Resource Management and Query Scheduling in Big Data Management Systems

Shiva Jahangiri
Santa Clara University

Stevenson 1300
12:00 PM

In today’s dynamic data systems, managing resources effectively is key to maintaining performance and fairness. This talk will present techniques for allocating memory among queries arriving unpredictably, ensuring efficient use of resources. We’ll explore methods to balance fairness across queries with diverse demands and latency needs, as well as strategies for prioritizing and ordering queries from different classes based on priority values. These approaches address the critical challenges of real-time query management in modern systems.