEEE Trans. Dependable Secur. Comput., 2021
Locality Sensitive Hash Aggregated Nonlinear Neighborhood Matrix Factorization for Online Sparse Big Data Analysis.
Trans. Data Sci., 2021
Locality Sensitive Hash Aggregated Nonlinear Neighbourhood Matrix Factorization for Online Sparse Big Data Analysis.
CoRR, 2021
Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning.
CoRR, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the BDCAT '21: 2021 IEEE/ACM 8th International Conference on Big Data Computing, Applications and Technologies, Leicester, United Kingdom, December 6, 2021
Proceedings of the Asian Conference on Machine Learning, 2021
Proceedings of the Asian Conference on Machine Learning, 2021
2020
IEEE Trans. Serv. Comput., 2020
IEEE Trans. Serv. Comput., 2020
Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I.
IEEE Trans. Netw. Serv. Manag., 2020
Future Gener. Comput. Syst., 2020
SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition.
CoRR, 2020
Proceedings of the Second IEEE International Conference on Trust, 2020
PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters.
Proceedings of the Middleware '20: 21st International Middleware Conference, 2020
Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020
2019
IEEE Trans. Parallel Distributed Syst., 2019
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019
Proceedings of the First IEEE International Conference on Trust, 2019
Proceedings of the 20th International Middleware Conference, 2019
Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
2018
IEEE Trans. Netw. Serv. Manag., 2018
Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability.
ACM Trans. Auton. Adapt. Syst., 2018
A multi-layered performance analysis for cloud-based topic detection and tracking in Big Data applications.
Future Gener. Comput. Syst., 2018
IEEE Cloud Comput., 2018
Proceedings of the 37th IEEE Symposium on Reliable Distributed Systems, 2018
Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, 2018
AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud Short-Running Jobs.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
Proceedings of the 2018 IEEE International Conference on Autonomic Computing, 2018
Proceedings of the Thirteenth EuroSys Conference, 2018
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018
2017
IEEE Trans. Serv. Comput., 2017
IEEE Trans. Parallel Distributed Syst., 2017
Priority Scheduling for Heterogeneous Workloads: Tradeoff Between Evictions and Response Time.
IEEE Syst. J., 2017
Future Gener. Comput. Syst., 2017
IEEE Commun. Stand. Mag., 2017
IEEE Cloud Comput., 2017
Proceedings of the 36th IEEE Symposium on Reliable Distributed Systems, 2017
Work-in-Progress: Maximizing Model Accuracy in Real-time and Iterative Machine Learning.
Proceedings of the 2017 IEEE Real-Time Systems Symposium, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017
Proceedings of the 2017 IEEE International Conference on Cloud Engineering, 2017
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017
State of Practice of Non-self-aware Virtual Machine Management in Cloud Data Centers.
Proceedings of the Self-Aware Computing Systems., 2017
Proceedings of the Self-Aware Computing Systems., 2017
2016
Discharging the Network From Its Flow Control Headaches: Packet Drops and HOL Blocking.
IEEE/ACM Trans. Netw., 2016
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2016
IEEE Trans. Netw. Serv. Manag., 2016
Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016
Proceedings of the IEEE 23rd International Conference on Software Analysis, 2016
Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems, 2016
Proceedings of the 24th IEEE International Symposium on Modeling, 2016
Proceedings of the 2016 ITU Kaleidoscope: ICTs for a Sustainable World, 2016
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016
Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016
Proceedings of the 2016 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, 2016
Proceedings of the 15th International Workshop on Erlang, 2016
Proceedings of the 11th Workshop on Implementation, 2016
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016
Integrated Energy Efficient Data Centre Management for Green Cloud Computing - The FP7 GENiC Project Experience.
Proceedings of the CLOSER 2016, 2016
Proceedings of the Programming Languages and Systems - 14th Asian Symposium, 2016
2015
Proceedings of the Handbook on Data Centers, 2015
SIGMETRICS Perform. Evaluation Rev., 2015
SIGMETRICS Perform. Evaluation Rev., 2015
Future Gener. Comput. Syst., 2015
PRACTISE - Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015
When Virtual Meets Physical at the Edge: A Field Study on Datacenters' Virtual Traffic.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015
Catching failures of failures at big-data clusters: A two-level neural network approach.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015
Recouping Energy Costs From Cloud Tenants: Tenant Demand Response Aware Pricing Design.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015
Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015
Proceedings of the 11th International Conference on Network and Service Management, 2015
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
Analyzing the Impact of CPU Pinning and Partial CPU Loads on Performance and Energy Efficiency.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
2014
SIGMETRICS Perform. Evaluation Rev., 2014
What to expect when you are consolidating: effective prediction models of application performance on multicores.
Clust. Comput., 2014
Multi-resource characterization and their (in)dependencies in production datacenters.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014
Proceedings of the IEEE Global Communications Conference, 2014
(Big)data in a virtualized world: volume, velocity, and variety in cloud datacenters.
Proceedings of the 12th USENIX conference on File and Storage Technologies, 2014
Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics.
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014
2013
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013
Proceedings of the 21st IEEE/ACM International Symposium on Quality of Service, 2013
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013
State-of-the-practice in data center virtualization: Toward a better understanding of VM usage.
Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013
2012
Proceedings of the Third Joint WOSP/SIPEW International Conference on Performance Engineering, 2012
Proceedings of the 2012 Fifth IEEE International Conference on Service-Oriented Computing and Applications (SOCA), 2012
Proceedings of the 9th International Conference on Autonomic Computing, 2012
Achieving application-centric performance targets via consolidation on multicores: myth or reality?
Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks, 2012
Proceedings of the 10th Annual IEEE/ACM International Symposium on Code Generation and Optimization, 2012
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012
2011
Proceedings of the Winter Simulation Conference 2011, 2011
Proceedings of the 4th Workshop on Power-Aware Computing and Systems, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of IEEE International Conference on Communications, 2011
2010
Proceedings of the MASCOTS 2010, 2010
Proceedings of the 5th IEEE Asia-Pacific Services Computing Conference, 2010
Proceedings of the 2010 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2010
Proceedings of the 2010 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2010
2009
Proceedings of the 28th International Performance Computing and Communications Conference, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Proceedings of IEEE International Conference on Communications, 2009
2006
Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, 2006
A first-principles based LPV modeling and design for performance management of Internet Web servers.
Proceedings of the American Control Conference, 2006
2005
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005
2004
Pricing-based strategies for autonomic control of web servers for time-varying request arrivals.
Eng. Appl. Artif. Intell., 2004
Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004