On the Promise and Challenges of Foundation Models for Learning-based Cloud Systems Management
- Haoran Qiu
- Weichao Mao
- et al.
- 2023
- NeurIPS 2023
Publications
33 results for Chen Wang
PALM: Adaptive Resource Allocation for Datacenter Power Capping
- Haoran Qiu
- Linghao Zhang
- et al.
- 2023
- NeurIPS 2023
Advancing Cloud Sustainability: A Versatile Framework for Container Power Model Training
- 2023
- MASCOTS 2023
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems
- Haoran Qiu
- Weichao Mao
- et al.
- 2023
- USENIX ATC 2023
Recent advances in Container Orchestration: Network-Aware Scheduling in Container Clouds
- Jose Santos
- Chen Wang
- 2023
- NetSoft 2023
DEFT: SLO-Driven Preemptive Scheduling for Containerized DNN Serving
- Yitian Hao
- Wenqing Wu
- et al.
- 2023
- NSDI 2023
Cloud-native Workflow Scheduling using a Hybrid Priority Rule and Dynamic Task Parallelism
- Jungeun Shin
- Diana Arroyo
- et al.
- 2022
- SoCC 2022
Floki: A Proactive Data Forwarding System for Direct Inter-Function Communication for Serverless Workflows
- Anna Maria Nestorov
- Josep Berral
- et al.
- 2022
- Middleware 2022
Is Function-as-a-Service a Good Fit for Latency-Critical Services?
- Haoran Qiu
- Saurabh Jha
- et al.
- 2021
- Middleware 2021
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
- Zinan Lin
- Alankar Jain
- et al.
- 2020
- ACM IMC 2020