Probabilistic data structures for big data analytics: A comprehensive review

A Singh, S Garg, R Kaur, S Batra, N Kumar… - Knowledge-Based …, 2020 - Elsevier
An exponential increase in the data generation resources is widely observed in last decade,
because of evolution in technologies such as-cloud computing, IoT, social networking, etc …

Sequence data matching and beyond: New privacy-preserving primitives based on bloom filters

W Xue, D Vatsalan, W Hu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Bloom filter encoding has widely been used as an efficient masking technique for privacy-
preserving matching functions. The existing matching techniques, however, are limited to …

Improving hash-q exact string matching algorithm with perfect hashing for DNA sequences

AA Karcioglu, H Bulut - Computers in Biology and Medicine, 2021 - Elsevier
Exact string matching algorithms involve finding all occurrences of a pattern P in a text T.
These algorithms have been extensively studied in computer science, primarily because of …

Razy: A String Matching Algorithm for Automatic Analysis of Pathological Reports

SS Abdul-Jabbar, AK Farhan, AA Abdelhamid… - Axioms, 2022 - mdpi.com
Pathology reports are necessary for specialists to make an appropriate diagnosis of
diseases in general and blood diseases in particular. Therefore, specialists check blood …

Performance analysis of bloom filter for big data analytics

SA Alsuhibany, M Alsuhaibani… - Computational …, 2022 - Wiley Online Library
The rapid rise of data value, such as social media and mobile applications, results in large
volumes of data, which is what the term “big data” refers to. The increased rate of data …

G-Learned Index: Enabling Efficient Learned Index on GPU

J Liu, F Zhang, L Lu, C Qi, X Guo… - … on Parallel and …, 2024 - ieeexplore.ieee.org
AI and GPU technologies have been widely applied to solve Big Data problems. The total
data volume worldwide reaches 200 zettabytes in 2022. How to efficiently index the required …

Efficient Secure Communication in Zigbee Network Using the DNA Sequence Encryption Technique

B Padma, ES Babu - Life, 2023 - mdpi.com
Zigbee IoT devices have limited computational resources, including processing power and
memory capacity. Therefore, because of their complicated computational requirements …

Analyzing DNA Pattern Matching through String Similarity Measurements in Cancer Sequence Data

A Lincy, V Ebenezer, AX VM, AJ Isaac… - 2023 International …, 2023 - ieeexplore.ieee.org
Cancer is a deadly disease with actual cause still being an unknown mystery. Classifying
the different kinds of tumors is rather essential for diagnosing cancer and discovering new …

Design of effective lossless data compression technique for multiple genomic DNA sequences

M Alosta, A Souri - Full Length Article, 2021 - americaspg.com
In recent years, a massive amount of genomic DNA sequences are being created which
leads to the development of new storing and archiving methods. There is a major challenge …

q‐frame hash comparison based exact string matching algorithms for DNA sequences

AA Karcioglu, H Bulut - Concurrency and Computation …, 2022 - Wiley Online Library
The importance of string matching is due to its applications in many fields, such as medicine
and bioinformatics. Various string matching algorithms are developed to speed up the …