Latest Progress and Infrastructure Innovations of Big Data Technology

被引:1
作者
Chen, Shangyi [1 ]
Li, Wei [2 ]
Li, Min [3 ]
Zhang, Xiaofei [3 ]
Min, Yue [3 ]
机构
[1] Univ Chinese Acad Sci, Beijing, Peoples R China
[2] Beihang Univ, Beijing, Peoples R China
[3] Baidu Inc, Beijing, Peoples R China
来源
2014 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA (CCBD) | 2014年
关键词
Big Data; MapReduce; Incremental Processing; Stream Computing; Hadoop; Infrastructure;
D O I
10.1109/CCBD.2014.25
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the constantly emerging of new ways to release information on the internet, together with the rise of several other technologies such as cloud computing and the internet of things, data is explosively growing at an unprecedented speed, manifesting the coming of the era of big data. Facing the challenge of large-scale, demand diversity and real-time processing for big data, the efficient processing technology has become the core issue of research in the big data field. This paper elaborates in detail the key technologies dealing with big data processing as distributed computing technology, incremental processing technology, stream computing technology, etc., analyses and summaries the mainstream technology platform and system of big data represented by Hadoop, and finally introduces the latest infrastructure innovation progress driven by big data in the last part, including GPU acceleration technology, Software Defined Flash (SDF), etc..
引用
收藏
页码:8 / 15
页数:8
相关论文
共 34 条
[1]  
[Anonymous], 2011, C INN DAT SYST RES C
[2]  
[Anonymous], 2012, NSDI
[3]  
[Anonymous], 2010, P USENIX S OP SYST D
[4]  
Apache, HAD OP SOURC IMPL MA
[5]  
Avnur Ron., 2000, Proceedings of the 2000 ACM SIGMOD international conference on Management of data, SIGMOD '00, P261, DOI 10.1145/342009.335420
[6]  
Babcock B., 2002, PODS, P1, DOI [DOI 10.1145/543613.543615, 10.1145/543613.543615]
[7]  
Bhatotia Pramod, P HOTCLOUD 11 P 3 US
[8]  
Borthakur D., 2008, HADOOP APACHE PROJECT
[9]  
Borthakur D., SIGMOD 2011
[10]  
Bose Joos- Hendrik, 2010, MDAC 10 P 2010 WORKS