Applying HTM to an OLTP System

Abstract

Transactional memory is a promising way for implementing efficient synchronization mechanisms for multicore processors. Intel's introduction of hardware transactional memory (HTM) into their Haswell line of processors marks an important step toward mainstream availability of transactional memory. Transaction processing systems require execution of dozens of critical sections to insure isolation among threads, which makes them one of the target applications for exploiting HTM.In this study, we quantify the opportunities and limitations of directly applying HTM to an existing OLTP system that uses fine-grained synchronization. Our target is Shore-MT, a modern multithreaded transactional storage manager that uses a variety of fine-grained synchronization mechanisms to provide scalability on multicore processors. We find that HTM can improve performance of the TATP workload by 13-17% when applied judiciously. However, attempting to replace all synchronization reduces performance compared to the baseline case due to high percentage of aborts caused by the limitations of the current HTM implementation.

Transparent Concurrency Control: Decoupling Concurrency Control from DBMS

“…HTM and STM). Some recent work [15,4] has explored how to utilize HTM in database systems. According to their study, due to the constraints imposed by hardware, HTM cannot be directly applied to database transactions.…”