Cover Image

TinyLLM: A Framework for Training and Deploying Language Models at the Edge Computers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kandala, Savitha Viswanadh, Medaranga, Pramuka, Varshney, Ambuj
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Distributed, Parallel, and Cluster Computing Emerging Technologies Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GreenBytes: Intelligent Energy Estimation for Edge-Cloud
by: Kassai, Kasra, et al.
Published: (2024)

Navigating the Edge-Cloud Continuum: A State-of-Practice Survey
by: Belcastro, Loris, et al.
Published: (2025)

Optimal Multi-Constrained Workflow Scheduling for Cyber-Physical Systems in the Edge-Cloud Continuum
by: Kouloumpris, Andreas, et al.
Published: (2025)

KiSS: A Novel Container Size-Aware Memory Management Policy for Serverless in Edge-Cloud Continuum
by: Gupta, Sabyasachi, et al.
Published: (2025)

SLA Conceptual Model for IoT Applications
by: Alqahtani, Awatif, et al.
Published: (2024)

ReStorEdge: An edge computing system with reuse semantics
by: Nicolaescu, Adrian-Cristian, et al.
Published: (2024)

GPoS: Geospatially-aware Proof of Stake
by: Motepalli, Shashank, et al.
Published: (2025)

Towards Scalable Federated Container Orchestration: The CODECO Approach
by: Sofia, Rute C., et al.
Published: (2026)

A Distributed Efficient Blockchain Oracle Scheme for Internet of Things
by: Xian, Youquan, et al.
Published: (2023)

Scheduling Mechanisms in Wireless Sensor-Actuator Networks for Multi-rate Periodic Control in Industry 4.0
by: Yuan, Dingwen, et al.
Published: (2026)

Deep Tech to Space: Space Data Centers and AI Revolution at the Edge
by: Weiss, Jonas, et al.
Published: (2026)

Profiling AI Models: Towards Efficient Computation Offloading in Heterogeneous Edge AI Systems
by: Parra-Ullauri, Juan Marcelo, et al.
Published: (2024)

SemSpaceFL: A Collaborative Hierarchical Federated Learning Framework for Semantic Communication in 6G LEO Satellites
by: Nguyen, Loc X., et al.
Published: (2025)

Data Processing Efficiency Aware User Association and Resource Allocation in Blockchain Enabled Metaverse over Wireless Communications
by: Qian, Liangxin, et al.
Published: (2024)

Decentralized Collaborative Inertial Tracking
by: Diallo, Alpha, et al.
Published: (2024)

Internet of Everything in the 6G Era: Paradigms, Enablers, Potentials and Future Directions
by: Choukri, Driss, et al.
Published: (2026)

IoT Monitoring with Blockchain: Generating Smart Contracts from Service Level Agreements
by: Booth, Adam, et al.
Published: (2024)

Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN)
by: Ahmad, Sarat, et al.
Published: (2025)

OrbitChain: Orchestrating In-orbit Real-time Analytics of Earth Observation Data
by: Li, Zhouyu, et al.
Published: (2025)

MTDNS: Moving Target Defense for Resilient DNS Infrastructure
by: Aydeger, Abdullah, et al.
Published: (2024)

Performance Measurements in the AI-Centric Computing Continuum Systems
by: Donta, Praveen Kumar, et al.
Published: (2025)

Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)
by: Shokrnezhad, Masoud, et al.
Published: (2024)

Optimizing Intra-Container Communication with Memory Protection Keys: A Novel Approach to Secure and Efficient Microservice Interaction
by: Yashu, Fnu, et al.
Published: (2025)

Strategic Server Deployment under Uncertainty in Mobile Edge Computing
by: Tran, Duc A., et al.
Published: (2025)

Semantic Revolution from Communications to Orchestration for 6G: Challenges, Enablers, and Research Directions
by: Shokrnezhad, Masoud, et al.
Published: (2024)

Security and Privacy of 6G Federated Learning-enabled Dynamic Spectrum Sharing
by: Vo, Viet, et al.
Published: (2024)

A Multi-Layered Distributed Computing Framework for Enhanced Edge Computing
by: Ma, Ke, et al.
Published: (2024)

Contention-Aware Microservice Deployment in Collaborative Mobile Edge Networks
by: Ge, Xinlei, et al.
Published: (2024)

Topology-aware Microservice Architecture in Edge Networks: Deployment Optimization and Implementation
by: Chen, Yuang, et al.
Published: (2025)

ClusterSlice: A Zero-touch Deployment Platform for the Edge Cloud Continuum
by: Mamatas, Lefteris, et al.
Published: (2024)

Urgent Edge Computing
by: Dazzi, Patrizio, et al.
Published: (2024)

Prediction based computation offloading and resource allocation for multi-access ISAC enabled IoT system
by: Le, Duc-Thuan
Published: (2024)

Multitier Service Migration Framework Based on Mobility Prediction in Mobile Edge Computing
by: Yang, Run, et al.
Published: (2024)

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration
by: Luo, Haoxiang, et al.
Published: (2025)

A Combined Environmental Monitoring Framework based on WSN Clustering and VANET Edge Computation Offloading
by: Mamalis, Basilis, et al.
Published: (2024)

ncsim: A Lightweight Simulator for Networked Edge Computing with Wireless Interference Modeling
by: Krishnamachari, Bhaskar, et al.
Published: (2026)

EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning
by: Hao, Yijun, et al.
Published: (2024)

Network Anomaly Detection in Distributed Edge Computing Infrastructure
by: Marfo, William, et al.
Published: (2025)

GENIO: Synergizing Edge Computing with Optical Network Infrastructures
by: Cesarano, Carmine, et al.
Published: (2025)

PerLLM: Personalized Inference Scheduling with Edge-Cloud Collaboration for Diverse LLM Services
by: Yang, Zheming, et al.
Published: (2024)