The ALASCA Tech-Talks provide a platform to discuss projects that have the potential to improve the digital sovereignty of digital infrastructures and cloud services, as well as use cases that rely on these digital sovereign infrastructures and services.
Missed the Tech Talk? No problem, you can find all the recordings on our ALASCA YouTube channel.
What can you expect in the upcoming Tech Talk?
The following speaker awaits you in March 2024:
"A DevOps approach for AI applications at the edge"
Danilo Ardagna (Associate Professor at Politecnico di Milano, Department of Electronics, Information and Bioengineering)
Artificial Intelligence (AI) is on the brink of becoming universally integrated, a development that hinges on the availability of resources at the network's periphery. While cloud computing delivers the essential processing power for handling large datasets, edge computing plays a pivotal role: Positioned at the data generation point, edge computing is key to managing data efficiently, promptly, and securely.
This talk will delve into the innovative tools developed under the AI-SPRINT H2020 European project (https://www.ai-sprint-project.eu). AI-SPRINT has established a comprehensive framework tailored for crafting AI applications across computing continua. This framework facilitates a delicate balance between performance metrics (such as end-to-end latency and throughput) and the precision of AI models, all the while upholding stringent security and privacy standards.
Key highlights of the AI-SPRINT toolkit include:
- Simplified Programming ModelsTo ease the steep learning curve associated with developing AI software in computing continua, making the technology more accessible to developers.
- Specialised AI Building BlocksOffering components for distributed training, safeguarding privacy, and employing advanced machine learning models, these components significantly reduce the time required to bring AI applications to market.
- Automated Deployment and Dynamic Reconfiguration PoliciesDesigned to lower the operational costs of AI software, and ensure that applications remain efficient and adaptable in the face of evolving workloads.
You want to be part of the Tech-Talk? Then send us a short message via the contact form below to get the access data.
Too complicated? Then download the calendar entry directly as an ics file here.
