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The adaptive radix tree: ARTful indexing for main-memory databases
Main memory capacities have grown up to a point where most databases fit into RAM. For
main-memory database systems, index structure performance is a critical bottleneck …
main-memory database systems, index structure performance is a critical bottleneck …
[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 …
Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems
The advent of affordable, shared-nothing computing systems portends a new class of
parallel database management systems (DBMS) for on-line transaction processing (OLTP) …
parallel database management systems (DBMS) for on-line transaction processing (OLTP) …
Data blocks: Hybrid OLTP and OLAP on compressed storage using both vectorization and compilation
This work aims at reducing the main-memory footprint in high performance hybrid OLTP &
OLAP databases, while retaining high query performance and transactional throughput. For …
OLAP databases, while retaining high query performance and transactional throughput. For …
Are updatable learned indexes ready?
Recently, numerous promising results have shown that updatable learned indexes can
perform better than traditional indexes with much lower memory space consumption. But it is …
perform better than traditional indexes with much lower memory space consumption. But it is …
Reducing the storage overhead of main-memory OLTP databases with hybrid indexes
Using indexes for query execution is crucial for achieving high performance in modern on-
line transaction processing databases. For a main-memory database, however, these …
line transaction processing databases. For a main-memory database, however, these …
Bitweaving: Fast scans for main memory data processing
This paper focuses on running scans in a main memory data processing system at" bare
metal" speed. Essentially, this means that the system must aim to process data at or near the …
metal" speed. Essentially, this means that the system must aim to process data at or near the …
Ermia: Fast memory-optimized database system for heterogeneous workloads
Large main memories and massively parallel processors have triggered not only a
resurgence of high-performance transaction processing systems optimized for large main …
resurgence of high-performance transaction processing systems optimized for large main …
SAP HANA adoption of non-volatile memory
M Andrei, C Lemke, G Radestock, R Schulze… - Proceedings of the …, 2017 - dl.acm.org
Non-Volatile RAM (NVRAM) is a novel class of hardware technology which is an interesting
blend of two storage paradigms: byte-addressable DRAM and block-addressable storage …
blend of two storage paradigms: byte-addressable DRAM and block-addressable storage …
An inquiry into machine learning-based automatic configuration tuning services on real-world database management systems
Modern database management systems (DBMS) expose dozens of configurable knobs that
control their runtime behavior. Setting these knobs correctly for an application's workload …
control their runtime behavior. Setting these knobs correctly for an application's workload …