An efficient pattern-based approach for workflow supporting large-scale science: The DagOnStar experience

DD Sánchez-Gallegos, D Di Luccio, S Kosta… - Future Generation …, 2021 - Elsevier
Workflow engines are commonly used to orchestrate large-scale scientific computations
such as, but not limited to weather, climate, natural disasters, food safety, and territorial …

From the edge to the cloud: A continuous delivery and preparation model for processing big IoT data

DD Sánchez-Gallegos, D Carrizales-Espinoza… - … Modelling Practice and …, 2020 - Elsevier
This paper presents a processing model for big IoT data. The model includes a continuous
delivery scheme based on building blocks for constructing software pipelines from the edge …

[HTML][HTML] StructMesh: A storage framework for serverless computing continuum

D Carrizales-Espinoza, DD Sanchez-Gallegos… - Future Generation …, 2024 - Elsevier
Computing continuum is becoming a solution for organizations to process and analyze data
for supporting decision-making processes. In this context, serverless paradigm is arising as …

A data preparation approach for cloud storage based on containerized parallel patterns

D Carrizales, DD Sánchez-Gallegos, H Reyes… - Internet and Distributed …, 2019 - Springer
In this paper, we present the design, implementation, and evaluation of an efficient data
preparation and retrieval approach for cloud storage. The approach includes a …

A microservice-based building block approach for scientific workflow engines: Processing large data volumes with dagonstar

DD Sánchez-Gallegos, D Di Luccio… - … on Signal-Image …, 2019 - ieeexplore.ieee.org
The impact of machine learning algorithms on everyday life is overwhelming until the novel
concept of datacracy as a new social paradigm. In the field of computational environmental …

[PDF][PDF] A Data Preparation Approach for Cloud Storage Based on Containerized Parallel Patterns

In this paper, we present the design, implementation, and evaluation of an efficient data
preparation and retrieval approach for cloud storage. The approach includes a …