Serverless computing: a survey of opportunities, challenges, and applications
The emerging serverless computing paradigm has attracted attention from both academia
and industry. This paradigm brings benefits such as less operational complexity, a pay-as …
and industry. This paradigm brings benefits such as less operational complexity, a pay-as …
Rise of the planet of serverless computing: A systematic review
Serverless computing is an emerging cloud computing paradigm, being adopted to develop
a wide range of software applications. It allows developers to focus on the application logic …
a wide range of software applications. It allows developers to focus on the application logic …
Wisefuse: Workload characterization and dag transformation for serverless workflows
We characterize production workloads of serverless DAGs at a major cloud provider. Our
analysis highlights two major factors that limit performance:(a) lack of efficient …
analysis highlights two major factors that limit performance:(a) lack of efficient …
faas‐sim: A trace‐driven simulation framework for serverless edge computing platforms
This paper presents faas‐sim, a simulation framework tailored to serverless edge computing
platforms. In serverless computing, platform operators are tasked with efficiently managing …
platforms. In serverless computing, platform operators are tasked with efficiently managing …
Serverless computing: What it is, and what it is not?
Serverless Computing: What It Is, and What It Is Not? Page 1 FULL AUTOMATION OF IT
infrastructure and the delivery of efficient IT operations as billed services have been long-standing …
infrastructure and the delivery of efficient IT operations as billed services have been long-standing …
Owl: Performance-aware scheduling for resource-efficient function-as-a-service cloud
This work documents our experience of improving the scheduler in Alibaba Function
Compute, a public FaaS platform. It commences with our observation that memory and CPU …
Compute, a public FaaS platform. It commences with our observation that memory and CPU …
ML-FaaS: Toward Exploiting the Serverless Paradigm to Facilitate Machine Learning Functions as a Service
E Paraskevoulakou, D Kyriazis - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
Serverless computing has emerged as a revolutionary model that enables the deployment of
applications and services by raising the level of abstraction from the underline resources. Its …
applications and services by raising the level of abstraction from the underline resources. Its …
Fine-grained performance and cost modeling and optimization for faas applications
Function-as-a-Service (FaaS) has become a mainstream cloud computing paradigm for
developers to build cloud-native applications in recent years. By taking advantage of …
developers to build cloud-native applications in recent years. By taking advantage of …
FLASH: Fast model adaptation in ML-centric cloud platforms
The emergence of ML in various cloud system management tasks (eg, workload autoscaling
and job scheduling) has become a core driver of ML-centric cloud platforms. However, there …
and job scheduling) has become a core driver of ML-centric cloud platforms. However, there …
[HTML][HTML] A reference architecture for serverless big data processing
Despite significant advances in data management systems in recent decades, the
processing of big data at scale remains very challenging. While cloud computing has been …
processing of big data at scale remains very challenging. While cloud computing has been …