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faas‐sim : A trace‐driven simulation framework for serverless edge computing platforms

https://doi.org/10.1002/spe.3277
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What this work says

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

inferredcites →https://doi.org/10.1002/ett.4460080106openalex-snapshot
Charging and rate control for elastic traffic
inferredcites →https://doi.org/10.1002/spe.2509openalex-snapshot
iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments
inferredcites →https://doi.org/10.1002/spe.2660openalex-snapshot
Container‐based cluster orchestration systems: A taxonomy and future directions
inferredcites →https://doi.org/10.1002/spe.2787openalex-snapshot
IoTSim‐Edge: A simulation framework for modeling the behavior of Internet of Things and edge computing environments
inferredcites →https://doi.org/10.1002/spe.995openalex-snapshot
CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
inferredcites →https://doi.org/10.1007/978-3-031-06156-1_34openalex-snapshot
Towards Generating Realistic Trace for Simulating Functions-as-a-Service
inferredcites →https://doi.org/10.1007/978-3-642-12331-3_2openalex-snapshot
The ns-3 Network Simulator
inferredcites →https://doi.org/10.1016/0169-7552(89)90019-6openalex-snapshot
Analysis of the increase and decrease algorithms for congestion avoidance in computer networks
inferredcites →https://doi.org/10.1016/j.comcom.2020.04.061openalex-snapshot
Geo-distributed efficient deployment of containers with Kubernetes
inferredcites →https://doi.org/10.1016/j.future.2020.07.017openalex-snapshot
Optimized container scheduling for data-intensive serverless edge computing
inferredcites →https://doi.org/10.1016/j.future.2022.09.009openalex-snapshot
Performance optimization of serverless edge computing function offloading based on deep reinforcement learning
inferredcites →https://doi.org/10.1016/j.jpdc.2020.04.006openalex-snapshot
IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN)
inferredcites →https://doi.org/10.1016/j.jpdc.2021.03.007openalex-snapshot
Edge computing server placement with capacitated location allocation
inferredcites →https://doi.org/10.1016/j.simpat.2018.01.004openalex-snapshot
SCORE: Simulator for cloud optimization of resources and energy consumption
inferredcites →https://doi.org/10.1016/j.simpat.2019.101966openalex-snapshot
Sphere: Simulator of edge infrastructures for the optimization of performance and resources energy consumption
inferredcites →https://doi.org/10.1016/j.simpat.2019.102042openalex-snapshot
A survey and taxonomy of simulation environments modelling fog computing
inferredcites →https://doi.org/10.1016/j.sysarc.2020.101956openalex-snapshot
IoTSim-Osmosis: A framework for modeling and simulating IoT applications over an edge-cloud continuum
inferredcites →https://doi.org/10.1016/j.sysarc.2021.102016openalex-snapshot
SimEdgeIntel: A open-source simulation platform for resource management in edge intelligence
inferredcites →https://doi.org/10.1109/ccgrid51090.2021.00055openalex-snapshot
OpenDC 2.0: Convenient Modeling and Simulation of Emerging Technologies in Cloud Datacenters
inferredcites →https://doi.org/10.1109/cloud.2019.00061openalex-snapshot
Horizontal and Vertical Scaling of Container-Based Applications Using Reinforcement Learning
inferredcites →https://doi.org/10.1109/cloud53861.2021.00030openalex-snapshot
Optimizing Cloud Function Configuration via Local Simulations
inferredcites →https://doi.org/10.1109/fmec.2017.7946405openalex-snapshot
EdgeCloudSim: An environment for performance evaluation of Edge Computing systems
inferredcites →https://doi.org/10.1109/fwc.2017.8368525openalex-snapshot
EmuFog: Extensible and scalable emulation of large-scale fog computing infrastructures
inferredcites →https://doi.org/10.1109/ic2e.2018.00043openalex-snapshot
EMMA: Distributed QoS-Aware MQTT Middleware for Edge Computing Applications
inferredcites →https://doi.org/10.1109/ic2e55432.2022.00010openalex-snapshot
An End-to-End Framework for Benchmarking Edge-Cloud Cluster Management Techniques
inferredcites →https://doi.org/10.1109/icccn52240.2021.9522318openalex-snapshot
mck8s: An orchestration platform for geo-distributed multi-cluster environments
inferredcites →https://doi.org/10.1109/icfc49376.2020.00011openalex-snapshot
tinyFaaS: A Lightweight FaaS Platform for Edge Environments
inferredcites →https://doi.org/10.1109/icnp.1997.643715openalex-snapshot
TCP behavior with many flows
inferredcites →https://doi.org/10.1109/infcom.1999.752159openalex-snapshot
Bandwidth sharing: objectives and algorithms
inferredcites →https://doi.org/10.1109/ispdc.2017.25openalex-snapshot
The OpenDC Vision: Towards Collaborative Datacenter Simulation and Exploration for Everybody
inferredcites →https://doi.org/10.1109/jiot.2020.2984887openalex-snapshot
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence
inferredcites →https://doi.org/10.1109/mic.2023.3260939openalex-snapshot
Serverless Edge Computing—Where We Are and What Lies Ahead
inferredcites →https://doi.org/10.1109/mwc.001.2000466openalex-snapshot
When Serverless Computing Meets Edge Computing: Architecture, Challenges, and Open Issues
inferredcites →https://doi.org/10.1109/pdcat46702.2019.00076openalex-snapshot
A CloudSim-Extension for Simulating Distributed Functions-as-a-Service
inferredcites →https://doi.org/10.1109/scc53864.2021.00038openalex-snapshot
Edge Intelligence as a Service
inferredcites →https://doi.org/10.1109/sec.2018.00026openalex-snapshot
Portable Energy-Aware Cluster-Based Edge Computers
inferredcites →https://doi.org/10.1109/tpds.2021.3087349openalex-snapshot
COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments
inferredcites →https://doi.org/10.1109/tpds.2022.3214783openalex-snapshot
Fine-Grained Performance and Cost Modeling and Optimization for FaaS Applications
inferredcites →https://doi.org/10.1109/tsp49548.2020.9163456openalex-snapshot
Open Source FaaS Performance Aspects
inferredcites →https://doi.org/10.1109/ucc56403.2022.00023openalex-snapshot
Mobility-Aware Serverless Function Adaptations Across the Edge-Cloud Continuum
inferredcites →https://doi.org/10.1145/1807128.1807152openalex-snapshot
Benchmarking cloud serving systems with YCSB
inferredcites →https://doi.org/10.1145/2741948.2741964openalex-snapshot
Large-scale cluster management at Google with Borg
inferredcites →https://doi.org/10.1145/2908812.2908918openalex-snapshot
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science
inferredcites →https://doi.org/10.1145/3063386.3063771openalex-snapshot
Array of things: a scientific research instrument in the public way
inferredcites →https://doi.org/10.1145/324138.324232openalex-snapshot
Network simulations with OPNET
inferredcites →https://doi.org/10.1145/3318216.3363314openalex-snapshot
CSPOT
inferredcites →https://doi.org/10.1145/3419111.3421285openalex-snapshot
InferLine
inferredcites →https://doi.org/10.1145/3464298.3493398openalex-snapshot
Sizeless
inferredcites →https://doi.org/10.1145/3485510openalex-snapshot
Durable functions: semantics for stateful serverless
inferredcites →https://doi.org/10.1145/3510412openalex-snapshot
A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions
inferredcites →https://doi.org/10.1145/3510415openalex-snapshot
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions
inferredcites →https://doi.org/10.1145/3510611openalex-snapshot
Serverless Computing: A Survey of Opportunities, Challenges, and Applications
inferredcites →https://doi.org/10.1145/3524844.3528051openalex-snapshot
NEPTUNE
inferredcites →https://doi.org/10.1145/3542637.3542642openalex-snapshot
KubeKlone: A Digital Twin for Simulating Edge and Cloud Microservices
inferredcites →https://doi.org/10.1145/3542929.3563478openalex-snapshot
SimLess
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/10.4230/oasics.slate.2021.16openalex-snapshot
Deep Speech: Scaling up end-to-end speech recognition
inferredcites →https://doi.org/10.48550/arxiv.1512.03385openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.5220/0010376500230033openalex-snapshot
SimFaaS: A Performance Simulator for Serverless Computing Platforms

What points at this work

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

inferred← citeshttps://doi.org/10.1002/9781394346776.ch8openalex-snapshot
Demystifying the Aspects of Edge Computing and Edge AI for Real‐Time Insights
inferred← citeshttps://doi.org/10.1002/spe.3282openalex-snapshot
Special Issue on benchmarking, experimentation tools, and reproducible practices for data‐intensive systems from edge to cloud
inferred← citeshttps://doi.org/10.1002/spe.3413openalex-snapshot
CloudSim 7G : An Integrated Toolkit for Modeling and Simulation of Future Generation Cloud Computing Environments
inferred← citeshttps://doi.org/10.1007/s11227-025-07173-2openalex-snapshot
Fogfaas: providing serverless computing simulation for iFogSim and edge cloud
inferred← citeshttps://doi.org/10.1016/j.simpat.2024.102925openalex-snapshot
Optimizing serverless computing: A comparative analysis of multi-output regression models for predictive function invocations
inferred← citeshttps://doi.org/10.1016/j.sysarc.2024.103291openalex-snapshot
Function Placement Approaches in Serverless Computing: A Survey
inferred← citeshttps://doi.org/10.1109/cbase64041.2024.10824409openalex-snapshot
Leveraging Serverless Computing in Edge C2
inferred← citeshttps://doi.org/10.1109/ccgrid68966.2026.00076openalex-snapshot
Kumo: A Security-Focused Serverless Cloud Simulator
inferred← citeshttps://doi.org/10.1109/cloud62652.2024.00042openalex-snapshot
SimuScale: Optimizing Parameters for Autoscaling of Serverless Edge Functions Through Co-Simulation
inferred← citeshttps://doi.org/10.1109/cloud67622.2025.00043openalex-snapshot
PROBA: Enhancing Serverless Edge Computing via Adaptive Task Scheduling and Probabilistic Resource Sharing
inferred← citeshttps://doi.org/10.1109/icicke65317.2025.11136191openalex-snapshot
The Adaptation Technology of State Grid Cloud Basic Software and Hardware for High Reliability Environment
inferred← citeshttps://doi.org/10.1109/icsme64153.2025.00024openalex-snapshot
Understanding the Faults in Serverless Computing Based Applications: An Empirical Study
inferred← citeshttps://doi.org/10.1109/mic.2024.3514670openalex-snapshot
ARASEC: Adaptive Resource Allocation and Model Training for Serverless Edge–Cloud Computing
inferred← citeshttps://doi.org/10.1109/sose71128.2026.00015openalex-snapshot
Incentives and Evidence in Learned Service Orchestration
inferred← citeshttps://doi.org/10.1109/tcc.2026.3703387openalex-snapshot
Event-Driven Double Dueling Deep Q-Learning for Efficient Serverless Edge Function Offloading and Scheduling
inferred← citeshttps://doi.org/10.1109/tmc.2025.3544516openalex-snapshot
FOOL: Addressing the Downlink Bottleneck in Satellite Computing With Neural Feature Compression
inferred← citeshttps://doi.org/10.1145/3629104.3666033openalex-snapshot
FEO: Efficient Resource Allocation for FaaS at the Edge
inferred← citeshttps://doi.org/10.1145/3797248.3815400openalex-snapshot
CarbonSim: A Lifecycle-Aware Framework for Evaluating Carbon Tradeoffs in Hardware Upgrade Decisions
inferred← citeshttps://doi.org/10.20944/preprints202405.0656.v1openalex-snapshot
Event-Driven AI Workflows in Serverless Computing: Enabling Real-Time Data Processing and Decision-Making
inferred← citeshttps://doi.org/10.20944/preprints202405.0656.v2openalex-snapshot
Event-Driven AI Workflows in Serverless Computing: Enabling Real-Time Data Processing and Decision-Making
inferred← citeshttps://doi.org/10.3390/a18060324openalex-snapshot
Q8S: Emulation of Heterogeneous Kubernetes Clusters Using QEMU
inferred← citeshttps://doi.org/10.3390/electronics15081708openalex-snapshot
A Reproducible Monte Carlo Framework for Evaluating Cost–Latency Trade-Offs in Cloud Continuum
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