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Found 6 papers, 2 papers with code
SPIRT: A Fault-Tolerant and Reliable Peer-to-Peer Serverless ML Training Architecture
The advent of serverless computing has ushered in notable advancements in distributed machine learning, particularly within parameter server-based architectures.
Exploring the Impact of Serverless Computing on Peer To Peer Training Machine Learning
In this paper, we introduce a novel architecture that combines serverless computing with P2P networks for distributed training and present a method for efficient parallel gradient computation under resource constraints.
Architecting Peer-to-Peer Serverless Distributed Machine Learning Training for Improved Fault Tolerance
However, the parameter server architecture may have limitations in terms of fault tolerance, including a single point of failure and complex recovery processes.
A Survey of Video Game Testing
However, to the best of our knowledge, little is known about video-game testing.
Software Engineering
What Skills do IT Companies look for in New Developers? A Study with Stack Overflow Jobs
Objective: This paper investigates which hard and soft skills are more required in IT companies by analyzing the description of 20, 000 job opportunities.
Software Engineering
Dataset of Video Game Development Problems
This dataset is useful to understand the problems faced by developers during video-game development, providing researchers and practitioners a starting point to study video-game development in the context of software engineering.
Software Engineering
