• Regular Paper • Previous Articles
Jing-Ya Zhou1,2,3, Member, CCF, ACM, Jian-Xi Fan1, Member, CCF, Cheng-Kuan Lin1, Member, CCF, and Bao-Lei Cheng1, Member, CCF
|  Althoff T, Jindal P, Leskovec J. Online actions with offline impact:How online social networks influence online and offline user behavior. In Proc. the 10th ACM International Conference on Web Search and Data Mining, February 2017, pp.537-546.
 Peng S C, Yang A M, Cao L H, Yu S, Xie D Q. Social influence modeling using information theory in mobile social networks. Information Sciences, 2017, 379:146-159.
 Wang F, Wang H Y, Xu K, Wu J H, Jia X H. Characterizing information diffusion in online social networks with linear diffusive model. In Proc. the 33rd International Conference on Distributed Computing Systems, July 2013, pp.307-316.
 Al-Fares M, Loukissas A, Vahdat, A. A scalable, commodity data center network architecture. In Proc. the ACM SIGCOMM Conference on Data communication, August 2008, pp.63-74.
 Shvachko K, Kuang H, Radia S, Chansler R. The Hadoop distributed file system. In Proc. the 26th IEEE Symposium on Mass Storage Systems and Technologies, May 2010.
 Lakshman A, Malik P. Cassandra:A decentralized structured storage system. ACM SIGOPS Operating Systems Review, 2010, 44(2):35-40.
 Sumbaly R, Kreps J, Gao L, Feinberg A, Soman C, Shah S. Serving large-scale batch computed data with project Voldemort. In Proc. the 10th USENIX Conference on File and Storage Technologies, February 2012, pp.223-235.
 Karypis G, Kumar V. A fast and high quality multilevel scheme for partitioning irregular graphs. SIAM Journal on Scientific Computing, 1998, 20(1):359-392.
 Chen H H, Jin H, Wu S. Minimizing inter-server communications by exploiting self-similarity in online social networks. IEEE Transactions on Parallel and Distributed Systems, 2016, 27(4):1116-1130.
 Liu G X, Shen H Y, Chandler H. Selective data replication for online social networks with distributed datacenters. IEEE Transactions on Parallel and Distributed Systems, 2016, 27(8):2377-2393.
 Pujol J M, Erramilli V, Siganos G, Yang X, Laoutaris N, Chhabra P, Rodriguez P. The little engine(s) that could:Scaling online social networks. IEEE/ACM Transactions on Networking, 2012, 20(4):1162-1175.
 Tran D A, Zhang T. S-PUT:An EA-based framework for socially aware data partitioning. Computer Networks, 2014, 75:504-518.
 Yu B Y, Pan J P. Location-aware associated data placement for geo-distributed data intensive applications. In Proc. the 34th IEEE International Conference on Computer Communications, April 2015, pp.603-611.
 Zhou J Y, Fan J X, Cheng B L, Jia J C. Optimizing interserver communications by exploiting overlapping communities in online social networks. In Proc. the 16th International Conference on Algorithms and Architectures for Parallel Processing, December 2016, pp.231-244.
 Tran D A, Nguyen K, Pham C. S-CLONE:Socially-aware data replication for social networks. Computer Networks, 2012, 56(7):2001-2013
 Zhang J H, Chen J, Luo J Z, Song A B. Efficient locationaware data placement for data-intensive applications in geodistributed scientific data centers. Tsinghua Science and Technology, 2016, 21(5):471-481.
 Jiao L, Lit J, Du W, Fu X M. Multi-objective data placement for multi-cloud socially aware services. In Proc. the 33rd IEEE International Conference on Computer Communications, April 2014, pp.28-36.
 Gregory S. Finding overlapping communities in networks by label propagation. New Journal of Physics, 2010, 12(10):Article No. 103018.
 Lancichinetti A, Fortunato S, Kertész J. Detecting the overlapping and hierarchical community structure in complex networks. New Journal of Physics, 2009, 11(3):Article No. 033015.
 Qiao S, Han N, Zhang K, Zou L, Wang H, Alberto G L. Algorithm for detecting overlapping communities from complex network big data. Journal of Software, 2017, 28(3):631-647. (in Chinese)
 Wilson C, Sala A, Puttaswamy K P N, Zhao B Y. Beyond social graphs:User interactions in online social networks and their implications. ACM Transactions on the Web, 2012, 6(4):Article No. 17.
 Gjoka M, Kurant M, Butts C T, Markopoulou A. Walking in Facebook:A case study of unbiased sampling of OSNs. In Proc. the 29th IEEE International Conference on Computer Communications, March 2010, pp.2498-2506.
 Jiang J, Wilson C, Wang X, Sha W P, Huang P, Dai Y F, Zhao B Y. Understanding latent interactions in online social networks. ACM Transactions on the Web, 2013, 7(4):Article No. 18.
 Benevenuto F, Rodrigues T, Cha M, Almeida V A F. Characterizing user behavior in online social networks. In Proc. the 9th ACM SIGCOMM Conference on Internet Measurement, November 2009, pp.49-62.
 Roy A, Zeng H, Bagga J, Porter G, Snoeren A C. Inside the social network's (datacenter) network. In Proc. the 2015 ACM Conference on Special Interest Group on Data Communication, August 2015, pp.123-137.