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Serverless execution of scientific workflows: Experiments with HyperFlow, AWS Lambda and Google Cloud Functions

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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/cpe.938openalex-snapshot
Distributed computing in practice: the Condor experience
inferredcites →https://doi.org/10.1007/3-540-36133-2_25openalex-snapshot
Overview of GridRPC: A Remote Procedure Call API for Grid Computing
inferredcites →https://doi.org/10.1007/978-1-4614-1933-4openalex-snapshot
The Design of Cloud Workflow Systems
inferredcites →https://doi.org/10.1007/978-1-84628-757-2openalex-snapshot
Workflows For E-Science: Scientific Workflows For Grids
inferredcites →https://doi.org/10.1007/978-1-84628-757-2_12openalex-snapshot
Component Architectures and Services: From Application Construction to Scientific Workflows
inferredcites →https://doi.org/10.1007/978-3-319-32149-3_27openalex-snapshot
A Lightweight Approach for Deployment of Scientific Workflows in Cloud Infrastructures
inferredcites →https://doi.org/10.1007/978-3-642-13818-8_33openalex-snapshot
Taverna, Reloaded
inferredcites →https://doi.org/10.1016/j.future.2014.10.008openalex-snapshot
Pegasus, a workflow management system for science automation
inferredcites →https://doi.org/10.1016/j.future.2015.01.004openalex-snapshot
Algorithms for cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds
inferredcites →https://doi.org/10.1016/j.future.2015.08.015openalex-snapshot
HyperFlow: A model of computation, programming approach and enactment engine for complex distributed workflows
inferredcites →https://doi.org/10.1016/j.jocs.2016.09.006openalex-snapshot
Porting HPC applications to the cloud: A multi-frontal solver case study
inferredcites →https://doi.org/10.1109/ccgrid.2016.37openalex-snapshot
Infrastructure Cost Comparison of Running Web Applications in the Cloud Using AWS Lambda and Monolithic and Microservice Architectures
inferredcites →https://doi.org/10.1109/cloud.2016.0060openalex-snapshot
Cloud Event Programming Paradigms: Applications and Analysis
inferredcites →https://doi.org/10.1109/e-science20119.2012openalex-snapshot
2012 IEEE 8th International Conference on E-Science
inferredcites →https://doi.org/10.1109/escience.2012.6404482openalex-snapshot
Why workflows break — Understanding and combating decay in Taverna workflows
inferredcites →https://doi.org/10.1109/mcc.2016.27openalex-snapshot
Hybrid Cloud Economics
inferredcites →https://doi.org/10.1109/mic.2011.143openalex-snapshot
How to Use Google App Engine for Free Computing
inferredcites →https://doi.org/10.1109/ms.2011.131openalex-snapshot
Evaluating High-Performance Computing on Google App Engine
inferredcites →https://doi.org/10.1109/qrs-c.2016.56openalex-snapshot
Economics of Resilient Cloud Services
inferredcites →https://doi.org/10.1109/sc.2010.17openalex-snapshot
Data Sharing Options for Scientific Workflows on Amazon EC2
inferredcites →https://doi.org/10.1109/ucc.2015.39openalex-snapshot
Bursting with Possibilities -- An Empirical Study of Credit-Based Bursting Cloud Instance Types
inferredcites →https://doi.org/10.1145/2063384.2063449openalex-snapshot
Auto-scaling to minimize cost and meet application deadlines in cloud workflows
inferredcites →https://doi.org/10.1504/ijcse.2009.026999openalex-snapshot
Montage: a grid portal and software toolkit for science-grade astronomical image mosaicking

What points at this work

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

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A probabilistic modeling and evolutionary optimization approach for serverless workflow configuration
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Joint λ : Orchestrating Serverless Workflows on Jointcloud FaaS Systems
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inferred← citeshttps://doi.org/10.1007/s10951-024-00820-1openalex-snapshot
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GeoPM-DMEIRL: A deep inverse reinforcement learning security trajectory generation framework with serverless computing
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inferred← citeshttps://doi.org/10.1186/s13677-021-00253-7openalex-snapshot
Survey on serverless computing
inferred← citeshttps://doi.org/10.1186/s13731-025-00465-0openalex-snapshot
Comparison of blockchain vs. centralised IT infrastructure costs for food traceability: a Thai broiler supply chain case study
inferred← citeshttps://doi.org/10.1201/9781003001188-14openalex-snapshot
Workflow-as-a-Service Cloud Platform and Deployment of Bioinformatics Workflow Applications
inferred← citeshttps://doi.org/10.1360/ssi-2023-0155openalex-snapshot
Serverless computing based on dynamic-addressable session
inferred← citeshttps://doi.org/10.1371/journal.pone.0237317openalex-snapshot
A model-driven framework for data-driven applications in serverless cloud computing
inferred← citeshttps://doi.org/10.14232/actacyb.288489openalex-snapshot
Execution Time Reduction in Function Oriented Scientific Workflows
inferred← citeshttps://doi.org/10.14513/actatechjaur.00581openalex-snapshot
MLOps approach in the cloud-native data pipeline design
inferred← citeshttps://doi.org/10.17762/ijritcc.v11i7.7846openalex-snapshot
A Novel Approach for Triggering the Serverless Function in Serverless Environment
inferred← citeshttps://doi.org/10.20378/irb-52238openalex-snapshot
SeMoDe – Simulation and Benchmarking Pipeline for Function as a Service
inferred← citeshttps://doi.org/10.20378/irb-92913openalex-snapshot
A Simulation Framework for Function as a Service
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1725753/v1openalex-snapshot
A heuristic-based package-aware function scheduling approach for creating a trade-off between cold-start time and cost in FaaS computing environments
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1725753/v2openalex-snapshot
A heuristic-based package-aware function scheduling approach for creating a trade-off between cold-start time and cost in FaaS computing environments
inferred← citeshttps://doi.org/10.2139/ssrn.4908406openalex-snapshot
Containerization vs. Serverless Architectures for Data Pipelines
inferred← citeshttps://doi.org/10.2139/ssrn.5085684openalex-snapshot
Blackhole-Dtp: A Distributed Trajectory Privacy Protection Strategy with Deep Trajectory Training and Data Blackhole
inferred← citeshttps://doi.org/10.2139/ssrn.6901709openalex-snapshot
Budget-aware serverless computing via blockchain-enabled decentralised control
inferred← citeshttps://doi.org/10.2139/ssrn.6906946openalex-snapshot
Budget-aware serverless computing via blockchain-enabled decentralised control
inferred← citeshttps://doi.org/10.22214/ijraset.2020.31953openalex-snapshot
Cloud Migration with Google Cloud Storage and AWS (S3 Service)
inferred← citeshttps://doi.org/10.22399/ijcesen.5507openalex-snapshot
Event-Driven Microservices for Scalable Omni-Channel Retail: A Serverless Architecture Framework
inferred← citeshttps://doi.org/10.22541/au.168008246.60683124/v1openalex-snapshot
BriskChain: Decentralized Function Composition for High-performance Serverless Computing
inferred← citeshttps://doi.org/10.23919/mipro.2019.8756833openalex-snapshot
Serverless architecture for workflow scheduling with unconstrained execution environment
inferred← citeshttps://doi.org/10.23919/softcom55329.2022.9911406openalex-snapshot
Microservice Performance in Container- and Function-as-a-Service Architectures
inferred← citeshttps://doi.org/10.24018/compute.2022.2.4.59openalex-snapshot
Ecommerce based on Cloud Computing: The Art of State
inferred← citeshttps://doi.org/10.24036/jtip.v17i2.869openalex-snapshot
Comparison of Automation Deployment Implementation on Google Cloud Virtual Machine Using Deployment Manager and Terraform
inferred← citeshttps://doi.org/10.28925/2663-4023.2025.30.983openalex-snapshot
MULTI-CRITERIA OPTIMIZATION METHOD FOR CLOUD COMPUTING SECURITY BASED ON A MODIFIED NSGA-II ALGORITHM
inferred← citeshttps://doi.org/10.32604/cmc.2023.032474openalex-snapshot
Vertical Pod Autoscaling in Kubernetes for Elastic Container Collaborative燜ramework
inferred← citeshttps://doi.org/10.32628/ijsrset2358717openalex-snapshot
Cross-Cloud Continuity : A Scalable Framework for Resilient and Regulated Digital Infrastructure
inferred← citeshttps://doi.org/10.3389/fevo.2022.905309openalex-snapshot
An automated work-flow for pinniped surveys: A new tool for monitoring population dynamics
inferred← citeshttps://doi.org/10.3390/app11041438openalex-snapshot
GPU-Enabled Serverless Workflows for Efficient Multimedia Processing
inferred← citeshttps://doi.org/10.3390/bdcc4040038openalex-snapshot
A Traffic Analysis on Serverless Computing Based on the Example of a File Upload Stream on AWS Lambda
inferred← citeshttps://doi.org/10.3390/electronics13163246openalex-snapshot
SMWE: A Framework for Secure and Makespan-Oriented Workflow Execution in Serverless Computing
inferred← citeshttps://doi.org/10.3390/fi18090496openalex-snapshot
Serverless Functions in Cloud–Edge Environments: A Comprehensive Critical Review and Taxonomy
inferred← citeshttps://doi.org/10.3390/ijgi11010020openalex-snapshot
Serverless Geospatial Data Processing Workflow System Design
inferred← citeshttps://doi.org/10.3390/ijgi9050311openalex-snapshot
Geospatial Serverless Computing: Architectures, Tools and Future Directions
inferred← citeshttps://doi.org/10.3390/s23094459openalex-snapshot
Design and Implementation of a Framework for Smart Home Automation Based on Cellular IoT, MQTT, and Serverless Functions
inferred← citeshttps://doi.org/10.3390/s25082350openalex-snapshot
A Comprehensive Survey of Privacy-Enhancing and Trust-Centric Cloud-Native Security Techniques Against Cyber Threats
inferred← citeshttps://doi.org/10.3390/sym15020467openalex-snapshot
Distributed and Asynchronous Population-Based Optimization Applied to the Optimal Design of Fuzzy Controllers
inferred← citeshttps://doi.org/10.37012/jtik.v7i2.662openalex-snapshot
Analisis Perbandingan Serverless Computing Pada Google Cloud Platform
inferred← citeshttps://doi.org/10.3847/1538-3881/acd18dopenalex-snapshot
Serverless Architecture for Data Processing and Detecting Anomalies with the Mars Express MARSIS Instrument
inferred← citeshttps://doi.org/10.4018/978-1-6684-4580-8.ch011openalex-snapshot
Serverless Architecture for Healthcare Management Systems
inferred← citeshttps://doi.org/10.4018/979-8-3693-9694-0.ch002openalex-snapshot
AI Workload Automation and Orchestration in Cloud Environments
inferred← citeshttps://doi.org/10.4018/ijcac.409973openalex-snapshot
AI-Enhanced Event-Driven Payroll Processing
inferred← citeshttps://doi.org/10.4018/ijec.349737openalex-snapshot
Research on Visual Design of Smart Phone APP Interface Based on Human-Computer Interaction Behavior
inferred← citeshttps://doi.org/10.47839/ijc.21.3.2694openalex-snapshot
A Cloud Pub/Sub Architecture to Integrate Google Big Query with Elasticsearch using Cloud Functions
inferred← citeshttps://doi.org/10.48550/arxiv.2008.07290openalex-snapshot
Commercial Cloud Computing for Connected Vehicle Applications in Transportation Cyber-Physical Systems
inferred← citeshttps://doi.org/10.48550/arxiv.2101.03513openalex-snapshot
An Empirical Study on Serverless Workflow Service
inferred← citeshttps://doi.org/10.48550/arxiv.2102.00234openalex-snapshot
EdgeWorkflowReal: An Edge Computing based Workflow Execution Engine for Smart Systems
inferred← citeshttps://doi.org/10.48550/arxiv.2105.10362openalex-snapshot
Functionals in the Clouds: An abstract architecture of serverless Cloud-Native Apps
inferred← citeshttps://doi.org/10.4995/thesis/10251/202013openalex-snapshot
Serverless Strategies and Tools in the Cloud Computing Continuum
inferred← citeshttps://doi.org/10.5070/sr31154815openalex-snapshot
SoK: Function-As-A-Service: From An Application Developer’s Perspective
inferred← citeshttps://doi.org/10.51219/jaimld/srinivasa-kalyan-vangibhurathachhi/542openalex-snapshot
The efficiency of distributed cloud computing in AI models
inferred← citeshttps://doi.org/10.5194/isprs-archives-xlvi-4-w5-2021-425-2021openalex-snapshot
DESIGN OF A SERVERLESS OGC WPS BASED GEOPROCESSING SERVICE SOLUTION
inferred← citeshttps://doi.org/10.5753/eradco.2021.18418openalex-snapshot
Análise de Desempenho de Funções como Serviço em Nuvem Privada - DATAPREV
inferred← citeshttps://doi.org/10.5753/wscad.2022.226308openalex-snapshot
MapReduce na AWS: Uma Análise de Custos Computacionais Utilizando os Serviços FaaS e IaaS
inferred← citeshttps://doi.org/10.5753/wscad.2023.235852openalex-snapshot
How FaaS with DBaaS performs in different regions: an evaluation by the Orama Framework
inferred← citeshttps://doi.org/10.63282/3050-9262.ijaidsml-v5i3p105openalex-snapshot
Revolutionizing Contact Center Performance – The Power of AI-Driven Agent Evaluations
inferred← citeshttps://doi.org/10.70675/e40f2a10zc1ddz45bdza8ddz6ea48b8e735bopenalex-snapshot
Gestion optimisée de ressources dans le contexte hospitalier
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.