Best Free and Open Source Alternatives to Adobe InDesign

Adobe InDesign is a desktop publishing and page layout designing software program. The software is used to create posters, flyers, brochures, magazines, newspapers, presentations, books and ebooks. InDesign can also publish content suitable for tablet devices in conjunction with Adobe Digital Publishing Suite. What are the best free and open source alternatives?