AI for next generation computing: Emerging trends and future directions
Autonomic computing investigates how systems can achieve (user) specified “control”
outcomes on their own, without the intervention of a human operator. Autonomic computing …
outcomes on their own, without the intervention of a human operator. Autonomic computing …
Serverless computing: state-of-the-art, challenges and opportunities
Serverless computing is growing in popularity by virtue of its lightweight and simplicity of
management. It achieves these merits by reducing the granularity of the computing unit to …
management. It achieves these merits by reducing the granularity of the computing unit to …
Serverless in the wild: Characterizing and optimizing the serverless workload at a large cloud provider
Function as a Service (FaaS) has been gaining popularity as a way to deploy computations
to serverless backends in the cloud. This paradigm shifts the complexity of allocating and …
to serverless backends in the cloud. This paradigm shifts the complexity of allocating and …
The rise of serverless computing
The rise of serverless computing Page 1 44 COMMUNICATIONS OF THE ACM |
DECEMBER 2019 | VOL. 62 | NO. 12 contributed articles ILL US TRA TION B Y PETER …
DECEMBER 2019 | VOL. 62 | NO. 12 contributed articles ILL US TRA TION B Y PETER …
The serverless computing survey: A technical primer for design architecture
The development of cloud infrastructures inspires the emergence of cloud-native computing.
As the most promising architecture for deploying microservices, serverless computing has …
As the most promising architecture for deploying microservices, serverless computing has …
Characterizing serverless platforms with serverlessbench
Serverless computing promises auto-scalability and cost-efficiency (in" pay-as-you-go"
manner) for high-productive software development. Because of its virtue, serverless …
manner) for high-productive software development. Because of its virtue, serverless …
Icebreaker: Warming serverless functions better with heterogeneity
Serverless computing, an emerging computing model, relies on" warming up" functions prior
to its anticipated execution for faster and cost-effective service to users. Unfortunately …
to its anticipated execution for faster and cost-effective service to users. Unfortunately …
Architectural implications of function-as-a-service computing
Serverless computing is a rapidly growing cloud application model, popularized by
Amazon's Lambda platform. Serverless cloud services provide fine-grained provisioning of …
Amazon's Lambda platform. Serverless cloud services provide fine-grained provisioning of …
{MArk}: Exploiting cloud services for {Cost-Effective},{SLO-Aware} machine learning inference serving
The advances of Machine Learning (ML) have sparked a growing demand of ML-as-a-
Service: developers train ML models and publish them in the cloud as online services to …
Service: developers train ML models and publish them in the cloud as online services to …
The state of serverless applications: Collection, characterization, and community consensus
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 …
offerings. Many early adopters report significant benefits for serverless-based over …