VEHICLE DATA PROCESSING AND ANALYSIS PLATFORM BASED ON SPARK
Journal Title: Topics in Intelligent Computing and Industry Design (ICID) - Year 2017, Vol 1, Issue 2
Abstract
Based on the Spark big data analysis platform, using Yarn management resource scheduling problem, using Hbase as the storage mode of distributed data. Through the mass of car data, dig out the key factors that affect the safety of car performance, and show in the form of visualization. An effective scheme is put forward for the maintenance and fault detection of the user’s vehicle. The experimental results show that the analysis method based on Spark platform can quickly, effectively and accurately analyze the key information and play a guiding and analytical role for users
Authors and Affiliations
Xiaolan Xie, Tianwei Yuan, Xiao Zhou
Keywords
Related Articles
- EP ID EP409814
- DOI 10.26480/wsmce.01.2017.129.130
- Views 83
- Downloads 0
THE DESIGN OF VEHICLE HAZARD WARNING DEVICE
With the accident of Asphyxiation and death in the children’s car in recent years, the demand for this kind of dangerous alarm devices. The vehicle dangerous alarm device has both temperature and oxygen concentration mon...
STUDY ON HYBRID MODELING OF HYDRAULIC EXCAVATOR
Hydraulic excavator is a very complex plant integrated with mechanical, hydraulic and control systems. To study on such a complex system, one must have the related multidisciplinary knowledge. This paper presents a new r...
APPLICATION OF NUMERICAL SIMULATION IN ASTROPHYSICS
Hydrodynamics (HD) and Magnetohydrodynamics (MHD) numerical analysis have become a very useful tool in astrophysics research. In solar physics, we usually cannot affect the object itself by experiment, so we can only stu...
RESEARCH AND APPLICATION OF RTSJ-BASED EMBEDDED SYSTEM API
This paper describes a RTSJ-based application program interface which aims to provide advanced concurrent realtime calculation structure, facilitating real-time embedded system development. Further, development and optim...
ALGORITHM RESEARCH ON CONFLICT DETECTION AND ELIMINATION IN COLLABORATIVE WORK
For cross-enterprise resource conflict problem in collaborative work plan, put forward a new kind of conflict detection and elimination of cross-enterprise project work model, based on the time of supply and demand plan...