A compendium of articles and papers presented at ABDA '14. Selected topics include Applications of Big Data + Software Tools; Algorithms for Big Data; Big Data Management and Frameworks; Big Data Search and Mining Methods; Security and Privacy in the Era of Big Data and Risk Analysis; Late Breaking Papers and Position Papers.