FailLite: Failure-Resilient Model Serving for Resource-Constrained Edge Environments
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Li, Hanafy, Walid A., Abdelzaher, Tarek, Irwin, David, Milzman, Jesse, Shenoy, Prashant |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters
by: Hanafy, Walid A., et al.
Published: (2025)
by: Hanafy, Walid A., et al.
Published: (2025)
Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs
by: Ng, Nathan, et al.
Published: (2026)
by: Ng, Nathan, et al.
Published: (2026)
CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing
by: Wu, Li, et al.
Published: (2025)
by: Wu, Li, et al.
Published: (2025)
Quantifying the Carbon Reduction of DAG Workloads: A Job Shop Scheduling Perspective
by: Bostandoost, Roozbeh, et al.
Published: (2025)
by: Bostandoost, Roozbeh, et al.
Published: (2025)
To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing In the Era of Accelerators
by: Ng, Nathan, et al.
Published: (2025)
by: Ng, Nathan, et al.
Published: (2025)
LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand
by: Bostandoost, Roozbeh, et al.
Published: (2024)
by: Bostandoost, Roozbeh, et al.
Published: (2024)
FailSafe: High-performance Resilient Serving
by: Xu, Ziyi, et al.
Published: (2025)
by: Xu, Ziyi, et al.
Published: (2025)
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing
by: Maji, Diptyaroop, et al.
Published: (2023)
by: Maji, Diptyaroop, et al.
Published: (2023)
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy
by: Maji, Diptyaroop, et al.
Published: (2024)
by: Maji, Diptyaroop, et al.
Published: (2024)
Resilience Evaluation of Kubernetes in Cloud-Edge Environments via Failure Injection
by: Chen, Zihao, et al.
Published: (2025)
by: Chen, Zihao, et al.
Published: (2025)
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge
by: Cao, Jiahe, et al.
Published: (2026)
by: Cao, Jiahe, et al.
Published: (2026)
Failure-Resilient and Carbon-Efficient Deployment of Microservices over the Cloud-Edge Continuum
by: Ponce, Francisco, et al.
Published: (2026)
by: Ponce, Francisco, et al.
Published: (2026)
Fail-Closed Lowering of Resident KV Claims onto LLM Serving Runtimes
by: Stepanek, Lukas
Published: (2026)
by: Stepanek, Lukas
Published: (2026)
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud
by: Sukprasert, Thanathorn, et al.
Published: (2023)
by: Sukprasert, Thanathorn, et al.
Published: (2023)
OCTOPINF: Workload-Aware Inference Serving for Edge Video Analytics
by: Nguyen, Thanh-Tung, et al.
Published: (2025)
by: Nguyen, Thanh-Tung, et al.
Published: (2025)
Improved Decision Module Selection for Hierarchical Inference in Resource-Constrained Edge Devices
by: Behera, Adarsh Prasad, et al.
Published: (2024)
by: Behera, Adarsh Prasad, et al.
Published: (2024)
DDiT: Dynamic Resource Allocation for Diffusion Transformer Model Serving
by: Huang, Heyang, et al.
Published: (2025)
by: Huang, Heyang, et al.
Published: (2025)
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)
EconoServe: Maximizing Multi-Resource Utilization with SLO Guarantees in LLM Serving
by: Shen, Haiying, et al.
Published: (2024)
by: Shen, Haiying, et al.
Published: (2024)
Towards CXL Resilience to CPU Failures
by: Psistakis, Antonis, et al.
Published: (2026)
by: Psistakis, Antonis, et al.
Published: (2026)
SneakPeek: Data-Aware Model Selection and Scheduling for Inference Serving on the Edge
by: Wolfrath, Joel, et al.
Published: (2025)
by: Wolfrath, Joel, et al.
Published: (2025)
Resilient Packet Forwarding: A Reinforcement Learning Approach to Routing in Gaussian Interconnected Networks with Clustered Faults
by: Charrwi, Mohammad Walid, et al.
Published: (2025)
by: Charrwi, Mohammad Walid, et al.
Published: (2025)
Failure-Resilient Distributed Inference with Model Compression over Heterogeneous Edge Devices
by: Wang, Li, et al.
Published: (2024)
by: Wang, Li, et al.
Published: (2024)
GoodServe: Towards High-Goodput Serving of Agentic LLM Inferences over Heterogeneous Resources
by: Du, Boxiao, et al.
Published: (2026)
by: Du, Boxiao, et al.
Published: (2026)
Energy-Efficient Joint Offloading and Resource Allocation for Deadline-Constrained Tasks in Multi-Access Edge Computing
by: Gao, Chuanchao, et al.
Published: (2025)
by: Gao, Chuanchao, et al.
Published: (2025)
EnFed: An Energy-aware Federated Learning in Resource Constrained Environments for Human Activity Recognition
by: Mukherjee, Anwesha, et al.
Published: (2024)
by: Mukherjee, Anwesha, et al.
Published: (2024)
TENT: A Declarative Slice Spraying Engine for Performant and Resilient Data Movement in Disaggregated LLM Serving
by: Ren, Feng, et al.
Published: (2026)
by: Ren, Feng, et al.
Published: (2026)
It Takes Two to Tango: Serverless Workflow Serving via Bilaterally Engaged Resource Adaptation
by: Wu, Jing, et al.
Published: (2025)
by: Wu, Jing, et al.
Published: (2025)
Cortex: Workflow-Aware Resource Pooling and Scheduling for Agentic Serving
by: Pagonas, Nikos, et al.
Published: (2025)
by: Pagonas, Nikos, et al.
Published: (2025)
DeepServe: Serverless Large Language Model Serving at Scale
by: Hu, Junhao, et al.
Published: (2025)
by: Hu, Junhao, et al.
Published: (2025)
Boosting LLM Serving through Spatial-Temporal GPU Resource Sharing
by: Lin, Zejia, et al.
Published: (2025)
by: Lin, Zejia, et al.
Published: (2025)
ReinFog: A Deep Reinforcement Learning Empowered Framework for Resource Management in Edge and Cloud Computing Environments
by: Wang, Zhiyu, et al.
Published: (2024)
by: Wang, Zhiyu, et al.
Published: (2024)
Comparative Analysis of Lightweight Kubernetes Distributions for Edge Computing: Performance and Resource Efficiency
by: Yakubov, Diyaz, et al.
Published: (2025)
by: Yakubov, Diyaz, et al.
Published: (2025)
DynaServe: Unified and Elastic Execution for Dynamic Disaggregated LLM Serving
by: Ruan, Chaoyi, et al.
Published: (2025)
by: Ruan, Chaoyi, et al.
Published: (2025)
LiteCast: A Lightweight Forecaster for Carbon Optimizations
by: Joseph, Mathew, et al.
Published: (2025)
by: Joseph, Mathew, et al.
Published: (2025)
FREESH: Fair, Resource- and Energy-Efficient Scheduling for LLM Serving on Heterogeneous GPUs
by: He, Xuan, et al.
Published: (2025)
by: He, Xuan, et al.
Published: (2025)
ServeGen: Workload Characterization and Generation of Large Language Model Serving in Production
by: Xiang, Yuxing, et al.
Published: (2025)
by: Xiang, Yuxing, et al.
Published: (2025)
DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling
by: Ahmad, Sohaib, et al.
Published: (2024)
by: Ahmad, Sohaib, et al.
Published: (2024)
PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks
by: Zhan, Huiyou, et al.
Published: (2025)
by: Zhan, Huiyou, et al.
Published: (2025)
EdgeServe: A Streaming System for Decentralized Model Serving
by: Shaowang, Ted, et al.
Published: (2023)
by: Shaowang, Ted, et al.
Published: (2023)
Similar Items
-
CarbonFlex: Enabling Carbon-aware Provisioning and Scheduling for Cloud Clusters
by: Hanafy, Walid A., et al.
Published: (2025) -
Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs
by: Ng, Nathan, et al.
Published: (2026) -
CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing
by: Wu, Li, et al.
Published: (2025) -
Quantifying the Carbon Reduction of DAG Workloads: A Job Shop Scheduling Perspective
by: Bostandoost, Roozbeh, et al.
Published: (2025) -
To Offload or Not To Offload: Model-driven Comparison of Edge-native and On-device Processing In the Era of Accelerators
by: Ng, Nathan, et al.
Published: (2025)