Serverless computing for Internet of Things: A systematic literature review
Serverless computing, or Function as a Service (FaaS), represents a research trend where
applications are built and deployed as a group of stateless functions. Although initially …
applications are built and deployed as a group of stateless functions. Although initially …
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 …
Batch: Machine learning inference serving on serverless platforms with adaptive batching
Serverless computing is a new pay-per-use cloud service paradigm that automates resource
scaling for stateless functions and can potentially facilitate bursty machine learning serving …
scaling for stateless functions and can potentially facilitate bursty machine learning serving …
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 …
A holistic view on resource management in serverless computing environments: Taxonomy and future directions
Serverless computing has emerged as an attractive deployment option for cloud
applications in recent times. The unique features of this computing model include rapid auto …
applications in recent times. The unique features of this computing model include rapid auto …
Optimizing inference serving on serverless platforms
Serverless computing is gaining popularity for machine learning (ML) serving workload due
to its autonomous resource scaling, easy to use and pay-per-use cost model. Existing …
to its autonomous resource scaling, easy to use and pay-per-use cost model. Existing …
Survey on serverless computing
Serverless computing has gained importance over the last decade as an exciting new field,
owing to its large influence in reducing costs, decreasing latency, improving scalability, and …
owing to its large influence in reducing costs, decreasing latency, improving scalability, and …
AuctionWhisk: Using an auction‐inspired approach for function placement in serverless fog platforms
Abstract The Function‐as‐a‐Service (FaaS) paradigm has a lot of potential as a computing
model for fog environments comprising both cloud and edge nodes, as compute requests …
model for fog environments comprising both cloud and edge nodes, as compute requests …
Machine learning for physical layer in 5G and beyond wireless networks: A survey
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …
Serverless data pipeline approaches for IoT data in fog and cloud computing
With the increasing number of Internet of Things (IoT) devices, massive amounts of raw data
is being generated. The latency, cost, and other challenges in cloud-based IoT data …
is being generated. The latency, cost, and other challenges in cloud-based IoT data …