From Patchwork to Network: A Comprehensive Framework for Demand Analysis and Fleet Optimization of Urban Air Mobility
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Xuan, Zhou, Xuanyu, Zhao, Yibo, Cao, Shangqing, Zhuang, Dingyi, Zhao, Jinhua, Koutsopoulos, Haris, Wang, Shenhao, Hansen, Mark, Sengupta, Raja |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Large Scale Multi-GPU Based Parallel Traffic Simulation for Accelerated Traffic Assignment and Propagation
by: Jiang, Xuan, et al.
Published: (2024)
by: Jiang, Xuan, et al.
Published: (2024)
FleetOpt: Analytical Fleet Provisioning for LLM Inference with Compress-and-Route as Implementation Mechanism
by: Chen, Huamin, et al.
Published: (2026)
by: Chen, Huamin, et al.
Published: (2026)
EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control
by: Li, Xiaochen, et al.
Published: (2024)
by: Li, Xiaochen, et al.
Published: (2024)
Large Language Model Partitioning for Low-Latency Inference at the Edge
by: Kafetzis, Dimitrios, et al.
Published: (2025)
by: Kafetzis, Dimitrios, et al.
Published: (2025)
Steering a Fleet: Adaptation for Large-Scale, Workflow-Based Experiments
by: Pruyne, Jim, et al.
Published: (2024)
by: Pruyne, Jim, et al.
Published: (2024)
AI-Driven Multi-Region Provisioning for Cloud Services Using Spot Fleets
by: Fabra, Javier, et al.
Published: (2026)
by: Fabra, Javier, et al.
Published: (2026)
Adaptive Heuristics for Scheduling DNN Inferencing on Edge and Cloud for Personalized UAV Fleets
by: Raj, Suman, et al.
Published: (2024)
by: Raj, Suman, 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)
inference-fleet-sim: A Queueing-Theory-Grounded Fleet Capacity Planner for LLM Inference
by: Chen, Huamin, et al.
Published: (2026)
by: Chen, Huamin, et al.
Published: (2026)
The workflow motif: a widely-useful performance diagnosis abstraction for distributed applications
by: Abdi, Mania, et al.
Published: (2025)
by: Abdi, Mania, et al.
Published: (2025)
Knowledge-driven Reasoning for Mobile Agentic AI: Concepts, Approaches, and Directions
by: Liu, Guangyuan, et al.
Published: (2026)
by: Liu, Guangyuan, et al.
Published: (2026)
emucxl: an emulation framework for CXL-based disaggregated memory applications
by: Gond, Raja, et al.
Published: (2024)
by: Gond, Raja, et al.
Published: (2024)
Collaborative Split Federated Learning with Parallel Training and Aggregation
by: Papageorgiou, Yiannis, et al.
Published: (2025)
by: Papageorgiou, Yiannis, et al.
Published: (2025)
MegatronApp: Efficient and Comprehensive Management on Distributed LLM Training
by: Zhao, Bohan, et al.
Published: (2025)
by: Zhao, Bohan, et al.
Published: (2025)
Next-Gen Computing Systems with Compute Express Link: a Comprehensive Survey
by: Chen, Chen, et al.
Published: (2024)
by: Chen, Chen, et al.
Published: (2024)
Leveraging Teaching on Demand: Approaching HPC to Undergrads
by: Catalán, S., et al.
Published: (2026)
by: Catalán, S., et al.
Published: (2026)
WindGP: Efficient Graph Partitioning on Heterogenous Machines
by: Zeng, Li, et al.
Published: (2024)
by: Zeng, Li, et al.
Published: (2024)
DawnPiper: A Memory-scablable Pipeline Parallel Training Framework
by: Peng, Xuan, et al.
Published: (2025)
by: Peng, Xuan, et al.
Published: (2025)
HeteroSTA: A CPU-GPU Heterogeneous Static Timing Analysis Engine with Holistic Industrial Design Support
by: Guo, Zizheng, et al.
Published: (2025)
by: Guo, Zizheng, et al.
Published: (2025)
Big Data Architecture for Large Organizations
by: Ismail, Fathima Nuzla, et al.
Published: (2025)
by: Ismail, Fathima Nuzla, et al.
Published: (2025)
AerialDB: A Federated Peer-to-Peer Spatio-temporal Edge Datastore for Drone Fleets
by: Jaiswal, Shashwat, et al.
Published: (2025)
by: Jaiswal, Shashwat, et al.
Published: (2025)
CALVO: Improve Serving Efficiency for LLM Inferences with Intense Network Demands
by: Wang, Weiye, et al.
Published: (2026)
by: Wang, Weiye, et al.
Published: (2026)
SageSched: Efficient LLM Scheduling Confronting Demand Uncertainty and Hybridity
by: Gan, Zhenghao, et al.
Published: (2026)
by: Gan, Zhenghao, et al.
Published: (2026)
MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments
by: Liu, Guangyi, et al.
Published: (2026)
by: Liu, Guangyi, et al.
Published: (2026)
Mobile Edge Computing
by: Ahmed, Sohaib, et al.
Published: (2024)
by: Ahmed, Sohaib, et al.
Published: (2024)
Distributed On-Device LLM Inference With Over-the-Air Computation
by: Zhang, Kai, et al.
Published: (2025)
by: Zhang, Kai, et al.
Published: (2025)
Revisit to the Bai-Galbraith signature scheme
by: Sengupta, Banhirup, et al.
Published: (2025)
by: Sengupta, Banhirup, et al.
Published: (2025)
Introduction to Number Theoretic Transform
by: Sengupta, Banhirup, et al.
Published: (2025)
by: Sengupta, Banhirup, et al.
Published: (2025)
Perpetual Exploration of a Ring in Presence of Byzantine Black Hole
by: Goswami, Pritam, et al.
Published: (2024)
by: Goswami, Pritam, et al.
Published: (2024)
OD-MoE: On-Demand Expert Loading for Cacheless Edge-Distributed MoE Inference
by: Wang, Liujianfu, et al.
Published: (2025)
by: Wang, Liujianfu, et al.
Published: (2025)
Sustainable Grid through Distributed Data Centers: Spinning AI Demand for Grid Stabilization and Optimization
by: Evans, Scott C, et al.
Published: (2025)
by: Evans, Scott C, et al.
Published: (2025)
DeepVM: Integrating Spot and On-Demand VMs for Cost-Efficient Deep Learning Clusters in the Cloud
by: Kim, Yoochan, et al.
Published: (2024)
by: Kim, Yoochan, et al.
Published: (2024)
Patchwork: A Unified Framework for RAG Serving
by: Hu, Bodun, et al.
Published: (2025)
by: Hu, Bodun, et al.
Published: (2025)
LobRA: Multi-tenant Fine-tuning over Heterogeneous Data
by: Lin, Sheng, et al.
Published: (2025)
by: Lin, Sheng, et al.
Published: (2025)
Hetu v2: A General and Scalable Deep Learning System with Hierarchical and Heterogeneous Single Program Multiple Data Annotations
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
Analyzing a Two-Tier Disaggregated Memory Protection Scheme Based on Memory Replication
by: Volos, Haris, et al.
Published: (2025)
by: Volos, Haris, et al.
Published: (2025)
Accelerating Distributed MoE Training and Inference with Lina
by: Li, Jiamin, et al.
Published: (2022)
by: Li, Jiamin, et al.
Published: (2022)
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework
by: Mei, Junyi, et al.
Published: (2024)
by: Mei, Junyi, et al.
Published: (2024)
Age-Aware Partial Gradient Update Strategy for Federated Learning Over the Air
by: Du, Ruihao, et al.
Published: (2025)
by: Du, Ruihao, et al.
Published: (2025)
Monotone Decontamination of Arbitrary Dynamic Graphs with Mobile Agents
by: Bar, Rajashree, et al.
Published: (2025)
by: Bar, Rajashree, et al.
Published: (2025)
Similar Items
-
Large Scale Multi-GPU Based Parallel Traffic Simulation for Accelerated Traffic Assignment and Propagation
by: Jiang, Xuan, et al.
Published: (2024) -
FleetOpt: Analytical Fleet Provisioning for LLM Inference with Compress-and-Route as Implementation Mechanism
by: Chen, Huamin, et al.
Published: (2026) -
EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control
by: Li, Xiaochen, et al.
Published: (2024) -
Large Language Model Partitioning for Low-Latency Inference at the Edge
by: Kafetzis, Dimitrios, et al.
Published: (2025) -
Steering a Fleet: Adaptation for Large-Scale, Workflow-Based Experiments
by: Pruyne, Jim, et al.
Published: (2024)