15 citations · 46 across the 9 of their papers we have counts for
9 papers
The SPEC-RG Reference Architecture for the Compute Continuum
Matthijs Jansen, Auday Al-Dulaimy, Alessandro V. Papadopoulos +2
As the next generation of diverse workloads like autonomous driving and augmented/virtual reality evolves, computation is shifting from cloud-based services to the edge, leading to…
STRETCH: Virtual Shared-Nothing Parallelism for Scalable and Elastic Stream Processing
Vincenzo Gulisano, Hannaneh Najdataei, Yiannis Nikolakopoulos +3
Stream processing applications extract value from raw data through Directed Acyclic Graphs of data analysis tasks. Shared-nothing (SN) parallelism is the de-facto standard to scale…
Towards Mapping Control Theory and Software Engineering Properties using Specification Patterns
Ricardo Caldas, Razan Ghzouli, Alessandro V. Papadopoulos +3
A traditional approach to realize self-adaptation in software engineering (SE) is by means of feedback loops. The goals of the system can be specified as formal properties that are…
Performance Modeling and Vertical Autoscaling of Stream Joins
Hannaneh Najdataei, Vincenzo Gulisano, Alessandro V. Papadopoulos +3
Streaming analysis is widely used in cloud as well as edge infrastructures. In these contexts, fine-grained application performance can be based on accurate modeling of streaming o…
Towards Bridging the Gap between Control and Self-Adaptive System Properties
Javier Cámara, Alessandro V. Papadopoulos, Thomas Vogel +4
Two of the main paradigms used to build adaptive software employ different types of properties to capture relevant aspects of the system's run-time behavior. On the one hand, contr…
Performance-Feedback Autoscaling with Budget Constraints for Cloud-based Workloads of Workflows
Alexey Ilyushkin, André Bauer, Alessandro V. Papadopoulos +2
The growing popularity of workflows in the cloud domain promoted the development of sophisticated autoscaling policies that allow automatic allocation and deallocation of resources…