Big data programming models: map-reduce, distributed databases, software for implementing streaming and sketching algorithms. Dealing with unstructured data such as images, text or biological ...

Cross-listed with DTSA 5508 Course Type: Pathway | Breadth (2023-24 catalog), Elective (2024-25 catalog) Specialization: Software Architecture for Big Data Instructors: Dr. Tyson Gern, Instructor, and ...

Big data is noted for its volume, varieties of data types, and rapid accumulation. Big data has become a catchphrase to describe data collections that are so large they are not amenable to processing ...

Dedicated Big Data Cluster Allocation Model The dedicated big data cluster is designed to support rapid prototyping of data-intensive work, at a smaller scale than the Supercomputer Cedar. It features ...

You could think of the project in this course as the capstone or the project for the earlier two courses, Applications of Software Architecture for Big Data. You will create something that's going to ...

Mathematical programming models with noisy, erroneous, or incomplete data are common in operations research applications. Difficulties with such data are typically dealt with reactively-through ...