Now in its sixth year, Challenges of Large Applications in Distributed Environments (CLADE) has sought to encourage innovation in addressing the complex issues that arise in large-scale applications of distributed computation. Focus areas have included scheduling and mapping, data management and workflows as well as applications and infrastructure. This talk will highlight developments presented at CLADE through the years.