Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments
Serverless computing has sparked a massive interest in both the cloud service providers
and their clientele in recent years. This model entails the shift of the entire matter of resource …
and their clientele in recent years. This model entails the shift of the entire matter of resource …
Ilúvatar: A Fast Control Plane for Serverless Computing
Providing efficient Functions as a Service (FaaS) is challenging due to the serverless
programming model and highly heterogeneous and dynamic workloads. Great strides have …
programming model and highly heterogeneous and dynamic workloads. Great strides have …
A deep reinforcement learning based algorithm for time and cost optimized scaling of serverless applications
Serverless computing has gained a strong traction in the cloud computing community in
recent years. Among the many benefits of this novel computing model, the rapid auto-scaling …
recent years. Among the many benefits of this novel computing model, the rapid auto-scaling …
CrossFit: Fine-grained Benchmarking of Serverless Application Performance across Cloud Providers
J Scheuner, R Deng, JP Steghöfer… - 2022 IEEE/ACM 15th …, 2022 - ieeexplore.ieee.org
Serverless computing emerged as a promising cloud computing paradigm for deploying
cloud-native applications but raises new performance challenges. Existing performance …
cloud-native applications but raises new performance challenges. Existing performance …
TriggerBench: A Performance Benchmark for Serverless Function Triggers
J Scheuner, M Bertilsson, O Grönqvist… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Serverless computing offers a scalable event-based paradigm for deploying managed cloud-
native applications. Function triggers are essential building blocks in serverless, as they …
native applications. Function triggers are essential building blocks in serverless, as they …
Deep Reinforcement Learning for Scheduling Applications in Serverless and Serverful Hybrid Computing Environments
A Mampage, S Karunasekera… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Serverless computing has gained popularity as a novel cloud execution model for
applications in recent times. Businesses constantly try to leverage this new paradigm to add …
applications in recent times. Businesses constantly try to leverage this new paradigm to add …
Domain-specific computational storage for serverless computing
While (1) serverless computing is emerging as a popular form of cloud execution,
datacenters are going through major changes:(2) storage dissaggregation in the system …
datacenters are going through major changes:(2) storage dissaggregation in the system …
[КНИГА][B] Performance evaluation of serverless applications and infrastructures
J Scheuner - 2022 - search.proquest.com
Context. Cloud computing has become the de facto standard for deploying modern web-
based software systems, which makes its performance crucial to the efficient functioning of …
based software systems, which makes its performance crucial to the efficient functioning of …
SeBS-Flow: Benchmarking Serverless Cloud Function Workflows
Serverless computing has emerged as a prominent paradigm, with a significant adoption
rate among cloud customers. While this model offers advantages such as abstraction from …
rate among cloud customers. While this model offers advantages such as abstraction from …
[КНИГА][B] A Simulation Framework for Function as a Service
J Manner - 2024 - books.google.com
Serverless Computing is seen as a game changer in operating large-scale applications.
While practitioners and researches often use this term, the concept they actually want to …
While practitioners and researches often use this term, the concept they actually want to …