WebAssembly modules as lightweight containers for liquid IoT applications

N Mäkitalo, T Mikkonen, C Pautasso… - … Conference on Web …, 2021 - Springer
Going all the way to IoT with web technologies opens up the door to isomorphic IoT system
architectures, which deliver flexible deployment and live migration of code between any …

LiquidAI: towards an isomorphic AI/ML system architecture for the cloud-edge continuum

K Systä, C Pautasso, A Taivalsaari… - … Conference on Web …, 2023 - Springer
A typical Internet of Things (IoT) system consists of a large number of different subsystems
and devices, including sensors and actuators, gateways that connect them to the Internet …

Towards liquid AI in IoT with webassembly: a prototype implementation

P Kotilainen, V Heikkilä, K Systä… - … Conference on Mobile …, 2023 - Springer
Abstract An Internet of Things (IoT) system typically comprises numerous subsystems and
devices, such as sensors, actuators, gateways for internet connectivity, cloud services, end …

Examining privacy and trust issues at the edge of isomorphic IoT architectures: case liquid AI

M Agbese, N Mäkitalo, M Waseem… - Proceedings of the 13th …, 2023 - dl.acm.org
The growing domain of liquidity in computing extends its boundaries to include
advancements like liquid artificial intelligence (AI). Liquid AI leverages liquid software using …

[HTML][HTML] Action-oriented programming model: Collective executions and interactions in the fog

N Mäkitalo, T Aaltonen, M Raatikainen… - Journal of Systems and …, 2019 - Elsevier
Today's dominant design for the Internet of Things (IoT) is a Cloud-based system, where
devices transfer their data to a back-end and in return receive instructions on how to act …

Architecting the Web of Things for the fog computing era

N Mäkitalo, F Nocera, M Mongiello, S Bistarelli - IET software, 2018 - Wiley Online Library
Fog computing paradigm is emerging after a decade's dominance of cloud‐based system
design and architecture. Now, instead of centralising the computation and coordination to …

A brief history of liquid software

C Pautasso - 2023 IEEE International Conference on Edge …, 2023 - ieeexplore.ieee.org
The concept of liquid software, ie, software with flexible deployment, over the past two
decades has appeared in the fields of edge computing, Internet of Things (IoT), Human …

Towards characterization of edge-cloud continuum

D Khalyeyev, T Bureš, P Hnětynka - European Conference on Software …, 2022 - Springer
Internet of Things and cloud computing are two technological paradigms that reached
widespread adoption in recent years. These paradigms are complementary: IoT applications …

Maturity model for liquid web architectures

A Gallidabino, C Pautasso - … Conference, ICWE 2017, Rome, Italy, June 5 …, 2017 - Springer
Liquid Web applications adapt to the set of connected devices and flow seamlessly between
them following the user attention. As opposed to traditional centralised architectures, in …

The Liquid WebWorker API for Horizontal Offloading of Stateless Computations

A Gallidabino, C Pautasso - Journal of Web Engineering, 2018 - ieeexplore.ieee.org
As most users access the Web from multiple devices with different characteristics, ranging
from powerful desktops or laptops to tablets, mobile phones or watches and cars, liquid Web …