Big-Data Processing Techniques and Their Challenges in Transport Domain
Aftab Ahmed Chandio, Ahmed, Chandio, Nikos, Tziritas, Chengzhong, Xu · ZTE communications · 2015
This paper describes the fundamentals of cloud computing and current big-data key technologies. We categorize big-data processing as batch-based, stream-based, graph-based, DAG-based, interactive-based, or visual-based according to the processing technique. We highlight the strengths and weaknesses of various big-data cloud processing techniques in order to help the big-data community select the appropriate processing technique. We also provide big data research challenges and future directions in aspect to transportation management systems.