Qianlin Liang

17 papers A 1B 1Misc 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lilou: Resource-aware model-driven latency prediction for GPU-accelerated model serving.
Perform. Evaluation
Qianlin Liang, Haoliang Wang, Prashant J. Shenoy
2025 J jnl
MEL: Multi-level Ensemble Learning for Resource-Constrained Environments.
CoRR
Krishna Praneet Gudipaty, Walid A. Hanafy, Kaan Ozkara, Qianlin Liang, Jesse Milzman, Prashant J. Shenoy, Suhas N. Diggavi
2024 — conf
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency.
SIGMETRICS/Performance (Abstracts)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy
2024 — conf
Going Green for Less Green: Optimizing the Cost of Reducing Cloud Carbon Emissions.
ASPLOS (3)
Walid A. Hanafy, Qianlin Liang, Noman Bashir, Abel Souza, David Irwin, Prashant J. Shenoy
2023 J jnl
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency.
CoRR
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy
2023 J jnl
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency.
Proc. ACM Meas. Anal. Comput. Syst.
Walid A. Hanafy, Qianlin Liang, Noman Bashir, David Irwin, Prashant J. Shenoy
2023 — conf
Dělen: Enabling Flexible and Adaptive Model-serving for Multi-tenant Edge AI.
IoTDI
Qianlin Liang, Walid A. Hanafy, Noman Bashir, Ahmed Ali-Eldin, David Irwin, Prashant J. Shenoy
2023 — conf
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications.
ASPLOS (2)
Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David Irwin, Prashant J. Shenoy
2023 Misc conf
Energy Time Fairness: Balancing Fair Allocation of Energy and Time for GPU Workloads.
SEC
Qianlin Liang, Walid A. Hanafy, Noman Bashir, David Irwin, Prashant J. Shenoy
2023 J jnl
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds.
ACM Trans. Auton. Adapt. Syst.
Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, Prashant J. Shenoy
2022 J jnl
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications.
CoRR
Abel Souza, Noman Bashir, Jorge Murillo, Walid A. Hanafy, Qianlin Liang, David Irwin, Prashant J. Shenoy
2022 J jnl
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds.
CoRR
Qianlin Liang, Walid A. Hanafy, Ahmed Ali-Eldin, Prashant J. Shenoy
2020 — conf
AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures.
IISWC
Qianlin Liang, Prashant J. Shenoy, David Irwin
2020 J jnl
AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures.
CoRR
Qianlin Liang, Prashant J. Shenoy, David Irwin
2018 J jnl
An Empirical Analysis of Amazon EC2 Spot Instance Features Affecting Cost-Effective Resource Procurement.
ACM Trans. Model. Perform. Evaluation Comput. Syst.
Cheng Wang, Qianlin Liang, Bhuvan Urgaonkar
2017 B conf
An Empirical Analysis of Amazon EC2 Spot Instance Features Affecting Cost-effective Resource Procurement.
ICPE
Cheng Wang, Qianlin Liang, Bhuvan Urgaonkar
2017 A conf
Exploiting Spot and Burstable Instances for Improving the Cost-efficacy of In-Memory Caches on the Public Cloud.
EuroSys
Cheng Wang, Bhuvan Urgaonkar, Aayush Gupta, George Kesidis, Qianlin Liang