ALIDA: improving flexibility and business responsiveness
Alida official page
Data Science and Machine Learning (DSML) are entering a phase of greater industrialization: organizations have realized that they need to add more agility and resilience to their ML pipelines and production models, and that DSML technologies, alone or combined with Artificial Intelligence (AI), can increase their ... eng.it
ALIDA-DOCS - Official Online Documentation
ALIDA is a micro-service oriented platform for the composition, deployment and execution of Big Data Analytics (BDA) applications in several domains and scenarios. docs.alidalab.itCybersecurity and Fraud Detection in Financial Transactions
Frauds in financial services are an ever-increasing phenomenon, and cybercrime generates multimillion revenues, therefore even a small improvement in fraud detection rates would generate significant savings. This chapter arises from the need to overcome the limitations of the rule-based systems to block potentially... link.springer.comA Novel Micro-Service Based Platform for Composition, Deployment and Execution of BDA Applications
Big Data are growing at an exponential rate and it becomes necessary the use of tools and technologies to manage, process and visualize them in order to extract value. In this paper a micro-service based platform is presented for the composition, deployment and execution of Big Data Analytics (BDA) application workflows... ieeexplore.ieee.orgALIDA - TEMPLATES of BDA-SERVICES
An ALIDA BDA-service can be implemented in different ways, depending on the context of execution (batch/streaming) and the technologies to be used (Python, Apache Spark, Flink, ...). A batch application is a process that has a beginning and an end. A streaming application is a process that is always on. gitlab.alidalab.it