In-memory big data management and processing: A survey
Growing main memory capacity has fueled the development of in-memory big data
management and processing. By eliminating disk I/O bottleneck, it is now possible to support …
management and processing. By eliminating disk I/O bottleneck, it is now possible to support …
Emptyheaded: A relational engine for graph processing
CR Aberger, A Lamb, S Tu, A Nötzli… - ACM Transactions on …, 2017 - dl.acm.org
There are two types of high-performance graph processing engines: low-and high-level
engines. Low-level engines (Galois, PowerGraph, Snap) provide optimized data structures …
engines. Low-level engines (Galois, PowerGraph, Snap) provide optimized data structures …
Decoding billions of integers per second through vectorization
In many important applications—such as search engines and relational database systems—
data are stored in the form of arrays of integers. Encoding and, most importantly, decoding of …
data are stored in the form of arrays of integers. Encoding and, most importantly, decoding of …
[PDF][PDF] The SAP HANA Database--An Architecture Overview.
Requirements of enterprise applications have become much more demanding. They require
the computation of complex reports on transactional data while thousands of users may read …
the computation of complex reports on transactional data while thousands of users may read …
[图书][B] In-memory data management: technology and applications
H Plattner, A Zeier - 2012 - books.google.com
In the last fifty years the world has been completely transformed through the use of IT. We
have now reached a new inflection point. This book presents, for the first time, how in …
have now reached a new inflection point. This book presents, for the first time, how in …
Efficient transaction processing in SAP HANA database: the end of a column store myth
V Sikka, F Färber, W Lehner, SK Cha, T Peh… - Proceedings of the …, 2012 - dl.acm.org
The SAP HANA database is the core of SAP's new data management platform. The overall
goal of the SAP HANA database is to provide a generic but powerful system for different …
goal of the SAP HANA database is to provide a generic but powerful system for different …
Hardware acceleration of compression and encryption in SAP HANA
With the advent of cloud computing, where computational resources are expensive and data
movement needs to be secured and minimized, database management systems need to …
movement needs to be secured and minimized, database management systems need to …
Polynesia: Enabling effective hybrid transactional/analytical databases with specialized hardware/software co-design
An exponential growth in data volume, combined with increasing demand for real-time
analysis (ie, using the most recent data), has resulted in the emergence of database systems …
analysis (ie, using the most recent data), has resulted in the emergence of database systems …
[PDF][PDF] Vectorizing Database Column Scans with Complex Predicates.
The performance of the full table scan is critical for the overall performance of column-store
database systems such as the SAP HANA database. Compressing the underlying column …
database systems such as the SAP HANA database. Compressing the underlying column …
Scaling up concurrent main-memory column-store scans: Towards adaptive numa-aware data and task placement
I Psaroudakis, T Scheuer, N May… - The Proceedings of …, 2015 - infoscience.epfl.ch
Main-memory column-stores are called to efficiently use modern non-uniform memory
access (NUMA) architectures to service concurrent clients on big data. The efficient usage of …
access (NUMA) architectures to service concurrent clients on big data. The efficient usage of …