Auto-scaling mechanisms in serverless computing: A comprehensive review
The auto-scaling feature is fundamental to serverless computing, and it automatically allows
applications to scale as needed. Hence, this allows applications to be configured to adapt to …
applications to scale as needed. Hence, this allows applications to be configured to adapt to …
Challenges and Solutions in Network Security for Serverless Computing
S Ahmadi - International Journal of Current Science Research and …, 2024 - hal.science
This research study explores the challenges and solutions related to serverless computing
so that the computer systems connected to the network can be protected. Serverless …
so that the computer systems connected to the network can be protected. Serverless …
A deep reinforcement learning approach towards distributed Function as a Service (FaaS) based edge application orchestration in cloud-edge continuum
ME Khansari, S Sharifian - Journal of Network and Computer Applications, 2025 - Elsevier
Serverless computing has emerged as a new cloud computing model which in contrast to
IoT offers unlimited and scalable access to resources. This paradigm improves resource …
IoT offers unlimited and scalable access to resources. This paradigm improves resource …
[HTML][HTML] Secure-by-design serverless workflows on the edge–cloud continuum through the osmotic computing paradigm
Nowadays, many Cloud companies adopt serverless computation based on the Function as
a Service (FaaS) paradigm. Such an approach, built on the dynamic provisioning of …
a Service (FaaS) paradigm. Such an approach, built on the dynamic provisioning of …
Performance evaluation of serverless edge computing for machine learning applications
Next generation technologies such as smart health-care, self-driving cars, and smart cities
require new approaches to deal with the network traffic generated by the Internet of Things …
require new approaches to deal with the network traffic generated by the Internet of Things …
X86 vs. arm64: an investigation of factors influencing serverless performance
Function-as-a-Service (FaaS) platforms enable easy deployment and hosting of code known
as serverless functions and have gained considerable traction among software developers …
as serverless functions and have gained considerable traction among software developers …
Comparison of Reinforcement Learning Algorithms for Edge Computing Applications Deployed by Serverless Technologies.
Edge computing is one of the technological areas currently considered among the most
promising for the implementation of many types of applications. In particular, IoT-type …
promising for the implementation of many types of applications. In particular, IoT-type …
A scalable modified deep reinforcement learning algorithm for serverless IoT microservice composition infrastructure in fog layer
ME Khansari, S Sharifian - Future Generation Computer Systems, 2024 - Elsevier
Nowadays many modern and Artificial Intelligence (AI) enabled Internet of Things (IoT)
applications consist of chains connecting microservices distributed across the fog and cloud …
applications consist of chains connecting microservices distributed across the fog and cloud …
Optimizing Data Processing: A Comparative Study of Big Data Platforms in Edge, Fog, and Cloud Layers
Intelligent applications in several areas increasingly rely on big data solutions to improve
their efficiency, but the processing and management of big data incur high costs. Although …
their efficiency, but the processing and management of big data incur high costs. Although …
A General-Purpose Distributed Analytic Platform Based on Edge Computing and Computational Intelligence Applied on Smart Grids
Currently, in many data landscapes, the information is distributed across various sources
and presented in diverse formats. This fragmentation can pose a significant challenge to the …
and presented in diverse formats. This fragmentation can pose a significant challenge to the …