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The growth in variety and volume of OLTP (Online Transaction Processing) applications poses a challenge to OLTP systems to meet performance and cost demands in the existing hardware landscape. These applications are highly interactive…

数据库 · 计算机科学 2017-01-17 Vivek Shah

OLTP (On-Line Transaction Processing) is an important business system sector in various traditional and emerging online services. Due to the increasing number of users, OLTP systems require high throughput for executing tens of thousands of…

数据库 · 计算机科学 2011-03-17 Bingsheng He , Jeffrey Xu Yu

Over the past decade, GPUs have demonstrated significant potential in accelerating Online Analytical Processing (OLAP) operations. However, there remains a substantial gap in their application to Online Transaction Processing (OLTP), as…

数据库 · 计算机科学 2026-05-26 Zihan Sun , Yuyu Luo , Yong Zhang , Chao Li , Chunxiao Xing

OLTP has stringent performance requirements defined by Service Level Agreements. Transaction response time is used to determine the maximum throughout in benchmarks. Capacity planning tools for OLTP performance are based on queueing network…

数据库 · 计算机科学 2024-04-04 Alexander Thomasian

In this work, we aim to evaluate different Distributed Lock Management service designs with Remote Direct Memory Access (RDMA). In specific, we implement and evaluate the centralized and the RDMA-enabled lock manager designs for fast…

分布式、并行与集群计算 · 计算机科学 2015-07-21 Yeounoh Chung , Erfan Zamanian

Understanding micro-architectural behavior is profound in efficiently using hardware resources. Recent work has shown that, despite being aggressively optimized for modern hardware, in-memory online transaction processing (OLTP) systems…

数据库 · 计算机科学 2026-05-20 Utku Sirin , Anastasia Ailamaki

Current 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…

数据库 · 计算机科学 2024-09-04 Tieying Zhang , Anthony Tomasic , Andrew Pavlo

Growing main memory sizes have facilitated database management systems that keep the entire database in main memory. The drastic performance improvements that came along with these in-memory systems have made it possible to reunite the two…

数据库 · 计算机科学 2012-08-02 Florian Funke , Alfons Kemper , Thomas Neumann

A new emerging class of parallel database management systems (DBMS) is designed to take advantage of the partitionable workloads of on-line transaction processing (OLTP) applications. Transactions in these systems are optimized to execute…

数据库 · 计算机科学 2011-11-01 Andrew Pavlo , Evan P. C. Jones , Stanley Zdonik

Modern Hybrid Transactional/Analytical Processing (HTAP) systems use an integrated data processing engine that performs analytics on fresh data, which are ingested from a transactional engine. HTAP systems typically consider data freshness…

数据库 · 计算机科学 2020-04-15 Aunn Raza , Periklis Chrysogelos , Angelos Christos Anadiotis , Anastasia Ailamaki

Current main memory database system architectures are still challenged by high contention workloads and this challenge will continue to grow as the number of cores in processors continues to increase. These systems schedule transactions…

数据库 · 计算机科学 2019-05-30 Yangjun Sheng , Anthony Tomasic , Tieying Zhang , Andrew Pavlo

Over the past decade, we have witnessed a dramatic evolution in main-memory capacity and multi-core parallelism of server hardware. To leverage this hardware potential, multi-core in-memory OLTP database systems have been extensively…

数据库 · 计算机科学 2022-04-25 Vivek Shah , Marcos Antonio Vaz Salles

Demand for enterprise data warehouse solutions to support real-time Online Transaction Processing (OLTP) queries as well as long-running Online Analytical Processing (OLAP) workloads is growing. Greenplum database is traditionally known as…

The widespread adoption of database middleware for supporting distributed transaction processing is prevalent in numerous applications, with heterogeneous data sources deployed across national and international boundaries. However,…

数据库 · 计算机科学 2024-12-06 Qiyu Zhuang , Xinyue Shi , Shuang Liu , Wei Lu , Zhanhao Zhao , Yuxing Chen , Tong Li , Anqun Pan , Xiaoyong Du

In this paper we present a new approach for distributed DBMSs called P4DB, that uses a programmable switch to accelerate OLTP workloads. The main idea of P4DB is that it implements a transaction processing engine on top of a P4-programmable…

数据库 · 计算机科学 2022-06-02 Matthias Jasny , Lasse Thostrup , Tobias Ziegler , Carsten Binnig

Data race conditions in multi-tasking software applications are prevented by serializing access to shared memory resources, ensuring data consistency and deterministic behavior. Traditionally tasks acquire and release locks to synchronize…

分布式、并行与集群计算 · 计算机科学 2014-01-24 K. Eric Harper , Thijmen de Gooijer

Transactional memory (TM) allows concurrent processes to organize sequences of operations on shared \emph{data items} into atomic transactions. A transaction may commit, in which case it appears to have executed sequentially or it may…

分布式、并行与集群计算 · 计算机科学 2015-11-16 Petr Kuznetsov , Srivatsan Ravi

Although significant recent progress has been made in improving the multi-core scalability of high throughput transactional database systems, modern systems still fail to achieve scalable throughput for workloads involving frequent access…

数据库 · 计算机科学 2016-01-06 Kun Ren , Jose M. Faleiro , Daniel J. Abadi

In this paper a pipelined architecture of a high speed network security processor (NSP) for SSL,TLS protocol is implemented on a system on chip (SOC) where hardware information of all encryption, hashing and key exchange algorithms are…

硬件体系结构 · 计算机科学 2016-11-25 Rourab Paul , Amlan Chakrabarti , Ranjan Ghosh

Online Analytical Processing (OLAP) for relational databases is a business decision support application. The application receives queries about the business database, usually requesting to summarize many database records, and produces few…

数据库 · 计算机科学 2023-07-04 Ben Perach , Ronny Ronen , Shahar Kvatinsky
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