A heuristic clustering-based task deployment approach for load balancing using Bayes theorem in cloud environment

J Zhao, K Yang, X Wei, Y Ding, L Hu… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Aiming at the current problems that most physical hosts in the cloud data center are so
overloaded that it makes the whole cloud data center'load imbalanced and that existing load …

Qos aggregation for web service composition using workflow patterns

MC Jaeger, G Rojec-Goldmann… - Proceedings. Eighth IEEE …, 2004 - ieeexplore.ieee.org
Contributions in the field of Web services have identified that (a) finding matches between
semantic descriptions of advertised and requested services and (b) nonfunctional …

Suitability analysis of FPGAs for heterogeneous platforms in HPC

FA Escobar, X Chang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
High performance computing (HPC) systems currently integrate several resources such as
multi-cores (CPUs), graphic processing units (GPUs) and reconfigurable logic devices, like …

Swapping metagenomics preprocessing pipeline components offers speed and sensitivity increases

G Armstrong, C Martino, J Morris, B Khaleghi, J Kang… - Msystems, 2022 - Am Soc Microbiol
Increasing data volumes on high-throughput sequencing instruments such as the NovaSeq
6000 leads to long computational bottlenecks for common metagenomics data …

[PDF][PDF] Security issues model on cloud computing: A case of Malaysia

K Raisian, J Yahaya - … Journal of Advanced Computer Science and …, 2016 - researchgate.net
By developing the cloud computing, viewpoint of many people regarding the infrastructure
architectures, software distribution and improvement model changed significantly. Cloud …

Scalable genomics: From raw data to aligned reads on Apache YARN

F Versaci, L Pireddu, G Zanetti - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
The adoption of Big Data technologies can potentially boost the scalability of data-driven
biology and health workflows by orders of magnitude. Consider, for instance, that …

Optimized and portable FPGA-based systolic cell architecture for Smith-Waterman-based DNA sequence alignment

HA Shah, L Hasan, I Koo - Journal of information and …, 2016 - koreascience.kr
The alignment of DNA sequences is one of the important processes in the field of
bioinformatics. The Smith-Waterman algorithm (SWA) performs optimally for aligning …

High performance systolic array core architecture design for DNA sequencer

DS Nurdin, MNM Isa, RC Ismail… - MATEC Web of …, 2018 - matec-conferences.org
This paper presents a high performance systolic array (SA) core architecture design for
Deoxyribonucleic Acid (DNA) sequencer. The core implements the affine gap penalty score …

RNS Smith-Waterman Accelerator based on the moduli set 2n, 2n-1, 2n-1-1

PK Mensah, EK Bankas… - 2018 IEEE 7th …, 2018 - ieeexplore.ieee.org
The Smith-Waterman algorithm is very sensitive but computationally intensive on general
purpose CPUs. On the other hand, the FPGA has proven to be an excellent platform for …

[图书][B] Benchmarking and Acceleration of Machine Learning and Analytics Pipelines for Large Microbiome Datasets

GW Armstrong - 2022 - search.proquest.com
Within the past decade, the number of publicly available microbiome sequencing samples
has increased dramatically. Consequently, bottlenecks have arisen in common analysis …