Joel Scheuner
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View article: Fusionize++: Improving Serverless Application Performance Using Dynamic Task Inlining and Infrastructure Optimization
Fusionize++: Improving Serverless Application Performance Using Dynamic Task Inlining and Infrastructure Optimization Open
The Function-as-a-Service (FaaS) execution model increases developer productivity by removing operational concerns such as managing hardware or software runtimes. Developers, however, still need to partition their applications into FaaS fu…
View article: Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications
Let's Trace It: Fine-Grained Serverless Benchmarking using Synchronous and Asynchronous Orchestrated Applications Open
Making serverless computing widely applicable requires detailed performance understanding. Although contemporary benchmarking approaches exist, they report only coarse results, do not apply distributed tracing, do not consider asynchronous…
View article: Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers"
Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers" Open
This replication package contains the code (`aws-triggers` and `azure-trigger`), data analysis scripts (`data-analysis`), and dataset (`data`) of the TriggerBench cross-provider serverless benchmark. It also bundles a customized extension …
View article: Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers"
Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers" Open
This replication package contains the code (`aws-triggers` and `azure-trigger`), data analysis scripts (`data-analysis`), and dataset (`data`) of the TriggerBench cross-provider serverless benchmark. It also bundles a customized extension …
View article: Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers"
Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers" Open
This replication package contains the code (`aws-triggers` and `azure-trigger`), data analysis scripts (`data-analysis`), and dataset (`data`) of the TriggerBench cross-provider serverless benchmark. It also bundles a customized extension …
View article: Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers"
Replication Package for "TriggerBench: A Performance Benchmark for Serverless Function Triggers" Open
This replication package contains the code (`aws-triggers` and `azure-trigger`), data analysis scripts (`data-analysis`), and dataset (`data`) of the TriggerBench cross-provider serverless benchmark. It also bundles a customized extension …
View article: Fusionize: Improving Serverless Application Performance through Feedback-Driven Function Fusion
Fusionize: Improving Serverless Application Performance through Feedback-Driven Function Fusion Open
Serverless computing increases developer productivity by removing operational concerns such as managing hardware or software runtimes. Developers, however, still need to partition their application into functions, which can be error-prone …
View article: The State of Serverless Applications: Collection, Characterization, and Community Consensus
The State of Serverless Applications: Collection, Characterization, and Community Consensus Open
Over the last five years, all major cloud platform providers have increased their serverless offerings. Many early adopters report significant benefits for serverless-based over traditional applications, and many companies are considering …
View article: The State of Serverless Applications: Collection,Characterization, and Community Consensus - Replication Package
The State of Serverless Applications: Collection,Characterization, and Community Consensus - Replication Package Open
The replication package for our article The State of Serverless Applications: Collection,Characterization, and Community Consensus provides everything required to reproduce all results for the following three studies: Serverless Applicatio…
View article: The State of Serverless Applications: Collection,Characterization, and Community Consensus - Replication Package
The State of Serverless Applications: Collection,Characterization, and Community Consensus - Replication Package Open
The replication package for our article The State of Serverless Applications: Collection,Characterization, and Community Consensus provides everything required to reproduce all results for the following three studies: Serverless Applicatio…
View article: (Research) Insights for Serverless Application Engineering
(Research) Insights for Serverless Application Engineering Open
The special issue of IEEE Software, the ‘Practitioners Digest’ reports on papers about serverless application engineering from Journal of Systems and Software, the 2020 European Conference on Software Architecture, and the 19th Internation…
View article: A Review of Serverless Use Cases and their Characteristics
A Review of Serverless Use Cases and their Characteristics Open
The serverless computing paradigm promises many desirable properties for cloud applications - low-cost, fine-grained deployment, and management-free operation. Consequently, the paradigm has underwent rapid growth: there currently exist te…
View article: Function-as-a-Service performance evaluation: A multivocal literature review
Function-as-a-Service performance evaluation: A multivocal literature review Open
Function-as-a-Service (FaaS) is one form of the serverless cloud computing\nparadigm and is defined through FaaS platforms (e.g., AWS Lambda) executing\nevent-triggered code snippets (i.e., functions). Many studies that empirically\nevalua…
View article: Replication Package for "Function-as-a-Service Performance Evaluation: A Multivocal Literature Review"
Replication Package for "Function-as-a-Service Performance Evaluation: A Multivocal Literature Review" Open
Paper J. Scheuner and P. Leitner, “Function-as-a-Service Performance Evaluation: A Multivocal Literature Review,” Accepted at the Journal of Systems and Software (JSS), Preprint: arXiv:2004.03276. Function-as-a-Service (FaaS) is one form o…
View article: Replication Package for "Function-as-a-Service Performance Evaluation: A Multivocal Literature Review"
Replication Package for "Function-as-a-Service Performance Evaluation: A Multivocal Literature Review" Open
Paper J. Scheuner and P. Leitner, “Function-as-a-Service Performance Evaluation: A Multivocal Literature Review,” Accepted at the Journal of Systems and Software (JSS), Preprint: arXiv:2004.03276. Function-as-a-Service (FaaS) is one form o…
View article: Replication Package for "Function-as-a-Service Performance Evaluation: A Multivocal Literature Review"
Replication Package for "Function-as-a-Service Performance Evaluation: A Multivocal Literature Review" Open
Paper J. Scheuner and P. Leitner, “Function-as-a-Service Performance Evaluation: A Multivocal Literature Review,” 2020, Preprint, arXiv:2004.03276. Function-as-a-Service (FaaS) is one form of the serverless cloud computing paradigm and is …
View article: SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset
SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset Open
PrettyDataset.xlsx Our data set of 89 serverless use cases and their mapping to 24 characteristics. In form of an Excel file to simplify manual inspection. Columns represent characteristics, rows represent use cases. Dataset.csv Raw versio…
View article: SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset
SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset Open
PrettyDataset.xlsx Our data set of 89 serverless use cases and their mapping to 24 characteristics. In form of an Excel file to simplify manual inspection. Columns represent characteristics, rows represent use cases. RawDataset.csv Raw ver…
View article: SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset
SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset Open
PrettyDataset.xlsx Our data set of 89 serverless use cases and their mapping to 24 characteristics. In form of an Excel file to simplify manual inspection. Columns represent characteristics, rows represent use cases. Dataset.csv Raw versio…
View article: SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset
SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset Open
PrettyDataset.xlsx Our data set of 89 serverless use cases and their mapping to 24 characteristics. In form of an Excel file to simplify manual inspection. Columns represent characteristics, rows represent use cases. Dataset.csv Raw versio…
View article: SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset
SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset Open
PrettyDataset.xlsx Our data set of 89 serverless use cases and their mapping to 24 characteristics. In form of an Excel file to simplify manual inspection. Columns represent characteristics, rows represent use cases. Dataset.csv Raw versio…
View article: SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset
SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset Open
PrettyDataset.xlsx Our data set of 89 serverless use cases and their mapping to 24 characteristics. In form of an Excel file to simplify manual inspection. Columns represent characteristics, rows represent use cases. Dataset.csv Raw versio…
View article: SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset
SPEC RG Technical Report: A Review of Serverless Use Cases and their Characteristics - Dataset Open
PrettyDataset.xlsx Our data set of 89 serverless use cases and their mapping to 24 characteristics. In form of an Excel file to simplify manual inspection. Columns represent characteristics, rows represent use cases. Dataset.csv Raw versio…
View article: Beyond Microbenchmarks: The SPEC-RG Vision for a Comprehensive Serverless Benchmark
Beyond Microbenchmarks: The SPEC-RG Vision for a Comprehensive Serverless Benchmark Open
Serverless computing services, such as Function-as-a-Service (FaaS), hold the attractive promise of a high level of abstraction and high performance, combined with the minimization of operational logic. Several large ecosystems of serverle…
View article: Replication Package for "The State of Research on Function-as-a-Service Performance Evaluation: A Multivocal Literature Review"
Replication Package for "The State of Research on Function-as-a-Service Performance Evaluation: A Multivocal Literature Review" Open
This replication package contains the raw dataset, scripts to produce all plots, and documentation on how to replicate our MLR study on FaaS performance evaluation. Paper J. Scheuner and P. Leitner, “The State of Research on Function-as-a-…
View article: Towards Measuring and Understanding Performance in Infrastructure- and Function-as-a-Service Clouds
Towards Measuring and Understanding Performance in Infrastructure- and Function-as-a-Service Clouds Open
Context. Cloud computing has become the de facto standard for deploying modern software systems, which makes its performance crucial to the efficient functioning of many applications. However, the unabated growth of established cloud servi…