An efficient and unique TF/IDF algorithmic model-based data analysis for handling applications with big data streaming
As the field of data science grows, document analytics has become a more challenging task
for rough classification, response analysis, and text summarization. These tasks are used for …
for rough classification, response analysis, and text summarization. These tasks are used for …
Bonsai: High-performance adaptive merge tree sorting
Sorting is a key computational kernel in many big data applications. Most sorting
implementations focus on a specific input size, record width, and hardware configuration …
implementations focus on a specific input size, record width, and hardware configuration …
Accelerating the similarity self-join using the GPU
The self-join finds all objects in a dataset within a threshold of each other defined by a
similarity metric. As such, the self-join is a fundamental building block for the field of …
similarity metric. As such, the self-join is a fundamental building block for the field of …
Parallel integer sort: Theory and practice
Integer sorting is a fundamental problem in computer science. This paper studies parallel
integer sort both in theory and in practice. In theory, we show tighter bounds for a class of …
integer sort both in theory and in practice. In theory, we show tighter bounds for a class of …
A hybrid CPU/GPU approach for optimizing sorting throughput
The GPU is an effective architecture for sorting due to its massive parallelism and high
memory bandwidth. However, for input datasets that exceed global memory capacity, the …
memory bandwidth. However, for input datasets that exceed global memory capacity, the …
The impact of big data analytics and challenges to cyber security
A Haldorai, A Ramu - Research anthology on big data analytics …, 2022 - igi-global.com
In order to scrutinize or evaluate an extremely high quantity of an ever-present and
diversified nature of data, new technologies are developed. With the application of these …
diversified nature of data, new technologies are developed. With the application of these …
In-network stable radix sorter using many FPGAs with high-bandwidth photonics
K Mizutani, Y Urino, T Shimizu… - Journal of Optical …, 2025 - opg.optica.org
A modern field-programmable gate array (FPGA) card can be equipped with high-bandwidth
memory and high-bandwidth optical interconnection networks. This paper presents an in …
memory and high-bandwidth optical interconnection networks. This paper presents an in …
Research on multi-constellation GNSS compatible acquisition strategy based on GPU high-performance operation
C Guo, B Xu, Z Tian - EURASIP Journal on Wireless Communications and …, 2018 - Springer
With the continuous development of satellite navigation, how to make full use of the
compatibility and interoperability among the four constellations deserves our deep thinking …
compatibility and interoperability among the four constellations deserves our deep thinking …
Efficient gpu-based query processing with pruned list caching in search engines
There are two inherent obstacles to effectively using Graphics Processing Units (GPUs) for
query processing in search engines:(a) the highly restricted GPU memory space, and (b) the …
query processing in search engines:(a) the highly restricted GPU memory space, and (b) the …
3D-Sorter: 3D design of a Resource-aware Hardware Sorter for Edge Computing Platforms under Area and Energy consumption constraints
In this paper, we proposed a 3-dimensional hardware sorting architecture (3D-Sorter),
based on MultiDimensional Sorting Algorithm (MDSA). the proposed architecture transforms …
based on MultiDimensional Sorting Algorithm (MDSA). the proposed architecture transforms …