A cost saving and load balancing task scheduling model for computational biology in heterogeneous cloud datacenters

W Cai, J Zhu, W Bai, W Lin, N Zhou, K Li - The Journal of Supercomputing, 2020 - Springer
Cloud-based scientific workflow systems can play an important role in the development of
cost-effective bioinformatics analysis applications. There are differences in the cost control …

Learning budget assignment policies for autoscaling scientific workflows in the cloud

Y Garí, DA Monge, C Mateos, C García Garino - Cluster Computing, 2020 - Springer
Autoscalers exploit cloud-computing elasticity to cope with the dynamic computational
demands of scientific workflows. Autoscalers constantly acquire or terminate virtual …

Managing data provenance for bioinformatics workflows using aprovbio

R Almeida, WMCD Silva, K Castro… - … Biology and Drug …, 2019 - inderscienceonline.com
Scientific experiments in bioinformatics are often executed as computational workflows. Data
provenance involves documenting the history, and the paths of the input data, from the …

Big social data provenance framework for zero-information loss key-value pair (KVP) database

A Rani, N Goyal, SK Gadia - International Journal of Data Science and …, 2022 - Springer
Social media has been playing a vital importance in information sharing at massive scale
due to its easy access, low cost, and faster dissemination of information. Its competence to …

Biological Pathway Identification

Q Chen - Association Analysis Techniques and Applications in …, 2024 - Springer
Genome-wide association study (GWAS) has become an essential method to reveal the
genetic mechanism of complex diseases. In the past decade, the research on GWAS …

Storage and querying of large provenance graphs using NoSQL DSE

A Kashliev - 2020 IEEE 6th Intl Conference on Big Data …, 2020 - ieeexplore.ieee.org
Provenance metadata captures history of derivation of an entity, such as a dataset obtained
through numerous data transformations. It is of great importance for science, among other …

Data provenance with retention of reference relations

C Wang, L Yang, Y Wu, Y Wu, X Cheng, Z Li… - IEEE Access, 2018 - ieeexplore.ieee.org
With the development of data transactions, data security issues have become increasingly
important. For example, the copyright authentication and provenance of data have become …

Research on data watermark tracing system in hadoop environment

W Qiao, J Wang - International Conference on Big Data and Security, 2022 - Springer
The application of big data requires effective tracing of data transmission and flow
processes, so as to achieve effective determination of data authenticity and security. If …

Twitter data modelling and provenance support for key-value pair databases

A Rani, N Goyal, SK Gadia - … , ADC 2021, Dunedin, New Zealand, January …, 2021 - Springer
Abstract In Big Data environments, reliability of data plays an important role to determine
trustworthiness of the outcomes of an analysis. Big data provenance ensures the reliability of …

빅데이터활용을위한개인정보보호및관리기술동향

이기용 - 한국통신학회지(정보와통신), 2019 - dbpia.co.kr
빅데이터의 획득 및 활용이 보편화되면서 개인정보 보호 및 관리가 사회적으로 매우 중요한
이슈로 대두되고 있다. 특히 개인정보 유출은 사생활 침해 및 범죄 악용과 같은 심각한 …