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A survey of CPU-GPU heterogeneous computing techniques
As both CPUs and GPUs become employed in a wide range of applications, it has been
acknowledged that both of these Processing Units (PUs) have their unique features and …
acknowledged that both of these Processing Units (PUs) have their unique features and …
Query processing on heterogeneous CPU/GPU systems
Due to their high computational power and internal memory bandwidth, graphic processing
units (GPUs) have been extensively studied by the database systems research community …
units (GPUs) have been extensively studied by the database systems research community …
Robust query processing in co-processor-accelerated databases
Technology limitations are making the use of heterogeneous computing devices much more
than an academic curiosity. In fact, the use of such devices is widely acknowledged to be the …
than an academic curiosity. In fact, the use of such devices is widely acknowledged to be the …
Why it is time for a HyPE: A hybrid query processing engine for efficient GPU coprocessing in DBMS
GPU acceleration is a promising approach to speed up query processing of database
systems by using low cost graphic processors as coprocessors. Two major trends have …
systems by using low cost graphic processors as coprocessors. Two major trends have …
Efficient co-processor utilization in database query processing
Specialized processing units such as GPUs or FPGAs provide great opportunities to speed
up database operations by exploiting parallelism and relieving the CPU. However …
up database operations by exploiting parallelism and relieving the CPU. However …
Waste not… Efficient co-processing of relational data
The variety of memory devices in modern computer systems holds opportunities as well as
challenges for data management systems. In particular, the exploitation of Graphics …
challenges for data management systems. In particular, the exploitation of Graphics …
Analytical Queries: A Comprehensive Survey
Modern hardware heterogeneity brings efficiency and performance opportunities for
analytical query processing. In the presence of continuous data volume and complexity …
analytical query processing. In the presence of continuous data volume and complexity …
A framework for cost based optimization of hybrid CPU/GPU query plans in database systems
Current database research identified the use of computational power of GPUs as a way to
increase the performance of database systems. As GPU algorithms are not necessarily …
increase the performance of database systems. As GPU algorithms are not necessarily …
Forensics on GPU coprocessing in databases-research challenges, first experiments, countermeasures
Recently, using GPUs for coprocessing in database systems has been shown to be
beneficial. However, information systems processing confidential data cannot benefit from …
beneficial. However, information systems processing confidential data cannot benefit from …
Understanding and optimizing conjunctive predicates under memory-efficient storage layouts
Database queries can contain multiple predicates. The optimization of conjunctive
predicates is still vital to the overall performance of analytic data processing tasks. Prior work …
predicates is still vital to the overall performance of analytic data processing tasks. Prior work …