Bingqian Lu, Jianyi Yang, Lydia Y. Chen, Shaolei Ren (2019), Automating Deep Neural Network Model Selection for Edge Inference, C. Ceballos (Eds.), In 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI) p.184-193, IEEE .

Robert Birke, Juan F. Perez, Sonia Ben Mokhtar, Navaneeth Rameshan, Lydia Y. Chen (2019), Chisel: Reshaping Queries to Trim Latency in Key-Value Stores, In Proceedings - 2019 IEEE International Conference on Autonomic Computing, ICAC 2019 p.42-51, Institute of Electrical and Electronics Engineers (IEEE).

Robert Birke, Isabelly Rocha, Juan Perez, Valerio Schiavoni, Pascal Felber, Lydia Y. Chen (2019), Differential approximation and sprinting for multi-priority big data engines, In Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference p.202-214, Association for Computing Machinery (ACM).

Lydia Y. Chen, Bhuvan Urgaonkar (2019), Message from the Technical Program Chairs, P. Kellenberger (Eds.), In 2019 IEEE International Conference on Autonomic Computing, ICAC 2019 p.XI, IEEE .

Amirmasoud Ghiassi, Taraneh Younesian, Zhilong Zhao, Robert Birke, Valerio Schiavoni, Lydia Y. Chen (2019), Robust (Deep) learning framework against dirty labels and beyond, In Proceedings - 1st IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2019 p.236-244, Institute of Electrical and Electronics Engineers (IEEE).

Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen (2019), Robust Anomaly Detection on Unreliable Data, In Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019 p.630-637, IEEE .

Rui Han, Chi Harold Liu, Shilin Li, Lydia Chen, Guoren Wang, Jian Tang, Jieping Ye (2019), SlimML: Removing Non- critical Input Data in Large-scale Iterative Machine Learning, In IEEE Transactions on Knowledge and Data Engineering Volume 33 p.2223-2236.

Rui Han, Chi Harold Liu, Zan Zong, Lydia Y. Chen, Wending Liu, Siyi Wang, Jianfeng Zhan (2019), Workload-Adaptive Configuration Tuning for Hierarchical Cloud Schedulers, In IEEE Transactions on Parallel and Distributed Systems Volume 30 p.2879-2895.

Meisong Wang, Prem Prakash Jayaraman, Ellis Solaiman, Lydia Y. Chen, Zheng Li, Song Jun, Dimitrios Georgakopoulos, Rajiv Ranjan (2018), A multi-layered performance analysis for cloud-based topic detection and tracking in Big Data applications, In Future Generation Computer Systems Volume 87 p.580-590.

Rui Han, Zan Zong, Lydia Y. Chen, Siyi Wang, Jianfeng Zhan (2018), AdaptiveConfig: Run-Time Configuration of Cluster Schedulers for Cloud Short-Running Jobs, In 38th IEEE International Conference on Distributed Computing Systems, ICDCS 2018, Vienna, Austria, July 2-6, 2018 p.1519-1526.