A general perspective of Big Data: applications, tools, challenges and trends

L Rodríguez-Mazahua, CA Rodríguez-Enríquez… - The Journal of …, 2016 - Springer
Big Data has become a very popular term. It refers to the enormous amount of structured,
semi-structured and unstructured data that are exponentially generated by high …

Privacy prevention of big data applications: A systematic literature review

F Rafiq, MJ Awan, A Yasin, H Nobanee… - SAGE …, 2022 - journals.sagepub.com
This paper focuses on privacy and security concerns in Big Data. This paper also covers the
encryption techniques by taking existing methods such as differential privacy, k-anonymity, T …

Big data reduction methods: a survey

MH ur Rehman, CS Liew, A Abbas… - Data Science and …, 2016 - Springer
Research on big data analytics is entering in the new phase called fast data where multiple
gigabytes of data arrive in the big data systems every second. Modern big data systems …

Trill: A high-performance incremental query processor for diverse analytics

B Chandramouli, J Goldstein, M Barnett… - Proceedings of the …, 2014 - dl.acm.org
This paper introduces Trill--a new query processor for analytics. Trill fulfills a combination of
three requirements for a query processor to serve the diverse big data analytics space:(1) …

Privacy and security of big data: current challenges and future research perspectives

A Cuzzocrea - Proceedings of the first international workshop on …, 2014 - dl.acm.org
Privacy and security of Big Data is gaining momentum in the research community, also due
to emerging technologies like Cloud Computing, analytics engines and social networks. In …

[PDF][PDF] 大数据安全与隐私保护

冯登国, 张敏, **昊 - 2014 - cjc.ict.ac.cn
摘要大数据(Big Data) 已成为学术界和产业界的研究热点, **影响着人们日常生活,
工作**惯及思考方式. 但是目前大数据在收集, 存储和使用过程中面临着诸多安全风险 …

Mapreduce is good enough? if all you have is a hammer, throw away everything that's not a nail!

J Lin - Big Data, 2013 - liebertpub.com
Hadoop is currently the large-scale data analysis “hammer” of choice, but there exist classes
of algorithms that aren't “nails” in the sense that they are not particularly amenable to the …

Fast data in the era of big data: Twitter's real-time related query suggestion architecture

G Mishne, J Dalton, Z Li, A Sharma, J Lin - Proceedings of the 2013 ACM …, 2013 - dl.acm.org
We present the architecture behind Twitter's real-time related query suggestion and spelling
correction service. Although these tasks have received much attention in the web search …

Temporal influence blocking: Minimizing the effect of misinformation in social networks

C Song, W Hsu, ML Lee - 2017 IEEE 33rd international …, 2017 - ieeexplore.ieee.org
The diffusion of rumors is a major concern for web users. Limiting the spread of rumor on
social networks has become an important task. One approach is to identify nodes to start a …

Effective and efficient skyline query processing over attribute-order-preserving-free encrypted data in cloud-enabled databases

A Cuzzocrea, P Karras, A Vlachou - Future Generation Computer Systems, 2022 - Elsevier
Making co-existent and convergent the need for efficiency of relational query processing
over Clouds and the security of data themselves is figuring-out how one of the most …