A Multi-Objective Framework for Optimizing GPU-Enabled VM Placement in Cloud Data Centers with Multi-Instance GPU Technology
Fuente:
arXiv
Saved in:
| Main Authors: | Siavashi, Ahmad, Momtazpour, Mahmoud |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration
by: Wang, Tianyu, et al.
Published: (2024)
by: Wang, Tianyu, et al.
Published: (2024)
KubeDSM: A Kubernetes-based Dynamic Scheduling and Migration Framework for Cloud-Assisted Edge Clusters
by: Pashaeehir, Amirhossein, et al.
Published: (2025)
by: Pashaeehir, Amirhossein, et al.
Published: (2025)
On the Partitioning of GPU Power among Multi-Instances
by: Vamja, Tirth, et al.
Published: (2025)
by: Vamja, Tirth, et al.
Published: (2025)
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)
An Online Fragmentation-Aware Scheduler for Managing GPU-Sharing Workloads on Multi-Instance GPUs
by: Ting, Hsu-Tzu, et al.
Published: (2025)
by: Ting, Hsu-Tzu, et al.
Published: (2025)
Optimizing Service Placement in Edge-to-Cloud AR/VR Systems using a Multi-Objective Genetic Algorithm
by: Herabad, Mohammadsadeq Garshasbi, et al.
Published: (2024)
by: Herabad, Mohammadsadeq Garshasbi, et al.
Published: (2024)
Optimal Workload Placement on Multi-Instance GPUs
by: Turkkan, Bekir, et al.
Published: (2024)
by: Turkkan, Bekir, et al.
Published: (2024)
Disaggregated Design for GPU-Based Volumetric Data Structures
by: Meneghin, Massimiliano, et al.
Published: (2025)
by: Meneghin, Massimiliano, et al.
Published: (2025)
GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management
by: Duan, Jiaang, et al.
Published: (2025)
by: Duan, Jiaang, et al.
Published: (2025)
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)
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)
Adaptive Multidimensional Quadrature on Multi-GPU Systems
by: Tonarelli, Melanie, et al.
Published: (2025)
by: Tonarelli, Melanie, et al.
Published: (2025)
Guardian: Safe GPU Sharing in Multi-Tenant Environments
by: Pavlidakis, Manos, et al.
Published: (2024)
by: Pavlidakis, Manos, et al.
Published: (2024)
Agora: Bridging the GPU Cloud Resource-Price Disconnect
by: McDougall, Ian, et al.
Published: (2025)
by: McDougall, Ian, et al.
Published: (2025)
Reducing Fragmentation and Starvation in GPU Clusters through Dynamic Multi-Objective Scheduling
by: Mamirov, Akhmadillo
Published: (2025)
by: Mamirov, Akhmadillo
Published: (2025)
Improving Multi-Instance GPU Efficiency via Sub-Entry Sharing TLB Design
by: Li, Bingyao, et al.
Published: (2024)
by: Li, Bingyao, et al.
Published: (2024)
Coordinating GPU Data Centers and Power Grid Regulation Service for Exogenous Carbon Benefits
by: Jahanshahi, Ali, et al.
Published: (2026)
by: Jahanshahi, Ali, et al.
Published: (2026)
FaaSTube: Optimizing GPU-oriented Data Transfer for Serverless Computing
by: Wu, Hao, et al.
Published: (2024)
by: Wu, Hao, et al.
Published: (2024)
Optimizing the Variant Calling Pipeline Execution on Human Genomes Using GPU-Enabled Machines
by: Kumar, Ajay, et al.
Published: (2025)
by: Kumar, Ajay, et al.
Published: (2025)
FastGraph: Optimized GPU-Enabled Algorithms for Fast Graph Building and Message Passing
by: Agarwal, Aarush, et al.
Published: (2025)
by: Agarwal, Aarush, et al.
Published: (2025)
Optimizing Bloom Filters for Modern GPU Architectures
by: Jünger, Daniel, et al.
Published: (2025)
by: Jünger, Daniel, 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)
RAFI -- A Ray/Work Forwarding Infrastructure for Data Parallel Multi-Node/Multi-GPU Computing
by: Wald, Ingo, et al.
Published: (2026)
by: Wald, Ingo, et al.
Published: (2026)
Host-Side Telemetry for Performance Diagnosis in Cloud and HPC GPU Infrastructure
by: Darzi, Erfan, et al.
Published: (2025)
by: Darzi, Erfan, et al.
Published: (2025)
Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers
by: Maurya, Avinash, et al.
Published: (2024)
by: Maurya, Avinash, et al.
Published: (2024)
HarMoEny: Efficient Multi-GPU Inference of MoE Models
by: Doucet, Zachary, et al.
Published: (2025)
by: Doucet, Zachary, et al.
Published: (2025)
Multi-GPU Acceleration of PALABOS Fluid Solver using C++ Standard Parallelism
by: Latt, Jonas, et al.
Published: (2025)
by: Latt, Jonas, et al.
Published: (2025)
Multi-core & GPU-based Balanced Butterfly Counting in Signed Bipartite Graphs
by: Kiran, Mekala, et al.
Published: (2026)
by: Kiran, Mekala, et al.
Published: (2026)
A Preliminary Study on Accelerating Simulation Optimization with GPU Implementation
by: He, Jinghai, et al.
Published: (2024)
by: He, Jinghai, et al.
Published: (2024)
TURNIP: A "Nondeterministic" GPU Runtime with CPU RAM Offload
by: Ding, Zhimin, et al.
Published: (2024)
by: Ding, Zhimin, et al.
Published: (2024)
A Framework for Fine-Grained Synchronization of Dependent GPU Kernels
by: Jangda, Abhinav, et al.
Published: (2023)
by: Jangda, Abhinav, et al.
Published: (2023)
NCCLZ: Compression-Enabled GPU Collectives with Decoupled Quantization and Entropy Coding
by: Wang, Jiamin, et al.
Published: (2026)
by: Wang, Jiamin, et al.
Published: (2026)
GPZ: GPU-Accelerated Lossy Compressor for Particle Data
by: Li, Ruoyu, et al.
Published: (2025)
by: Li, Ruoyu, et al.
Published: (2025)
WarmServe: Enabling One-for-Many GPU Prewarming for Multi-LLM Serving
by: Lou, Chiheng, et al.
Published: (2025)
by: Lou, Chiheng, et al.
Published: (2025)
Zorse: Optimizing LLM Training Efficiency on Heterogeneous GPU Clusters
by: Guo, Runsheng Benson, et al.
Published: (2025)
by: Guo, Runsheng Benson, et al.
Published: (2025)
Parallel GPU-Enabled Algorithms for SpGEMM on Arbitrary Semirings with Hybrid Communication
by: McFarland, Thomas, et al.
Published: (2025)
by: McFarland, Thomas, et al.
Published: (2025)
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)
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)
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)
Similar Items
-
Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration
by: Wang, Tianyu, et al.
Published: (2024) -
KubeDSM: A Kubernetes-based Dynamic Scheduling and Migration Framework for Cloud-Assisted Edge Clusters
by: Pashaeehir, Amirhossein, et al.
Published: (2025) -
On the Partitioning of GPU Power among Multi-Instances
by: Vamja, Tirth, et al.
Published: (2025) -
Accelerating Intra-Node GPU-to-GPU Communication Through Multi-Path Transfers with CUDA Graphs
by: Sojoodi, Amirhossein, et al.
Published: (2026) -
An Online Fragmentation-Aware Scheduler for Managing GPU-Sharing Workloads on Multi-Instance GPUs
by: Ting, Hsu-Tzu, et al.
Published: (2025)