Exploiting Spot and Burstable Instances for Improving the Cost-efficacy of In-Memory Caches on the Public Cloud. - Cheng Wang 014; Bhuvan Urgaonkar; Aayush Gupta; George Kesidis; Qianlin Liang (EuroSys, 2017)

An Empirical Analysis of Amazon EC2 Spot Instance Features Affecting Cost-Effective Resource Procurement. - Cheng Wang 014; Qianlin Liang; Bhuvan Urgaonkar (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018)

AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures. - Qianlin Liang; Prashant J. Shenoy; David E. Irwin 001 (IISWC, 2020)

AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures. - Qianlin Liang; Prashant J. Shenoy; David E. Irwin 001 (CoRR, 2020)

Ecovisor: A Virtual Energy System for Carbon-Efficient Applications. - Abel Souza; Noman Bashir; Jorge Murillo; Walid A. Hanafy; Qianlin Liang; David E. Irwin 001; Prashant J. Shenoy (ASPLOS (2), 2023)

Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads. - Qianlin Liang; Walid A. Hanafy; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (SEC, 2023)

Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI. - Qianlin Liang; Walid A. Hanafy; Noman Bashir; Ahmed Ali-Eldin; David E. Irwin 001; Prashant J. Shenoy (IoTDI, 2023)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2023)

Model-driven Cluster Resource Management for AI Workloads in Edge Clouds. - Qianlin Liang; Walid A. Hanafy; Ahmed Ali-Eldin; Prashant J. Shenoy (ACM Trans. Auton. Adapt. Syst., 2023)

CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; David E. Irwin 001; Prashant J. Shenoy (Proc. ACM Meas. Anal. Comput. Syst., 2023)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (ASPLOS (3), 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions. - Walid A. Hanafy; Qianlin Liang; Noman Bashir; Abel Souza; David E. Irwin 001; Prashant J. Shenoy (Zenodo, 2024)

MEL: Multi-level Ensemble Learning for Resource-Constrained Environments. - Krishna Praneet Gudipaty; Walid A. Hanafy; Kaan Ozkara; Qianlin Liang; Jesse Milzman; Prashant J. Shenoy; Suhas N. Diggavi (CoRR, 2025)