On predictive modeling for optimizing transaction execution in parallel OLTP systems

A Pavlo, EPC Jones, S Zdonik - arXiv preprint arXiv:1110.6647, 2011 - arxiv.org
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) …

Automatically classifying database workloads

S Elnaffar, P Martin, R Horman - Proceedings of the eleventh …, 2002 - dl.acm.org
The type of the workload on a database management system (DBMS) is a key consideration
in tuning the system. Allocations for resources such as main memory can be very different …

Autonomic workload performance tuning in large-scale data repositories

B Raza, A Sher, S Afzal, AK Malik, A Anjum… - … and Information Systems, 2019 - Springer
The workload in large-scale data repositories involves concurrent users and contains
homogenous and heterogeneous data. The large volume of data, dynamic behavior and …

Replication at the speed of change: a fast, scalable replication solution for near real-time HTAP processing

D Butterstein, D Martin, K Stolze, F Beier… - Proceedings of the …, 2020 - dl.acm.org
The IBM Db2 Analytics Accelerator (IDAA) is a state-of-the art hybrid database system that
seamlessly extends the strong transactional capabilities of Db2 for z/OS with the very fast …

Today's DBMSs: How autonomic are they

S Elnaffar, W Powley, D Benoit… - … Workshop on Database …, 2003 - ieeexplore.ieee.org
The increasing complexity of database management systems (DBMSs) and the dearth of
their experienced administrators make an urgent call for an autonomic DBMS that is capable …

A novel optimized case-based reasoning approach with K-means clustering and genetic algorithm for predicting multi-class workload characterization in autonomic …

N Shaheen, B Raza, AR Shahid, H Alquhayz - IEEE Access, 2020 - ieeexplore.ieee.org
Data management systems are essential elements for any organization which is dealing
with large volume of data now a days. Due to increase in data volume, and its complexities …

Primitives for workload summarization and implications for SQL

S Chaudhuri, V Narasayya, P Ganesan - Proceedings 2003 VLDB …, 2003 - Elsevier
Publisher Summary This chapter describes that the workload information has proved to be a
crucial component for database-administration tasks as well as for analysis of query logs to …

Low power and high speed multiplication design through mixed number representations

M Zheng, A Albicki - … of ICCD'95 International Conference on …, 1995 - ieeexplore.ieee.org
A low power multiplication algorithm and its VLSI architecture using a mixed number
representation is proposed. The reduced switching activity and low power dissipation are …

[PDF][PDF] Benchmarking with TPC-H on off-the-shelf hardware

A Thanopoulou, P Carreira, H Galhardas - AN Experiments Report, 2012 - scitepress.org
Most medium-sized enterprises run their databases on inexpensive off-the-shelf hardware;
still, they need quick answers to complex queries, like ad-hoc Decision Support System …

How do free/open source developers pick their tools? A Delphi study of the Debian project

MF Krafft, KJ Stol, B Fitzgerald - … of the 38th International Conference on …, 2016 - dl.acm.org
Free and Open Source Software (FOSS) has come to play a critical role in the global
software industry. Organizations are widely adopting FOSS and interacting with open source …