About Denihan Hospitality GroupDenihan Hospitality Group is a privately-held, full-service hotel management and development company that owns and/or operates 14 boutique hotels in major urban markets in the U.S. Over the past 50 years, the Denihan family has built a world-class lodging investment platform within the boutique hotel space, creating value by acquiring, repositioning and managing independent hotels. The Denihan portfolio includes properties operating under The James and Affinia Hotels brands, as well as Manhattan luxury independents, The Surrey and The Benjamin, and additional independent affiliates in New York City. Denihan's hotels include an impressive list of chef-driven restaurants and bars, including Iron Chef Geoffrey Zakarian's The National Bar and Dining Rooms at The Benjamin; David Burke Kitchen at The James New York; Daniel Boulud's Cafe Boulud at The Surrey; David Burke's Primehouse at The James Chicago; and Art Smith's Art and Soul at the Liaison Capitol Hill, an Affinia hotel in Washington, D.C. More details can be found at www.denihan.com. About IBM Big Data & AnalyticsEach day we create 2.5 quintillion bytes of data generated by a variety of sources -- from climate information, to posts on social media sites, and from purchase transaction records to healthcare medical images. At IBM we believe that data is emerging as the world's newest resource for competitive advantage, and analytics is the key to make sense of it. IBM is helping clients harness Big Data & Analytics to provide insights needed to make better decisions, create value, and deliver that value to customers and society. IBM has the world's deepest and broadest portfolio of Big Data & Analytics technologies and solutions, spanning services, software, research and hardware. For more information about IBM Big Data & Analytics, visit http://ibm.co/bigdataanalytics. Follow IBM Big Data & Analytics on Twitter @IBMbigdata and @IBMAnalytics.