Network Analytics is a fusion of data collection, feature extraction and summarization, classification, novelty detection, user interfaces, and visualization.

Continuous Query Stream Processing

The System for Modular Analysis and Continuous Queries is an extensible data analysis platform that executes optimized batches of continuous queries..

Hindsight

We save to disk approximately 1 TB of network data per day. The Hindsight project is developing a system to archive this information to tape and provide high-speed, parallel search and retrieval.

Fault-Tolerant Filesystems

As large file systems move towards distributed storage, the ability to tolerate failures of some storage devices becomes critical. We are working on new techniques for fault-tolerant storage systems that minimize the probability of data loss while also optimizing the total amount of disk space required.