Edge AI: A taxonomy, systematic review and future directions
Abstract Edge Artificial Intelligence (AI) incorporates a network of interconnected systems
and devices that receive, cache, process, and analyse data in close communication with the …
and devices that receive, cache, process, and analyse data in close communication with the …
Cold start latency in serverless computing: A systematic review, taxonomy, and future directions
Recently, academics and the corporate sector have paid attention to serverless computing,
which enables dynamic scalability and an economic model. In serverless computing, users …
which enables dynamic scalability and an economic model. In serverless computing, users …
A survey on the cold start latency approaches in serverless computing: an optimization-based perspective
Serverless computing is one of the latest technologies that has received much attention from
researchers and companies in recent years since it provides dynamic scalability and a clear …
researchers and companies in recent years since it provides dynamic scalability and a clear …
Neural networks based smart e-health application for the prediction of tuberculosis using serverless computing
The convergence of the Internet of Things (IoT) with e-health records is creating a new era of
advancements in the diagnosis and treatment of disease, which is resha** the modern …
advancements in the diagnosis and treatment of disease, which is resha** the modern …
Captain: A testbed for co-simulation of scalable serverless computing environments for aiot enabled predictive maintenance in industry 4.0
The massive amounts of data generated by the Industrial Internet of Things (IIoT) require
considerable processing power, which increases carbon emissions and energy usage, and …
considerable processing power, which increases carbon emissions and energy usage, and …
ProKube: Proactive kubernetes orchestrator for inference in heterogeneous edge computing
Deep neural network (DNN) and machine learning (ML) models/inferences produce highly
accurate results demanding enormous computational resources. The limited capacity of end …
accurate results demanding enormous computational resources. The limited capacity of end …
PRICELESS: Privacy enhanced AI‐driven scalable framework for IoT applications in serverless edge computing environments
Serverless edge computing has emerged as a new paradigm that integrates the serverless
and edge computing. By bringing processing power closer to the edge of the network, it …
and edge computing. By bringing processing power closer to the edge of the network, it …
Computing: Looking back and moving forward
The Internet and computer commercialization have transformed the computing systems area
over the past sixty years, affecting society. Computer systems have evolved to meet diverse …
over the past sixty years, affecting society. Computer systems have evolved to meet diverse …
Master: Machine learning-based cold start latency prediction framework in serverless edge computing environments for industry 4.0
The integration of serverless edge computing and the Industrial Internet of Things (IIoT) has
the potential to optimize industrial production. However, cold start latency is one of the main …
the potential to optimize industrial production. However, cold start latency is one of the main …
CloudAIBus: a testbed for AI based cloud computing environments
Smart resource allocation is essential for optimising cloud computing efficiency and
utilisation, but it is also very challenging as traditional approaches often overprovision CPU …
utilisation, but it is also very challenging as traditional approaches often overprovision CPU …