|PARRAVICINI ALBERTO||Cycle: XXXIV |
Section: Computer Science and Engineering
Tutor: MIRANDOLA RAFFAELA
Advisor: SANTAMBROGIO MARCO DOMENICO Major Research topic
:Gospel - High-performance heterogeneous architectures for graph analyticsAbstract:
Graphs are common in a variety of situation, from social networks to financial transactions. These graphs are gold mines of information, and being able to process them is key to the success of many businesses. Real graph, however, are growing larger and larger, and traditional software and algorithms cannot satisfy the performance needs of the most demanding users.
Gospel aims at making graph processing faster and
readily available to researchers and industry, by leveraging high-performance heterogeneous and novel computer architectures. From accelerating algorithms such as PageRank by making use of modern GPUs, to extending existing frameworks for graph analysis, Gospel offers a broad array of techniques to bring graph processing to the world of high-performance computing.