resource utilization

DVLA: Dynamic VM Lifetime Aware Scheduling for Drifting Lifetime Distributions and Long-Lived VM Placement Debt (Operational Systems) OSDI 2026 vBOIDs: Taming Chaos via Coarse-Grained Scheduling Abstraction for Containers OSDI 2026 PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor IJCAI 2025 Quantum Virtual Machines OSDI 2025 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024 Characterization of Large Language Model Development in the Datacenter NSDI 2024 USHER: Holistic Interference Avoidance for Resource Optimized ML Inference OSDI 2024 ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks NeurIPS 2023 Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception NeurIPS 2023 FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning NSDI 2023 Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters OSDI 2023 MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters NSDI 2022 AntMan: Dynamic Scaling on GPU Clusters for Deep Learning OSDI 2020 Sol: Fast Distributed Computation Over Slow Networks NSDI 2020 LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation OSDI 2018 Metron: NFV Service Chains at the True Speed of the Underlying Hardware NSDI 2018 DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services OSDI 2016 Kraken: Leveraging Live Traffic Tests to Identify and Resolve Resource Utilization Bottlenecks in Large Scale Web Services OSDI 2016