A Low Disk Bound Transaction Logging System for In-Memory Distributed Data Stores
文献类型：会议论文
| 作者 | Dayal Dilli; Kenneth B. Kent; Yang Wang; Chengzhong Xu |
| 出版日期 | 2016 |
| 会议名称 | IEEE Cluster |
| 会议地点 | Taipei, China |
| 英文摘要 | Transaction logging and snapshotting are techniques used to deliver durability to the data in in-memory data stores. Absolute durability guarantees are delivered to a system by sequentially recording the transaction logs and snapshots to a non-volatile disk. Recent advancements in database restoration techniques have given rise to lock-free fuzzy snapshots. Still the transaction log that completes the fuzzy snapshots is not lock-free. In addition to locking, the major overhead behind the transaction logging technique is the bottleneck involved in storing the logs to a persistent but slower disk. This paper concentrates on implementing an in-memory transaction logging system with a lesser disk dependency. This logging system mainly targets the distributed in-memory data stores that are transaction replicated, eventually consistent and fault tolerant to crash failures. By making logging in-memory, the performance will be improved, but during the crash fails, the state may be lost. On recovery, we restore the current state partially from the locally available fuzzy snapshot and the remaining from the non-failed nodes in the distributed replica. ZooKeeper, a distributed data store that offers distributed coordination as its major service is used to implement and test our research. On average, a 30 times write performance improvement has been achieved with this approach guaranteeing sufficient durability in replicated mode. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/10328]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | 2016 |
| 推荐引用方式 GB/T 7714 | Dayal Dilli,Kenneth B. Kent,Yang Wang,et al. A Low Disk Bound Transaction Logging System for In-Memory Distributed Data Stores[C]. 见:IEEE Cluster. Taipei, China. |
入库方式： OAI收割
来源：深圳先进技术研究院
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