An experimental survey on big data frameworks
نویسندگان
چکیده
منابع مشابه
Big Data: A Survey
In this paper, we review the background and state-of-the-art of big data. We first introduce the general background of big data and review related technologies, such as could computing, Internet of Things, data centers, and Hadoop. We then focus on the four phases of the value chain of big data, i.e., data generation, data acquisition, data storage, and data analysis. For each phase, we introdu...
متن کاملSurvey on Big Data and Mining Algorithm
An information stream is a requested arrangement of examples that can be perused just once or a little number of times utilizing constrained processing and stockpiling abilities. Numerous applications take a shot at stream information like web pursuit, system activity, phone call and so on. In this application information is persistently changing in view of time. In this paper we will examine f...
متن کاملSurvey on-Big Data Analysis and Mining
A data stream is an ordered sequence of instances that can be read only once or a small number of times using limited computing and storage capabilities. Many application works on stream data like web search, network traffic, telephone call etc. In this application data is continuously changing based on time. In this paper we will discuss future trends of data mining that are used for analysis ...
متن کاملDistributed Data Processing Frameworks for Big Graph Data
Recently we create so much data (2.5 quintillion bytes every day) that 90% of the data in the world today has been created in the last two years alone [1]. This data comes from sensors used to gather traffic or climate information, posts to social media sites, photos, videos, emails, purchase transaction records, call logs of cellular networks, etc. This data is big data. In this report, we fir...
متن کاملAn Architecture for Security and Protection of Big Data
The issue of online privacy and security is a challenging subject, as it concerns the privacy of data that are increasingly more accessible via the internet. In other words, people who intend to access the private information of other users can do so more efficiently over the internet. This study is an attempt to address the privacy issue of distributed big data in the context of cloud computin...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Future Generation Computer Systems
سال: 2018
ISSN: 0167-739X
DOI: 10.1016/j.future.2018.04.032