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Edge‐adaptable serverless acceleration for machine learning Internet of Things applications

https://doi.org/10.1002/spe.2944
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10723-017-9415-1openalex-snapshot
QoS-Aware Orchestration of Network Intensive Software Utilities within Software Defined Data Centres
inferredcites →https://doi.org/10.1016/j.future.2019.07.030openalex-snapshot
Trust management in a blockchain based fog computing platform with trustless smart oracles
inferredcites →https://doi.org/10.1016/j.infsof.2019.01.003openalex-snapshot
Formal Quality of Service assurances, ranking and verification of cloud deployment options with a probabilistic model checking method
inferredcites →https://doi.org/10.1016/j.jpdc.2020.01.004openalex-snapshot
Accelerated serverless computing based on GPU virtualization
inferredcites →https://doi.org/10.1109/ccgrid.2017.110openalex-snapshot
Scaling a Convolutional Neural Network for Classification of Adjective Noun Pairs with TensorFlow on GPU Clusters
inferredcites →https://doi.org/10.1109/cloudcom2018.2018.00033openalex-snapshot
An Evaluation of Open Source Serverless Computing Frameworks
inferredcites →https://doi.org/10.1109/ic2e.2018.00027openalex-snapshot
Tracking Causal Order in AWS Lambda Applications
inferredcites →https://doi.org/10.1109/ic2e.2018.00052openalex-snapshot
Serving Deep Learning Models in a Serverless Platform
inferredcites →https://doi.org/10.1109/icdcs.2017.226openalex-snapshot
Distributed Deep Neural Networks Over the Cloud, the Edge and End Devices
inferredcites →https://doi.org/10.1109/icfc.2019.00013openalex-snapshot
A Fog Computing Architecture to Share Sensor Data by Means of Blockchain Functionality
inferredcites →https://doi.org/10.1109/mwc.2018.1700291openalex-snapshot
Security in Mobile Edge Caching with Reinforcement Learning
inferredcites →https://doi.org/10.1109/percomworkshops48775.2020.9156239openalex-snapshot
STOIC: Serverless Teleoperable Hybrid Cloud for Machine Learning Applications on Edge Device
inferredcites →https://doi.org/10.1145/1814433.1814441openalex-snapshot
MAUI
inferredcites →https://doi.org/10.1145/2785956.2787505openalex-snapshot
Low Latency Geo-distributed Data Analytics
inferredcites →https://doi.org/10.1145/2829988.2787505openalex-snapshot
Low Latency Geo-distributed Data Analytics
inferredcites →https://doi.org/10.1145/2890784openalex-snapshot
Borg, Omega, and Kubernetes
inferredcites →https://doi.org/10.1145/3054977.3054986openalex-snapshot
Where's The Bear?
inferredcites →https://doi.org/10.1145/3132300.3132310openalex-snapshot
Face recognition in the Edge Cloud
inferredcites →https://doi.org/10.1145/3318216.3363314openalex-snapshot
CSPOT
inferredcites →https://doi.org/10.1145/3328905.3329511openalex-snapshot
Data Repair for Distributed, Event-based IoT Applications
inferredcites →https://doi.org/10.1145/3352460.3358296openalex-snapshot
Architectural Implications of Function-as-a-Service Computing
inferredcites →https://doi.org/10.4230/oasics.microservices.2020-2022.5openalex-snapshot
Cloud Programming Simplified: A Berkeley View on Serverless Computing
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
inferredcites →https://doi.org/10.5860/choice.33-4484openalex-snapshot
The Handbook of brain theory and neural networks
inferredcites →https://doi.org/10.5962/p.385524openalex-snapshot
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What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/spe.3012openalex-snapshot
Special issue: Elastic computing from edge to the cloud environments
inferred← citeshttps://doi.org/10.1002/spe.3016openalex-snapshot
Container lifecycle‐aware scheduling for serverless computing
inferred← citeshttps://doi.org/10.1002/spe.3233openalex-snapshot
Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects
inferred← citeshttps://doi.org/10.1007/978-3-031-26633-1_4openalex-snapshot
A Taxonomy of Performance Forecasting Systems in the Serverless Cloud Computing Environments
inferred← citeshttps://doi.org/10.1007/978-3-031-87772-8_14openalex-snapshot
Performance Evaluation of Serverless Computing Infrastructure: Insights from Open-Source Frameworks
inferred← citeshttps://doi.org/10.1007/s10586-024-04820-wopenalex-snapshot
A multi-agent deep reinforcement learning approach for optimal resource management in serverless computing
inferred← citeshttps://doi.org/10.1016/j.future.2021.10.020openalex-snapshot
Serverless computing for Internet of Things: A systematic literature review
inferred← citeshttps://doi.org/10.1088/1741-2552/aca69dopenalex-snapshot
Towards a Smart Bionic Eye : AI-powered artificial vision for the treatment of incurable blindness
inferred← citeshttps://doi.org/10.1108/978-1-83608-772-420251018openalex-snapshot
Cloud of Things Lead to Green Supply Chain Integration and Sustainability in Industry 4.0
inferred← citeshttps://doi.org/10.1109/access.2022.3206366openalex-snapshot
Serverless on Machine Learning: A Systematic Mapping Study
inferred← citeshttps://doi.org/10.1109/cloudcom59040.2023.00018openalex-snapshot
Inverse Response Time Ratio Scheduler: Optimizing Throughput and Response Time for Serverless Computing
inferred← citeshttps://doi.org/10.1109/icdcs54860.2022.00050openalex-snapshot
Mobility-aware Seamless Virtual Function Migration in Deviceless Edge Computing Environments
inferred← citeshttps://doi.org/10.1109/icsrs56243.2022.10067577openalex-snapshot
Serverless Architecture: Scalability, Implementations and Open Issues
inferred← citeshttps://doi.org/10.1109/smc58881.2025.11342437openalex-snapshot
Evaluating Software Aging Resistance in Serverless Computing Under Stress Workloads
inferred← citeshttps://doi.org/10.1109/tcad.2024.3437344openalex-snapshot
Reliability-Aware Personalized Deployment of Approximate Computation IoT Applications in Serverless Mobile Edge Computing
inferred← citeshttps://doi.org/10.1109/tcc.2025.3591482openalex-snapshot
Layer Redundancy Aware DNN Model Repository Planning for Fast Model Download in Edge Cloud
inferred← citeshttps://doi.org/10.1109/tmc.2023.3343969openalex-snapshot
Mobility-Aware Seamless Virtual Function Migration in Deviceless Edge Computing Environments
inferred← citeshttps://doi.org/10.1145/3510412openalex-snapshot
A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions
inferred← citeshttps://doi.org/10.1145/3579643openalex-snapshot
Rise of the Planet of Serverless Computing: A Systematic Review
inferred← citeshttps://doi.org/10.1145/3585007openalex-snapshot
FaaSLight : General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing
inferred← citeshttps://doi.org/10.3390/electronics12122649openalex-snapshot
µFuncCache: A User-Side Lightweight Cache System for Public FaaS Platforms
inferred← citeshttps://doi.org/10.3390/s21217276openalex-snapshot
Modeling of a Generic Edge Computing Application Design
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