Understanding GPU Resource Interference One Level Deeper
Fuente:
arXiv
Saved in:
| Main Authors: | Elvinger, Paul, Strati, Foteini, Jerger, Natalie Enright, Klimovic, Ana |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving
by: Strati, Foteini, et al.
Published: (2024)
by: Strati, Foteini, et al.
Published: (2024)
Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters
by: Strati, Foteini, et al.
Published: (2025)
by: Strati, Foteini, et al.
Published: (2025)
SmartPQ: An Adaptive Concurrent Priority Queue for NUMA Architectures
by: Giannoula, Christina, et al.
Published: (2024)
by: Giannoula, Christina, et al.
Published: (2024)
Semantic-Aware Scheduling for GPU Clusters with Large Language Models
by: Wang, Zerui, et al.
Published: (2025)
by: Wang, Zerui, et al.
Published: (2025)
DeltaZip: Efficient Serving of Multiple Full-Model-Tuned LLMs
by: Yao, Xiaozhe, et al.
Published: (2023)
by: Yao, Xiaozhe, et al.
Published: (2023)
Data-Driven Analysis to Understand GPU Hardware Resource Usage of Optimizations
by: Islam, Tanzima Z., et al.
Published: (2024)
by: Islam, Tanzima Z., et al.
Published: (2024)
Understanding the Landscape of Ampere GPU Memory Errors
by: Zhu, Zhu, et al.
Published: (2025)
by: Zhu, Zhu, et al.
Published: (2025)
Agora: Bridging the GPU Cloud Resource-Price Disconnect
by: McDougall, Ian, et al.
Published: (2025)
by: McDougall, Ian, et al.
Published: (2025)
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters
by: Mo, Zizhao, et al.
Published: (2024)
by: Mo, Zizhao, et al.
Published: (2024)
VDCores: Resource Decoupled Programming and Execution for Asynchronous GPU
by: He, Zijian, et al.
Published: (2026)
by: He, Zijian, et al.
Published: (2026)
ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments
by: Jiang, Youhe, et al.
Published: (2025)
by: Jiang, Youhe, et al.
Published: (2025)
Understanding GPU Triggering APIs for MPI+X Communication
by: Bridges, Patrick G., et al.
Published: (2024)
by: Bridges, Patrick G., et al.
Published: (2024)
Boosting LLM Serving through Spatial-Temporal GPU Resource Sharing
by: Lin, Zejia, et al.
Published: (2025)
by: Lin, Zejia, et al.
Published: (2025)
Concurrent Scheduling of High-Level Parallel Programs on Multi-GPU Systems
by: Knorr, Fabian, et al.
Published: (2025)
by: Knorr, Fabian, et al.
Published: (2025)
Hestia: Hyperthread-Level Scheduling for Cloud Microservices with Interference-Aware Attention
by: Yang, Dingyu, et al.
Published: (2026)
by: Yang, Dingyu, et al.
Published: (2026)
Understanding Data Movement in AMD Multi-GPU Systems with Infinity Fabric
by: Schieffer, Gabin, et al.
Published: (2024)
by: Schieffer, Gabin, et al.
Published: (2024)
GPU Memory and Utilization Estimation for Training-Aware Resource Management: Opportunities and Limitations
by: Yousefzadeh-Asl-Miandoab, Ehsan, et al.
Published: (2026)
by: Yousefzadeh-Asl-Miandoab, Ehsan, et al.
Published: (2026)
Torpor: GPU-Enabled Serverless Computing for Low-Latency, Resource-Efficient Inference
by: Yu, Minchen, et al.
Published: (2023)
by: Yu, Minchen, et al.
Published: (2023)
HiRace: Accurate and Fast Source-Level Race Checking of GPU Programs
by: Jacobson, John, et al.
Published: (2024)
by: Jacobson, John, et al.
Published: (2024)
Dilu: Enabling GPU Resourcing-on-Demand for Serverless DL Serving via Introspective Elasticity
by: Lv, Cunchi, et al.
Published: (2025)
by: Lv, Cunchi, et al.
Published: (2025)
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
by: Jiang, Youhe, et al.
Published: (2025)
by: Jiang, Youhe, et al.
Published: (2025)
Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing
by: Luo, Yizhou, et al.
Published: (2024)
by: Luo, Yizhou, et al.
Published: (2024)
Dirigent: Lightweight Serverless Orchestration
by: Cvetković, Lazar, et al.
Published: (2024)
by: Cvetković, Lazar, et al.
Published: (2024)
SpecInF: Exploiting Idle GPU Resources in Distributed DL Training via Speculative Inference Filling
by: Lv, Cunchi, et al.
Published: (2025)
by: Lv, Cunchi, et al.
Published: (2025)
Orchestrated Co-scheduling, Resource Partitioning, and Power Capping on CPU-GPU Heterogeneous Systems via Machine Learning
by: Saba, Issa, et al.
Published: (2024)
by: Saba, Issa, et al.
Published: (2024)
CUTHERMO: Understanding GPU Memory Inefficiencies with Heat Map Profiling
by: Zhao, Yanbo, et al.
Published: (2025)
by: Zhao, Yanbo, et al.
Published: (2025)
Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration
by: Wang, Tianyu, et al.
Published: (2024)
by: Wang, Tianyu, et al.
Published: (2024)
Accelerator-as-a-Service in Public Clouds: An Intra-Host Traffic Management View for Performance Isolation in the Wild
by: Zhao, Jiechen, et al.
Published: (2024)
by: Zhao, Jiechen, et al.
Published: (2024)
Optimising Virtual Resource Mapping in Multi-Level NUMA Disaggregated Systems
by: Lakew, Ewnetu Bayuh, et al.
Published: (2025)
by: Lakew, Ewnetu Bayuh, et al.
Published: (2025)
Accelerating Biclique Counting on GPU
by: Qiu, Linshan, et al.
Published: (2024)
by: Qiu, Linshan, et al.
Published: (2024)
GPU Sharing with Triples Mode
by: Byun, Chansup, et al.
Published: (2024)
by: Byun, Chansup, et al.
Published: (2024)
ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments
by: Lee, Munkyu, et al.
Published: (2024)
by: Lee, Munkyu, et al.
Published: (2024)
Accelerating Intra-Node GPU-to-GPU Communication Through Multi-Path Transfers with CUDA Graphs
by: Sojoodi, Amirhossein, et al.
Published: (2026)
by: Sojoodi, Amirhossein, et al.
Published: (2026)
SynergAI: Edge-to-Cloud Synergy for Architecture-Driven High-Performance Orchestration for AI Inference
by: Stathopoulou, Foteini, et al.
Published: (2025)
by: Stathopoulou, Foteini, et al.
Published: (2025)
Predictable LLM Serving on GPU Clusters
by: Darzi, Erfan, et al.
Published: (2025)
by: Darzi, Erfan, et al.
Published: (2025)
DuaLip-GPU Technical Report
by: Dexter, Gregory, et al.
Published: (2026)
by: Dexter, Gregory, et al.
Published: (2026)
Incidence Constraints in Hypergraph Partitioning on GPU
by: Ronzani, Marco, et al.
Published: (2026)
by: Ronzani, Marco, et al.
Published: (2026)
GPU Accelerated Sparse Cholesky Factorization
by: Karsavuran, M. Ozan, et al.
Published: (2024)
by: Karsavuran, M. Ozan, et al.
Published: (2024)
Heat: Satellite's meat is GPU's poison
by: Yuan, Zhehu, et al.
Published: (2024)
by: Yuan, Zhehu, et al.
Published: (2024)
HAS-GPU: Efficient Hybrid Auto-scaling with Fine-grained GPU Allocation for SLO-aware Serverless Inferences
by: Gu, Jianfeng, et al.
Published: (2025)
by: Gu, Jianfeng, et al.
Published: (2025)
Similar Items
-
DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving
by: Strati, Foteini, et al.
Published: (2024) -
Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters
by: Strati, Foteini, et al.
Published: (2025) -
SmartPQ: An Adaptive Concurrent Priority Queue for NUMA Architectures
by: Giannoula, Christina, et al.
Published: (2024) -
Semantic-Aware Scheduling for GPU Clusters with Large Language Models
by: Wang, Zerui, et al.
Published: (2025) -
DeltaZip: Efficient Serving of Multiple Full-Model-Tuned LLMs
by: Yao, Xiaozhe, et al.
Published: (2023)