This course is intended for students who want to understand modern large-scale data analysis
systems and database systems. The course covers fundamental principles for understanding
and building systems for managing and analyzing large amounts of data. It covers a wide range
of topics and technologi
This course will cover the latest technologies, platforms and research contributions in the area of machine learning systems. The students
will read, review and present papers from recent venues across the systems for ML spectrum.
Modern datacenters with thousands of servers and multi-megawatt power budgets form the backbone of our digital universe. ln this course, we will survey a broad and comprehensive spectrum of datacenter design topics from workloads, to server architecture and infrastructure.