Proceedings. ACM-SIGMOD International Conference on Management of Data
Jan 1, 2016
There is great interest in exploiting the opportunity provided by cloud computing platforms for large-scale analytics. Among these platforms, Apache Spark is growing in popularity for machine learning and graph analytics. Developing efficient complex...
Proceedings. ACM-SIGMOD International Conference on Management of Data
Jan 1, 2015
Resource Managers like Apache YARN have emerged as a critical layer in the cloud computing system stack, but the developer abstractions for leasing cluster resources and instantiating application logic are very low-level. This flexibility comes at a ...