HIGH PERFORMANCE COMPUTING: GRAPH AND DATA ANALYTICS
(Competitions, Informatic laboratory, Frontal teaching)
- Language: ENGLISH
- Campus: MILANO CITTÀ STUDI
- Enrollment: 17-03-2023to hour 12:00 on
31-03-2023 - Subject area: Tech and society
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- Teacher in charge
- SANTAMBROGIO MARCO DOMENICO
- Credits
- 2
- Hours to attend
- 100
- Prerequisites
CUDA (basic level), C/C++
- Max. number of students
- 14
- Selection Criteria
- Order of arrival, max 100 people, of which 35 in person
- Topics:
- design contest, graph analytics, high performance computing
- Tag
- Computer science, Engineering
Description of the initiative
Internet and social media have completely changed the way in which we live and interact with other people around the world. Millions of connections and interactions happen every day at incredible speed, and graphs are a key tool to understand and describe these phenomena. The goal of the High-Performance Graph Analytics course is to introduce the students to the world of graphs and to teach how to analyze graphs at scale both in theory and in practice.The course is realized in collaboration with Oracle Labs and will be carried out with frontal lessons which introduce theoretical concepts and algorithms used in graph analytics, and with a multi-track design contest in which students will apply what they learnt to real-life applications and open problems. Students will be followed during the contest with ad-hoc tutoring sessions.In the contest, students will implement fast query planning techniques to efficiently search through graphs and explore AI-based techniques, their properties and suitability for Entity Resolution.Up to the best five participants to the design contest will take part to a second selection phase held directly by Oracle Labs, and have the opportunity to be selected for a one-day per week internship with Oracle from Milan, or for full-time internships at Oracle Labs in Zurich or Redwood City.
Duration
dal April 2023 a June 2023
Calendar
Il calendario del corso è visibile sul calendario: tinyurl.com/PiAatDEIBPer le lezioni di questo corso si cerchi #HPDGA
- 03/04/2023 - 18:00/20:00
- 06/04/2023 - 18:00/20:00
- 13/04/2023 - 18:00/20:00
- 17/04/2023 - 18:00/20:00
- 20/04/2023 - 18:00/20:00
- 27/04/2023 - 18:00/20:00