CS 290A is the first in a new group of courses we are introducing in the broad area of network science research. This course will focus on fundamental theory and algorithms for working with Big Data and networks. Topics covered will include graph embedding, spanning trees, network flow, random graph models, network formation and evolution, structure and attribute-based search, clustering, partitioning, and distributed dynamical systems.
This seminar will study recent papers on security issues and algorithms for information retrieval and search.
This seminar will study recent papers on large-scale cloud/cluster-computing platforms and storage systems, and system support for mining and search.
Cryptography provides important tools for ensuring the security of modern digital systems and the privacy of the sensitive information involved in them. Nowadays, core cryptographic tools, such as, encryption, digital signature, key agreement protocols, are used behind millions of daily online transactions. This course will give an introduction to the development and application of cryptographic tools.
This course explores advanced topics in highly scalable Internet services and the underlying systems architecture. Large scale web sites and software delivered as a service are becoming pervasive, and are running on millions of servers. Web 2.0 has redefined the web user experience and new infrastructure technologies have redefined what it takes to launch a state-of-the-art web site. Amazon's web services, such as Simple Storage Service (S3) and Elastic Compute Cloud (EC2), and Google's Compute Engine are changing the game for hosting scalable fault-tolerant sites.