research
∙
09/17/2023
Leveraging Large Language Models for Sequential Recommendation
Sequential recommendation problems have received increasing attention in...
share
research
∙
06/14/2023
Accelerating Machine Learning Queries with Linear Algebra Query Processing
The rapid growth of large-scale machine learning (ML) models has led num...
research
∙
07/19/2022
Metadata Representations for Queryable ML Model Zoos
Machine learning (ML) practitioners and organizations are building model...
research
∙
06/25/2022
SiMa: Effective and Efficient Data Silo Federation Using Graph Neural Networks
Virtually every sizable organization nowadays is building a form of a da...
research
∙
11/18/2021
Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows
Programming stateful cloud applications remains a very painful experienc...
research
∙
03/18/2021
Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile
Jet is an open-source, high-performance, distributed stream processor bu...
research
∙
10/14/2020
Valentine: Evaluating Matching Techniques for Dataset Discovery
Data scientists today search large data lakes to discover and integrate ...
research
∙
08/03/2020
A Survey on the Evolution of Stream Processing Systems
Stream processing has been an active research field for more than 20 yea...
research
∙
02/23/2018