@incollection{, 1A4AE2D7E4E3524629ED85D7C8AF7B7C , author={{KhalidImtiaz} and {M. JunaidArshad}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}1832536 } @incollection{b0, , title={{}} , author={{ ZhigaoZheng } and { PingWang } and { JingLiu }} , journal={{Appl. Math. Inf. Sci}} 9 6 , year={2015} } @incollection{b1, , title={{Big data for all: Privacy and user control in the age of analytics}} , author={{ OTene } and { JPolonetsky }} , journal={{Nw. J. Tech. & Intell. Prop}} 11 , year={2012} , publisher={xxvii} } @book{b2, , title={{}} , author={{ Lohrs } and { Theage }} } @book{b3, , title={{}} , author={{ Newyorktimes }} , year={2012} 11 } @book{b4, , author={{ REBryant } and { RHKatz } and { EDLazowska } and { Big-DataComputing }} , title={{Creating revolutionary breakthroughs in commerce, science, and society}} , year={2008} , note={Computing Research Association, Computing Community Consortium} } @book{b5, , title={{Climate Data Challenges in the 21st Century}} , author={{ JonathanTOverpeck } and { GeraldAMeehl } and { SandrineBony } and { DavidREasterling }} } @incollection{b6, , title={{}} , journal={{Science}} 331 6018 , year={2011} } @book{b7, , title={{Challenges and opportunities with big data}} , author={{ AlexandrosLabrinidis } and { HVJagadish }} } @book{b8, , title={{Proc. VLDB Endow}} VLDB Endow , year={2012} 5 } @book{b9, , title={{Architecting Big Data: Challenges, Studies and Forecasts}} , author={{ Wang Shan } and { Hui-Ju } and { Xiong-Pai } and { Zhou Xuan }} } @incollection{b10, , title={{}} , journal={{Chinese Journal of Computer}} 34 10 , year={2011} } @incollection{b11, , title={{WSCC DISTURBANCE ON AUGUST 10}} , author={{ LuWeixing } and { ShouYinbiao } and { Shi Lianjun }} , booktitle={{THE UNITED}} , year={1996} } @book{b12, , title={{The August 14, 2003 blackout and Its importance to China}} , author={{ P EAST CHINA ELECERIC POWER } and { JeffreyPalermo EAST CHINA ELECERIC POWER }} , year={2004} 32 } @incollection{b13, , title={{Excerpts from the Translation of Challenges and Opportunities with Big Data}} , author={{ LiCuiping } and { WangMinfeng }} , journal={{Science Technology & Application}} 4 1 , year={2013} } @book{b14, , title={{Getting beneath the veil of effective schools: Evidence from New YorkCity}} , author={{ WDobbie } and { RGFryerJr }} } @incollection{b15, , title={{}} , journal={{National Bureau of Economic Research}} , year={2011} } @book{b16, , title={{Bigdata and its technical challenges}} , author={{ HVJagadish } and { JohannesGehrke } and { AlexandrosLabrinidis } and { YannisPapakonstantinou } and { JigneshMPatel } and { RaghuRamakrishnan } and { CyrusShahabi }} } @incollection{b17, , title={{}} , journal={{Communications of the ACM}} 57 7 , year={2014} } @book{b18, , title={{Using Data for Systemic Financial Risk Management}} , author={{ MFlood } and { H VJagadish } and { AKyle }} } @book{b19, , title={{Proceedings of The 5th biennial Conference on Innovative Data Systems Research}} The 5th biennial Conference on Innovative Data Systems Research , year={2011} 2011 } @book{b20, , title={{Pattern-based strategy: getting value from big data}} , author={{ YGenovese } and { SPrentice }} } @incollection{b21, , title={{}} , journal={{Gartner Special Report G}} , year={2011, 214032: 2011} } @incollection{b22, , title={{The network takeover}} , author={{ Albert-LszlBarabsi }} , journal={{Nature Physics}} 8 1 , year={2012} } @incollection{b23, , title={{Challenges and opportunities with big data}} , author={{ ALabrinidis } and { HJagadish }} , booktitle={{Proceedings of the VLDB Endowment}} the VLDB Endowment , year={2012} 5 } @book{b24, , title={{How big data became so big}} , author={{ SLohr }} } @incollection{b25, , title={{}} , journal={{New York Times}} 11 , year={2012} } @book{b26, , title={{Big Data text-oriented benchmark creation for Hadoop}} , author={{ AGattiker } and { F HGebara } and { H PHofstee }} } @incollection{b27, , title={{}} 57(3/4): 10: 1-10: 6 , journal={{IBM Journal of Research and Development}} , year={2013} } @incollection{b28, , title={{Big data: A survey}} , author={{ MChen } and { SMao } and { YLiu }} , booktitle={{Mobile Networks and Applications}} , year={2014} 19 } @incollection{b29, , title={{Research Status and Scientific Thinking of Big Data}} , author={{ LiGuojie } and { ChengXueqi }} , journal={{Bulletin of the Chinese Academy of Sciences}} 27 6 , year={2012} } @incollection{b30, , title={{Information technology on surge: information literacy on}} , author={{ SYadagiri } and { PThalluri } and { V S }} , journal={{DESIDOC Journal of Library & Information Technology}} 32 1 , year={2011} } @book{b31, , title={{MAD skills: New analysis practices for big data}} , author={{ JCohen } and { BDolan } and { MDunlap } and { JMHellerstein } and { CWelton }} } @incollection{b32, , title={{}} , journal={{PVLDB}} 2 2 14811492 , year={2009} } @book{b33, , title={{Data-Intensive Supercomputing: The case for DISC}} , author={{ RandalEBryant & Joan Digney }} , year={2007} 10 } @incollection{b34, , title={{Biology must develop its own big-data systems}} , author={{ JohnBoyle }} , journal={{Nature}} 499 7 7 , year={2008} } @book{b35, , author={{ WangYuan-Zhuo } and { JinXiao-Long } and { ChenXue-Qi }} , title={{Network Big Data: Present and Future}} } @incollection{b36, , title={{}} , journal={{Chinese Journal of Computer}} 36 6 , year={2013} } @incollection{b37, , title={{The Application of Big Data Technology to Smart City}} , author={{ ZouGuowei } and { ChengJianbo }} , journal={{POWER SYSTEM TECHNOLOGY}} 4 , year={2013} } @incollection{b38, , title={{Big Data Analysis-Competition and Symbiosis of RDBMS and MapReduce}} , author={{ WangQin Xiong-Pai } and { Hui-Ju } and { WangXiao-Yong } and { Shan }} , journal={{Journal of Software}} 23 1 , year={2012} } @incollection{b39, , title={{New Landscape of Data Management Technologies}} , author={{ TanXiongpai } and { WangHuiju } and { LiFurong }} , journal={{Journal of Software}} 24 2 , year={2013} } @book{b40, , title={{A Comparative Study on Architectures and Implementation Methodologies of Internet of Things}} , author={{ Chen Hai-Ming } and { Li } and { Xie Kai-Bin }} } @incollection{b41, , title={{}} , journal={{Chinese Journal of Computers}} 36 1 , year={2013} } @book{b42, , title={{Introduction to embedded systems: A cyber-physical systems approach}} , author={{ E ALee } and { SASeshia }} } @book{b43, , title={{}} , author={{ &Lee } and { Seshia }} , year={2011} } @book{b44, , title={{Hive-Apeta byte scale data ware house using Hadoop}} , author={{ AThusoo } and { JSSarma } and { Jainn }} } @book{b45, , title={{Proc. of ICDE2010}} of ICDE2010Piscataway, NJ , publisher={IEEE} , year={2010} } @book{b46, , title={{}} , author={{ NJPiscataway }} , year={2010} , publisher={IEEE} } @book{b47, , title={{HadoopDB in action: Building real world applications}} , author={{ AAbouzied } and { KBajda-Pawlikowski } and { HuangJiewen }} } @book{b48, , title={{Proc. of SIGMOD 2010}} of SIGMOD 2010New York , publisher={ACM} , year={2010} } @book{b49, , title={{Cheetah: A high performance, custom data warehouse on top of MapReduce}} , author={{ ChenSongting }} } @incollection{b50, , title={{}} , journal={{PVLDB}} 3 2 , year={2010} } @book{b51, , title={{Privacy preserving data mining}} , author={{ RAgrawal } and { RSrikant }} } @book{b52, , title={{Proc. of SIGMOD}} of SIGMODNew York , publisher={ACM} , year={2000. 2000} } @book{b53, , title={{}} , author={{ CDwork } and { Differential }} } @book{b54, , title={{Proc. of ICALP}} of ICALPBerlin , publisher={Springer} , year={2006. 2006} } @book{b55, , title={{The Design of Everyday Things}} , author={{ DNorman }} , year={2002} , publisher={Basic Books} , address={New York} } @book{b56, , title={{Pig Latin: A not-so-foreign language for data processing}} , author={{ COlston } and { BReed } and { USrivastava }} } @book{b57, , title={{Proc of SIGMOD}} of SIGMODNew York , publisher={ACM} , year={2008. 2008} } @incollection{b58, , title={{Interpreting the data: Parallel analysis with Sawzall}} , author={{ RPike } and { SDorward } and { RGriesemter }} , booktitle={{Scientific Programming}} , year={2005} 13 } @book{b59, , title={{SCOPE: Easy and efficient parallel processing of massive data sets}} , author={{ RChaiken } and { BJenkins } and { P-ALarson }} } @incollection{b60, , title={{}} , journal={{PVLDB}} 1 2 , year={2008} } @book{b61, , title={{Distributed data-parallel computing using a high-level programming language}} , author={{ MIsard } and { YYu }} } @book{b62, , title={{Proc. of SIGMOD}} of SIGMODNew York , publisher={ACM} , year={2009. 2009} } @book{b63, , title={{XML query optimization in MapReduce}} , author={{ LFegaras } and { CLi } and { UGupta }} } @book{b64, , title={{Proc. of WebDB}} of WebDBNew York , publisher={ACM} , year={2011. 2011} } @book{b65, , title={{Timer: A progress indicator for MapReduce DAGs}} , author={{ KMorton } and { MBalazinska } and { GrosstmanDPara }} } @book{b66, , title={{Proc. of SIGMOD 2010}} of SIGMOD 2010New York , publisher={ACM} , year={2010} } @book{b67, , title={{Estimating the progress of MapReduce}} , author={{ KMorton } and { AFriesen } and { ABalazinka }} } @book{b68, , title={{Proc. of ICDE}} of ICDEPiscataway, NJ , publisher={IEEE} , year={2010. 2010} } @book{b69, , title={{MR-scope: A real-time tracing tool for MapReduce}} , author={{ ShiHuang Dachuan } and { IbrabimXuanhua } and { Shadi }} } @book{b70, , title={{Proc. of HPDC 2010}} of HPDC 2010New York , publisher={ACM} , year={2010} } @incollection{b71, , title={{Big Data Management: Concepts, Techniques and Challenges}} , author={{ MengXiaofeng } and { CiXiang }} , journal={{Journal of Computer Research and Development}} 50 1 , year={2013} } @book{b72, , title={{We dont know enough to make a big data benchmark suite-an academia-industry view}} , author={{ YChen }} } @book{b73, , title={{Proc. of WBDB}} of WBDB , year={2012} } @book{b74, , title={{The case for evaluating MapReduce performance using workload suites}} , author={{ ChenYanpei } and { AGanapathi } and { RGriffith }} } @book{b75, , title={{Proc. of MASCOTS}} of MASCOTSPiscataway, NJ , publisher={IEEE} , year={2011. 2011} } @book{b76, , title={{Mrbs: A comprehensive mapreduce benchmark suite}} , author={{ ASangroya } and { DSerrano } and { SBouchenak }} } @book{b77, , title={{}} , author={{ GrenobleLig } and { France }} RR-LIG- 024 , year={2012} , note={Research Report} } @incollection{b78, , title={{Light-weight black-box failure detection for distributed systems}} , author={{ JTan } and { SKavulya } and { RGandhi }} , booktitle={{Proceedings of the 2012 workshop on Management of big data systems}} the 2012 workshop on Management of big data systems , publisher={ACM} , year={2012} } @book{b79, , title={{Big data benchmark-big DS}} , author={{ J MZhao } and { W SWang } and { XLiu }} } @book{b80, , title={{Advancing Big Data Benchmarks}} , year={2014} , publisher={Springer International Publishing} } @book{b81, , title={{YCSB++: Benchmarking and performance debugging advance features in scalable table stores}} , author={{ SPatil } and { MPolte } and { KRen }} } @book{b82, , title={{Proc. of SoCC}} of SoCCNew York , publisher={ACM} , year={2011. 2011} } @book{b83, , title={{Interactive query processing in big data systems: A cross-industry study of MapReduce workloads}} , author={{ YChen } and { SAlspaugh } and { RKatz }} } @incollection{b84, , title={{}} , journal={{PVLDB}} 5 12 , year={2012} }