Taming Cold Starts: Proactive Serverless Scheduling with Model Predictive Control
Fuente:
arXiv
Saved in:
| Main Authors: | Nguyen, Chanh, Bhuyan, Monowar, Elmroth, Erik |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Silent Failures in Stateless Systems: Rethinking Anomaly Detection for Serverless Computing
by: Nguyen, Chanh, et al.
Published: (2025)
by: Nguyen, Chanh, et al.
Published: (2025)
LA-IMR: Latency-Aware, Predictive In-Memory Routing and Proactive Autoscaling for Tail-Latency-Sensitive Cloud Robotics
by: Seo, Eunil, et al.
Published: (2025)
by: Seo, Eunil, et al.
Published: (2025)
Universal Workers: A Vision for Eliminating Cold Starts in Serverless Computing
by: Akbari, Saman, et al.
Published: (2025)
by: Akbari, Saman, et al.
Published: (2025)
Efficient Serverless Cold Start: Reducing Library Loading Overhead by Profile-guided Optimization
by: Tariq, Syed Salauddin Mohammad, et al.
Published: (2025)
by: Tariq, Syed Salauddin Mohammad, et al.
Published: (2025)
Hiku: Pull-Based Scheduling for Serverless Computing
by: Akbari, Saman, et al.
Published: (2025)
by: Akbari, Saman, et al.
Published: (2025)
Green or Fast? Learning to Balance Cold Starts and Idle Carbon in Serverless Computing
by: Sun, Bowen, et al.
Published: (2026)
by: Sun, Bowen, et al.
Published: (2026)
LibProf: A Python Profiler for Improving Cold Start Performance in Serverless Applications
by: Tariq, Syed Salauddin Mohammad, et al.
Published: (2024)
by: Tariq, Syed Salauddin Mohammad, et al.
Published: (2024)
CASA: A Framework for SLO and Carbon-Aware Autoscaling and Scheduling in Serverless Cloud Computing
by: Qi, S., et al.
Published: (2024)
by: Qi, S., et al.
Published: (2024)
Trust-Aware Routing for Distributed Generative AI Inference at the Edge
by: Nguyen, Chanh, et al.
Published: (2026)
by: Nguyen, Chanh, et al.
Published: (2026)
Speculative Policy Orchestration: A Latency-Resilient Framework for Cloud-Robotic Manipulation
by: Nguyen, Chanh, et al.
Published: (2026)
by: Nguyen, Chanh, et al.
Published: (2026)
Serverless Cold Starts and Where to Find Them
by: Joosen, Artjom, et al.
Published: (2024)
by: Joosen, Artjom, et al.
Published: (2024)
WebAssembly and Unikernels: A Comparative Study for Serverless at the Edge
by: Besozzi, Valerio, et al.
Published: (2025)
by: Besozzi, Valerio, et al.
Published: (2025)
Taming Serverless Cold Starts Through OS Co-Design
by: Holmes, Ben, et al.
Published: (2025)
by: Holmes, Ben, et al.
Published: (2025)
Demystifying Serverless Costs on Public Platforms: Bridging Billing, Architecture, and OS Scheduling
by: Lin, Changyuan, et al.
Published: (2025)
by: Lin, Changyuan, et al.
Published: (2025)
THEAS: Efficient Power Management in Multi-Core CPUs via Cache-Aware Resource Scheduling
by: Muhammad, Said, et al.
Published: (2025)
by: Muhammad, Said, et al.
Published: (2025)
Flowshop Machine Scheduling: Markov Modeling, Optimal Schedules and Heuristics
by: Ghanem, Samah A. M.
Published: (2025)
by: Ghanem, Samah A. M.
Published: (2025)
Optimal Parallel Scheduling under Concave Speedup Functions
by: Li, Chengzhang, et al.
Published: (2025)
by: Li, Chengzhang, et al.
Published: (2025)
Asymptotically Optimal Scheduling of Multiple Parallelizable Job Classes
by: Berg, Benjamin, et al.
Published: (2024)
by: Berg, Benjamin, et al.
Published: (2024)
Operational Strategies for Non-Disruptive Scheduling Transitions in Production HPC Systems
by: MacLachlan, Glen, et al.
Published: (2026)
by: MacLachlan, Glen, et al.
Published: (2026)
Unleashing the Power of Preemptive Priority-based Scheduling for Real-Time GPU Tasks
by: Wang, Yidi, et al.
Published: (2024)
by: Wang, Yidi, et al.
Published: (2024)
The SAP Cloud Infrastructure Dataset: A Reality Check of Scheduling and Placement of VMs in Cloud Computing
by: Uhlig, Arno, et al.
Published: (2025)
by: Uhlig, Arno, et al.
Published: (2025)
Cold-Start Anti-Patterns and Refactorings in Serverless Systems: An Empirical Study
by: Tariq, Syed Salauddin Mohammad, et al.
Published: (2025)
by: Tariq, Syed Salauddin Mohammad, et al.
Published: (2025)
AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows
by: Jin, Lingxiao, et al.
Published: (2025)
by: Jin, Lingxiao, et al.
Published: (2025)
DREAMS: Decentralized Resource Allocation and Service Management across the Compute Continuum Using Service Affinity
by: Dinh-Tuan, Hai, et al.
Published: (2025)
by: Dinh-Tuan, Hai, et al.
Published: (2025)
Fine-Grained Energy Prediction For Parallellized LLM Inference With PIE-P
by: Dutt, Anurag, et al.
Published: (2025)
by: Dutt, Anurag, et al.
Published: (2025)
EfiMon: A Process Analyser for Granular Power Consumption Prediction
by: León-Vega, Luis G., et al.
Published: (2024)
by: León-Vega, Luis G., et al.
Published: (2024)
HydraServe: Minimizing Cold Start Latency for Serverless LLM Serving in Public Clouds
by: Lou, Chiheng, et al.
Published: (2025)
by: Lou, Chiheng, et al.
Published: (2025)
Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future Directions
by: Golec, Muhammed, et al.
Published: (2023)
by: Golec, Muhammed, et al.
Published: (2023)
Vectorization of Gradient Boosting of Decision Trees Prediction in the CatBoost Library for RISC-V Processors
by: Kozinov, Evgeny, et al.
Published: (2024)
by: Kozinov, Evgeny, et al.
Published: (2024)
PolyTOPS: Reconfigurable and Flexible Polyhedral Scheduler
by: Consolaro, Gianpietro, et al.
Published: (2024)
by: Consolaro, Gianpietro, et al.
Published: (2024)
Modeling and Characterizing Service Interference in Dynamic Infrastructures
by: Medel, VÍctor, et al.
Published: (2024)
by: Medel, VÍctor, et al.
Published: (2024)
Toward Smart Scheduling in Tapis
by: Stubbs, Joe, et al.
Published: (2024)
by: Stubbs, Joe, et al.
Published: (2024)
Denoising Application Performance Models with Noise-Resilient Priors
by: de Morais, Gustavo, et al.
Published: (2025)
by: de Morais, Gustavo, et al.
Published: (2025)
Taking GPU Programming Models to Task for Performance Portability
by: Davis, Joshua H., et al.
Published: (2024)
by: Davis, Joshua H., et al.
Published: (2024)
Ridgeline: A 2D Roofline Model for Distributed Systems
by: Checconi, Fabio, et al.
Published: (2022)
by: Checconi, Fabio, et al.
Published: (2022)
An Empirical Characterization of Outages and Incidents in Public Services for Large Language Models
by: Chu, Xiaoyu, et al.
Published: (2025)
by: Chu, Xiaoyu, et al.
Published: (2025)
Modeling the Effect of Data Redundancy on Speedup in MLFMA Near-Field Computation
by: Sadeghi, Morteza
Published: (2025)
by: Sadeghi, Morteza
Published: (2025)
Scientific Workflow Scheduling in Cloud Considering Cold Start and Variable Pricing Model
by: Sarkar, Suvarthi, et al.
Published: (2025)
by: Sarkar, Suvarthi, et al.
Published: (2025)
Learning-Augmented Performance Model for Tensor Product Factorization in High-Order FEM
by: Ren, Xuanzhengbo, et al.
Published: (2026)
by: Ren, Xuanzhengbo, et al.
Published: (2026)
QoSFlow: Ensuring Service Quality of Distributed Workflows Using Interpretable Sensitivity Models
by: Rashid, Md Hasanur, et al.
Published: (2026)
by: Rashid, Md Hasanur, et al.
Published: (2026)
Similar Items
-
Silent Failures in Stateless Systems: Rethinking Anomaly Detection for Serverless Computing
by: Nguyen, Chanh, et al.
Published: (2025) -
LA-IMR: Latency-Aware, Predictive In-Memory Routing and Proactive Autoscaling for Tail-Latency-Sensitive Cloud Robotics
by: Seo, Eunil, et al.
Published: (2025) -
Universal Workers: A Vision for Eliminating Cold Starts in Serverless Computing
by: Akbari, Saman, et al.
Published: (2025) -
Efficient Serverless Cold Start: Reducing Library Loading Overhead by Profile-guided Optimization
by: Tariq, Syed Salauddin Mohammad, et al.
Published: (2025) -
Hiku: Pull-Based Scheduling for Serverless Computing
by: Akbari, Saman, et al.
Published: (2025)