Tomer Ram

Biography

Software engineer and Machine learning expert. Experience with Python, R, Graphs algorithms, and Big data.

Talks and Events

2022 Talk: Scalable Streaming Architecture For Real Time Analytics Over Knowledge Graphs

A survey of current solutions to ontology-based graph real time analytics shows they are either tailored to a specific use case or are difficult to scale and to extend. Combining the best practices in streaming, design patterns rooted in securities trading architecture and open-source message processing frameworks, we present an approach, which achieves sub-second latency, simplifies load distribution among additional computational resources, and allows to seamlessly scale and extend the processing pipeline with new functionality.