Toward Scalable Transaction Processing -- Evolution of Shore-MT

Designing scalable transaction processing systems on modern multicore hardware has been a challenge for almost a decade. The typical characteristics of transaction processing workloads lead to a high degree of unbounded communication on multicores for conventional system designs. In this tutorial, we initially present a systematic way of eliminating scalability bottlenecks of a transaction processing system, which is based on minimizing unbounded communication. Then, we show several techniques that apply the presented methodology to minimize logging, locking, latching etc. related bottlenecks of transaction processing systems. In parallel, we demonstrate the internals of the Shore-MT storage manager and how they have evolved over the years in terms of scalability on multicore hardware through such techniques. We also teach how to use Shore-MT with the various design options it offers through its sophisticated application layer Shore-Kits and simple Metadata Frontend.


Publié dans:
Proceedings of the 39th International Conference on Very Large Data Bases, 6, 11, 1192--1193
Présenté à:
39th International Conference on Very Large Data Bases, Riva del Garda, Trento, Italy, August 26-30, 2013
Année
2013
Publisher:
VLDB Endowment
Mots-clefs:
Note:
PUBLICATION_SHORE_MT
Laboratoires:




 Notice créée le 2014-01-13, modifiée le 2019-09-15

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