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In-memory database acceleration on FPGAs: a survey
While FPGAs have seen prior use in database systems, in recent years interest in using
FPGA to accelerate databases has declined in both industry and academia for the following …
FPGA to accelerate databases has declined in both industry and academia for the following …
Morsel-driven parallelism: a NUMA-aware query evaluation framework for the many-core age
With modern computer architecture evolving, two problems conspire against the state-of-the-
art approaches in parallel query execution:(i) to take advantage of many-cores, all query …
art approaches in parallel query execution:(i) to take advantage of many-cores, all query …
StRoM: smart remote memory
Big data applications often incur large costs in I/O, data transfer and copying overhead,
especially when operating in cloud environments. Since most such computations are …
especially when operating in cloud environments. Since most such computations are …
Rethinking SIMD vectorization for in-memory databases
Analytical databases are continuously adapting to the underlying hardware in order to
saturate all sources of parallelism. At the same time, hardware evolves in multiple directions …
saturate all sources of parallelism. At the same time, hardware evolves in multiple directions …
Skew strikes back: new developments in the theory of join algorithms
Evaluating the relational join is one of the central algorithmic and most well-studied
problems in database systems. A staggering number of variants have been considered …
problems in database systems. A staggering number of variants have been considered …
Main-memory hash joins on multi-core CPUs: Tuning to the underlying hardware
The architectural changes introduced with multi-core CPUs have triggered a redesign of
main-memory join algorithms. In the last few years, two diverging views have appeared. One …
main-memory join algorithms. In the last few years, two diverging views have appeared. One …
Multi-core, main-memory joins: sort vs. hash revisited
In this paper we experimentally study the performance of main-memory, parallel, multi-core
join algorithms, focusing on sort-merge and (radix-) hash join. The relative performance of …
join algorithms, focusing on sort-merge and (radix-) hash join. The relative performance of …
Pump up the volume: Processing large data on gpus with fast interconnects
GPUs have long been discussed as accelerators for database query processing because of
their high processing power and memory bandwidth. However, two main challenges limit the …
their high processing power and memory bandwidth. However, two main challenges limit the …
Meet the walkers: Accelerating index traversals for in-memory databases
The explosive growth in digital data and its growing role in real-time decision support
motivate the design of high-performance database management systems (DBMSs) …
motivate the design of high-performance database management systems (DBMSs) …
Massively parallel sort-merge joins in main memory multi-core database systems
MC Albutiu, A Kemper, T Neumann - arxiv preprint arxiv:1207.0145, 2012 - arxiv.org
Two emerging hardware trends will dominate the database system technology in the near
future: increasing main memory capacities of several TB per server and massively parallel …
future: increasing main memory capacities of several TB per server and massively parallel …