TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Bang, Tiemo
A1  - May, Norman
A1  - Petrov, Ilia
A1  - Binnig, Carsten
T1  - The full story of 1000 cores : An examination of concurrency control on real(ly) large multi-socket hardware
JF  - The VLDB journal : the international journal on very large data bases
N2  - In our initial DaMoN paper, we set out the goal to revisit the results of “Starring into the Abyss [...] of Concurrency Control with [1000] Cores” (Yu in Proc. VLDB Endow 8: 209-220, 2014). Against their assumption, today we do not see single-socket CPUs with 1000 cores. Instead, multi-socket hardware is prevalent today and in fact offers over 1000 cores. Hence, we evaluated concurrency control (CC) schemes on a real (Intel-based) multi-socket platform. To our surprise, we made interesting findings opposing results of the original analysis that we discussed in our initial DaMoN paper. In this paper, we further broaden our analysis, detailing the effect of hardware and workload characteristics via additional real hardware platforms (IBM Power8 and 9) and the full TPC-C transaction mix. Among others, we identified clear connections between the performance of the CC schemes and hardware characteristics, especially concerning NUMA and CPU cache. Overall, we conclude that no CC scheme can efficiently make use of large multi-socket hardware in a robust manner and suggest several directions on how CC schemes and overall OLTP DBMS should evolve in future.
KW  - databases
KW  - modern hardware
KW  - benchmarking
KW  - OLTP
KW  - concurrency control
KW  - multi-socket
Y1  - 2022
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:rt2-opus4-37124
SN  - 1066-8888
SS  - 1066-8888
U6  - https://doi.org/10.1007/s00778-022-00742-4
DO  - https://doi.org/10.1007/s00778-022-00742-4
SP  - 29
S1  - 29
PB  - Springer
CY  - Heidelberg
ER  -