1. Xiya Xia xia4@email.sc.edu
DATA INFRASTRUCTURE FOR BIG DATA SECURITY ANALYSIS
APT attacks:
Conducted in multiple steps
Involved many individual attack steps across many hosts
Produced huge system log data
Data Infrastructure:
Data Reduction: LogGC, CPR, NODEMERGE
Data Query: AIQL
Security problem and your credentials to solve the problem – layman's terms only
Importance of the problem and the impact of the technology you are proposing – layman's terms only
Xiya Xia

2. DATA INFRASTRUCTURE FOR BIG DATA SECURITY ANALYSIS
Challenge:
Successful implementation of AIQL query engine
Implementation quality for the three data reduction methods
Ensure the tests covering all the scenarios for applications (i.e., single server, large scale clusters)
Xiya Xia

3. DATA INFRASTRUCTURE FOR BIG DATA SECURITY ANALYSIS
Expected Outcome
AIQL query performance on different data compression formats
Benchmark different data reduction algorithms
recap your contribution and emphasize your contributions
Xiya Xia