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Optimizing Stateful Serverless Computing
(Åbo Akademi University, 2021-05-28)
Stateful serverless computing is a new paradigm within cloud computing. It successfully incorporates state management with serverless computing. Serverless computing is a form of cloud computing where the servers necessary ...
DIANA : Distributed and Safe Autonomous Navigation for a Swarm of Autonomous Vehicles
(Åbo Akademi University, 2021-05-07)
The autonomous systems are typical examples of complex distributed cyber-physical systems (CPS). The main characteristics of such systems is the use of autonomous vehicles. They are increasingly used in various mission-critical ...
Predicting Risk and Return in Peer-to-Peer Lending with Machine Learning : A Decision Making Approach
(Åbo Akademi University, 2021-12-03)
Credit risk is one of the prominent risk types in the financial industry. It is the risk associated with lending money to borrowers, where the risk is the likelihood of not receiving back the money as a result of borrowers ...
Scalable Multicore Computing Using Dataflow and Task‐based Models
(Åbo Akademi University, 2021-11-26)
Most of modern digital electronic devices and systems rely nowadays on multicore processors, in order to deliver a growing list of added‐value features and services. In this way multicore architectures have been able to ...