TY - GEN
T1 - Multiversion Concurrency Control on Intermittent Systems
AU - Chen, Wei-Ming
AU - Chen, Yi-Ting
AU - Hsiu, Pi-Cheng
AU - Kuo, Tei-Wei
PY - 2019/11
Y1 - 2019/11
N2 - Concurrency control allows multiple tasks that share data objects to be concurrently executed in a serializable order, thus significantly improving computation progress. However, to accumulate forward progress on energy-harvesting intermittent systems while achieving data consistency across power cycles, existing approaches based on the checkpointing paradigm typically require system suspension at runtime. The runtime overheads incurred by suspension will be more manifest when more tasks are suspended and resumed during checkpointing, offsetting the computation progress improved by concurrent task execution. This paper presents a multiversion concurrency control design, which enables concurrent task execution without system suspension during checkpointing, while maintaining the serializability of task execution and ensuring data consistency after system recovery. We integrated our design into FreeRTOS running on a Texas Instruments device. Experimental results show that, at the very best, our design can double computation progress by reducing the runtime overheads incurred by system checkpointing, especially when tasks are executed with high concurrency.
AB - Concurrency control allows multiple tasks that share data objects to be concurrently executed in a serializable order, thus significantly improving computation progress. However, to accumulate forward progress on energy-harvesting intermittent systems while achieving data consistency across power cycles, existing approaches based on the checkpointing paradigm typically require system suspension at runtime. The runtime overheads incurred by suspension will be more manifest when more tasks are suspended and resumed during checkpointing, offsetting the computation progress improved by concurrent task execution. This paper presents a multiversion concurrency control design, which enables concurrent task execution without system suspension during checkpointing, while maintaining the serializability of task execution and ensuring data consistency after system recovery. We integrated our design into FreeRTOS running on a Texas Instruments device. Experimental results show that, at the very best, our design can double computation progress by reducing the runtime overheads incurred by system checkpointing, especially when tasks are executed with high concurrency.
KW - Concurrency control
KW - Data consistency
KW - Intermittent systems
KW - Serializability
KW - System recovery
UR - https://www.scopus.com/pages/publications/85073172063
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85073172063&origin=recordpage
U2 - 10.1109/ICCAD45719.2019.8942154
DO - 10.1109/ICCAD45719.2019.8942154
M3 - RGC 32 - Refereed conference paper (with host publication)
T3 - IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD
BT - Proceedings of the 2019 International Conference on Computer-Aided Design (ICCAD)
PB - IEEE
T2 - 38th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019
Y2 - 4 November 2019 through 7 November 2019
ER -