Salesforce is working on multi-tenant big data store using HBase, which is an open-source database. Salesforce is also working on the Phoenix project, which allows one to run low-latency queries on top of HBase.
Initially, Big Objects will come with less functionality and more scalability. So you would want to use these Big Objects only if record count > 100 million and you can live with some platform limitations.