We are happy to announce the release of Apache Spark 0.8.1. In addition to performance and stability improvements, this release adds three new features. First, Spark now supports for the newest versions of YARN (2.2+). Second, the standalone cluster manager supports a high-availability mode in which it can tolerate master failures. Third, shuffles have been optimized to create fewer files, improving shuffle performance drastically in some settings.