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Micro-architectural analysis of in-memory OLTP: Revisited [PDF]
VLDB Journal, 2021 Micro-architectural behavior of traditional disk-based online transaction processing (OLTP) systems has been investigated extensively over the past couple of decades.
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Benchmarking OLTP/web databases in the cloud
Proceedings of the fourth international workshop on Cloud data management, 2012Benchmarking is a key activity in building and tuning data management systems, but the lack of reference workloads and a common platform makes it a time consuming and painful task. The need for such a tool is heightened with the advent of cloud computing--with its pay-per-use cost models, shared multi-tenant infrastructures, and lack of control on ...
Carlo Curino +3 more
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System optimization for OLTP workloads
IEEE Micro, 1999Major performance enhancements in large commercial systems are best achieved when advances in hardware technology are matched with advances in software technology. This article connects recent AS/400 hardware advances with the corresponding approaches used to tune the system performance for large online transaction processing (OLTP) workloads.
Steven R. Kunkel +2 more
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On scalable net modeling of OLTP
Proceedings of 5th International Workshop on Petri Nets and Performance Models, 2002Practical experiments with the net modeling of OLTP (online transaction processing) applications are discussed. The goal was to propose a convenient and flexible model that would be easy to modify with respect to different scheduling algorithms, number of processors, and disks.
Ludmila Cherkasova +2 more
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Pentium MPP for OLTP applications
Proceedings of the Twenty-Eighth Annual Hawaii International Conference on System Sciences, 2002The paper describes a multi-Pentium architecture with a hierarchical memory and an I/O bus subsystem. On a board-level, this architecture achieves a very high-level of integration, by accommodating 8 Pentium processors with up to 2 Gigabytes of RAM. This hierarchical architecture has been extended to support multiple boards in a single cabinet as well ...
Mark Natale +5 more
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Proceedings of the VLDB Endowment, 2013
Benchmarking is an essential aspect of any database management system (DBMS) effort. Despite several recent advancements, such as pre-configured cloud database images and database-as-a-service (DBaaS) offerings, the deployment of a comprehensive testing platform with a diverse set of datasets and workloads is still far from being trivial. In many cases,
Djellel Eddine Difallah +3 more
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Benchmarking is an essential aspect of any database management system (DBMS) effort. Despite several recent advancements, such as pre-configured cloud database images and database-as-a-service (DBaaS) offerings, the deployment of a comprehensive testing platform with a diverse set of datasets and workloads is still far from being trivial. In many cases,
Djellel Eddine Difallah +3 more
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Future Generation Computer Systems, 2016 Workload-aware incremental repartitioning of shared-nothing distributed databases for scalable OLTP ...
Manzur Murshed, Rajkumar Buyya
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Performance of OLTP via Intelligent Scheduling
2018 IEEE 34th International Conference on Data Engineering (ICDE), 2018Current architectures for main-memory online transaction processing (OLTP) database management systems (DBMS) typically use random scheduling to assign transactions to threads. This approach achieves uniform load across threads but it ignores the likelihood of conflicts between transactions.
Tieying Zhang +3 more
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Benchmarking the dependability of different OLTP systems
2003 International Conference on Dependable Systems and Networks, 2003. Proceedings., 2004On-Line Transaction Processing (OLTP) systems constitute the kernel of the information systems used today to support the daily operations of most organizations. Although these systems comprise the best examples of complex business-critical systems, no practical way has been proposed so far to characterize the impact of faults in such systems or to ...
Marco Vieira, Henrique Madeira
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A methodology for OLTP micro-architectural analysis
Proceedings of the 13th International Workshop on Data Management on New Hardware, 2017Micro-architectural analysis is critical to investigate the interaction between workloads and processors. While today's aggressive out-of-order processors provide a rich set of performance events for deep execution cycle analysis, OLTP characterization studies usually use a cache-miss-based method (CMBM).
Utku Sirin +2 more
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