{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T10:10:03Z","timestamp":1748772603325,"version":"3.41.0"},"reference-count":49,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2016,2,6]],"date-time":"2016-02-06T00:00:00Z","timestamp":1454716800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100005271","name":"Nanjing University of Science and Technology (CN)","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005271","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China (CN)","doi-asserted-by":"publisher","award":["61363021"],"award-info":[{"award-number":["61363021"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Grid Computing"],"published-print":{"date-parts":[[2016,9]]},"DOI":"10.1007\/s10723-015-9360-9","type":"journal-article","created":{"date-parts":[[2016,2,6]],"date-time":"2016-02-06T21:43:50Z","timestamp":1454795030000},"page":"407-428","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["HDCache: A Distributed Cache System for Real-Time Cloud Services"],"prefix":"10.1007","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2541-4923","authenticated-orcid":false,"given":"Jing","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Qianmu","family":"Li","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,2,6]]},"reference":[{"key":"9360_CR1","unstructured":"Baldoni, R., Cimmino, S., Marchetti, C.: Total order communications over asynchronous distributed systems: Specifications and implementations (2004). Technical report, Citeseer"},{"issue":"2","key":"9360_CR2","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1109\/MM.2003.1196112","volume":"23","author":"LA Barroso","year":"2003","unstructured":"Barroso, L.A., Dean, J., Holzle, U.: Web search for a planet: The google cluster architecture. Micro IEEE 23(2), 22\u201328 (2003)","journal-title":"Micro IEEE"},{"issue":"1","key":"9360_CR3","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1109\/40.342015","volume":"15","author":"NJ Boden","year":"1995","unstructured":"Boden, N.J., Cohen, D., Felderman, R.E, Kulawik, A.E, Seitz, C.L, Seizovic, J.N, Su, W.-K.: Myrinet: A gigabit-per-second local area network. IEEE Micro 15(1), 29\u201336 (1995)","journal-title":"IEEE Micro"},{"key":"9360_CR4","doi-asserted-by":"crossref","unstructured":"Borthakur, D., Gray, J., Sen Sarma, J., Muthukkaruppan, K., Spiegelberg, N., Kuang, H., Ranganathan, K., Molkov, D., Menon, A., Rash, S.: Apache hadoop goes realtime at facebook. In: Proceedings of the 2011 ACM SIGMOD International Conference on Management of data, pp. 1071\u20131080. ACM (2011)","DOI":"10.1145\/1989323.1989438"},{"key":"9360_CR5","unstructured":"Boulon, J., Konwinski, A., Qi, R., Rabkin, A., Yang, E., Yang, M.: Chukwa, a large-scale monitoring system. In: Proceedings of CCA, vol. 8, pp. 1\u20135 (2008)"},{"key":"9360_CR6","unstructured":"Burrows, M.: The chubby lock service for loosely-coupled distributed systems. In: Proceedings of the 7th symposium on Operating systems design and implementation, pp. 335\u2013350. USENIX Association (2006)"},{"key":"9360_CR7","doi-asserted-by":"crossref","unstructured":"Cardenas, Y., Pierson, J.-M., Brunie, L.: Uniform distributed cache service for grid computing. In: Proceedings of the Sixteenth International Workshop on Database and Expert Systems Applications, pp. 351\u2013355. IEEE (2005)","DOI":"10.1109\/DEXA.2005.195"},{"key":"9360_CR8","unstructured":"Carstoiu, D., Cernian, A., Olteanu, A.: Hadoop hbase-0.20. 2 performance evaluation. In: 2010 4th International Conference on New Trends in Information Science and Service Science (NISS), pp. 84\u201387. IEEE (2010)"},{"issue":"2","key":"9360_CR9","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1145\/1365815.1365816","volume":"26","author":"F Chang","year":"2008","unstructured":"Chang, F., Dean, J., Ghemawat, S., Hsieh, W.C, Wallach, D.A, Burrows, M., Chandra, T., Fikes, A., Gruber, R.E.: Bigtable: A distributed storage system for structured data. ACM Trans. Comput. Syst. (TOCS) 26(2), 4 (2008)","journal-title":"ACM Trans. Comput. Syst. (TOCS)"},{"issue":"7","key":"9360_CR10","doi-asserted-by":"crossref","first-page":"1670","DOI":"10.1109\/TKDE.2014.2326659","volume":"26","author":"G Chen","year":"2014","unstructured":"Chen, G., Jagadish, H.V., Jiang, D., Maier, D., Ooi, B.C., Tan, K., Tan, W.: Federation in cloud data management: Challenges and opportunities. IEEE Trans. Knowl. Data Eng. 26(7), 1670\u20131678 (2014)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"9360_CR11","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1007\/s10723-012-9238-z","volume":"11","author":"N Chohan","year":"2013","unstructured":"Chohan, N., Bunch, C., Krintz, C., Canumalla, N.: Cloud platform datastore support. Journal of grid computing 11(1), 63\u201381 (2013)","journal-title":"Journal of grid computing"},{"key":"9360_CR12","doi-asserted-by":"crossref","unstructured":"Cooper, B.F., Silberstein, A., Tam, E., Ramakrishnan, R., Sears, R.: Benchmarking cloud serving systems with ycsb. In: Proceedings of the 1st ACM symposium on Cloud computing. ACM, pp. 143\u2013154 (2010)","DOI":"10.1145\/1807128.1807152"},{"issue":"3","key":"9360_CR13","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1007\/s10723-014-9300-0","volume":"12","author":"A Costantini","year":"2014","unstructured":"Costantini, A., Gervasi, O., Zollo, F., Caprini, L.: User interaction and data management for large scale grid applications. Journal of Grid Computing 12(3), 485\u2013497 (2014)","journal-title":"Journal of Grid Computing"},{"issue":"1","key":"9360_CR14","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: Mapreduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"key":"9360_CR15","doi-asserted-by":"crossref","unstructured":"DeCandia, G., Hastorun, D., Jampani, M., Kakulapati, G., Lakshman, A., Pilchin, A., Sivasubramanian, S., Vosshall, P., Vogels, W.: Dynamo: amazon\u2019s highly available key-value store. In: ACM SIGOPS Operating Systems Review, vol. 41, pp. 205\u2013220. ACM (2007)","DOI":"10.1145\/1294261.1294281"},{"key":"9360_CR16","doi-asserted-by":"crossref","unstructured":"Dong, B., Qiu, J., Zheng, Q., Zhong, X., Li, J., Li, Y.: A novel approach to improving the efficiency of storing and accessing small files on hadoop: a case study by powerpoint files. In: 2010 IEEE International Conference on Services Computing (SCC), pp. 65\u201372. IEEE (2010)","DOI":"10.1109\/SCC.2010.72"},{"key":"9360_CR17","unstructured":"Eastlake, D., Fowler, G., Vo, K.-P., Noll, L.: The fnv non-cryptographic hash algorithm. http:\/\/tools.ietf.org\/html\/eastlake-fnv-03 (2014)"},{"issue":"124","key":"9360_CR18","first-page":"5","volume":"2004","author":"F Brad","year":"2004","unstructured":"Brad F.: Distributed caching with memcached. Linux journal 2004(124), 5 (2004)","journal-title":"Linux journal"},{"key":"9360_CR19","unstructured":"George, L.: HBAse: the definitive guide. O\u2019Reilly Media Inc. (2011)"},{"key":"9360_CR20","doi-asserted-by":"crossref","unstructured":"Ghemawat, S., Gobioff, H., Leung, S.-T.: The google file system. In: ACM SIGOPS operating systems review, vol. 37, pp. 29\u201343. ACM (2003)","DOI":"10.1145\/945445.945450"},{"key":"9360_CR21","doi-asserted-by":"crossref","unstructured":"Hecht, R., Jablonski, S.: Nosql evaluation. In: International Conference on Cloud and Service Computing, pp. 336\u201341 (2011)","DOI":"10.1109\/CSC.2011.6138544"},{"issue":"4","key":"9360_CR22","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/844351.844354","volume":"3","author":"SY Ho","year":"2002","unstructured":"Ho, S.Y., Kwok, S.H.: The attraction of personalized service for users in mobile commerce: an empirical study. ACM SIGecom Exchanges 3(4), 10\u201318 (2002)","journal-title":"ACM SIGecom Exchanges"},{"issue":"5","key":"9360_CR23","doi-asserted-by":"crossref","first-page":"951","DOI":"10.1109\/TPDS.2012.196","volume":"24","author":"H-C Hsiao","year":"2013","unstructured":"Hsiao, H.-C., Chung, H.-Y., Shen, H., Chao, Y.-C.: Load rebalancing for distributed file systems in clouds. IEEE Transactions on Parallel and D.S. 24(5), 951\u2013962 (2013)","journal-title":"IEEE Transactions on Parallel and D.S."},{"issue":"8","key":"9360_CR24","doi-asserted-by":"crossref","first-page":"2770","DOI":"10.1016\/j.jpdc.2014.03.010","volume":"74","author":"X Hua","year":"2014","unstructured":"Hua, X., Hao, Wu., Li, Z., Ren, S.: Enhancing throughput of the hadoop distributed file system for interaction-intensive tasks. J. Parallel Distrib. Comput. 74(8), 2770\u20132779 (2014)","journal-title":"J. Parallel Distrib. Comput."},{"key":"9360_CR25","unstructured":"Hunt, P., Konar, M., Junqueira, F.P., Reed, B.: Zookeeper: Wait-free coordination for internet-scale systems. In: USENIX Annual Technical Conference, vol. 8, p. 9 (2010)"},{"key":"9360_CR26","doi-asserted-by":"crossref","unstructured":"Islam, N.S., Rahman, MW., Jose, J., Rajachandrasekar, R., Wang, H., Subramoni, H., Murthy, C., Panda, D.K.: High performance rdma-based design of hdfs over infiniband. In: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society Press, p. 35 (2012)","DOI":"10.1109\/SC.2012.65"},{"key":"9360_CR27","doi-asserted-by":"crossref","unstructured":"Jiang, L., Li, B., Song, M.: The optimization of hdfs based on small files. In: 2010 3rd IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT), pp. 912\u2013915. IEEE (2010)","DOI":"10.1109\/ICBNMT.2010.5705223"},{"issue":"2","key":"9360_CR28","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1145\/1773912.1773922","volume":"44","author":"A Lakshman","year":"2010","unstructured":"Lakshman, A., Malik, P.: Cassandra: a decentralized structured storage system. ACM SIGOPS Operating Systems Review 44(2), 35\u201340 (2010)","journal-title":"ACM SIGOPS Operating Systems Review"},{"key":"9360_CR29","unstructured":"Liu, X., Han, J., Zhong, Y., Han, C., He, X.: Implementing webgis on hadoop: A case study of improving small file i\/o performance on hdfs. In: IEEE International Conference on Cluster Computing and Workshops, 2009. CLUSTER\u201909, pp. 1\u20138. IEEE (2009)"},{"key":"9360_CR30","unstructured":"Macedo, T., Oliveira, F.: Redis cookbook. O\u2019Reilly Media Inc. (2011)"},{"key":"9360_CR31","doi-asserted-by":"crossref","unstructured":"Mackey, G., Sehrish, S., Wang., J.: Improving metadata management for small files in hdfs. In: IEEE International Conference on Cluster Computing and Workshops CLUSTER \u201909, pp. 1\u20134. IEEE (2009)","DOI":"10.1109\/CLUSTR.2009.5289133"},{"issue":"4","key":"9360_CR32","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1007\/s10723-011-9189-9","volume":"9","author":"V March","year":"2011","unstructured":"March, V., Teo, Y.M.: A read-only distributed hash table. Journal of Grid Computing 9(4), 501\u2013529 (2011)","journal-title":"Journal of Grid Computing"},{"key":"9360_CR33","doi-asserted-by":"crossref","unstructured":"Membrey, P., Plugge, E., Hawkins, D.: The definitive guide to mongo DB: the no SQL database for cloud and desktop computing (2010). A press","DOI":"10.1007\/978-1-4302-3052-6"},{"issue":"7","key":"9360_CR34","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1145\/1965724.1965751","volume":"54","author":"J Ousterhout","year":"2011","unstructured":"Ousterhout, J., Agrawal, P., Erickson, D., Kozyrakis, C., Leverich, J., Mazi\u00e8res, D., Mitra, S., Narayanan, A., Ongaro, D., Parulkar, G.: The case for ramcloud. Commun. ACM 54(7), 121\u2013130 (2011)","journal-title":"Commun. ACM"},{"issue":"4","key":"9360_CR35","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1145\/1713254.1713276","volume":"43","author":"J Ousterhout","year":"2010","unstructured":"Ousterhout, J., Agrawal, P., Erickson, D., Kozyrakis, C., Leverich, J., Mazi\u00e8res, D., Mitra, S., Narayanan, A., Ongaro, D., Parulkar, G., Rosenblum, M.: The case for ramclouds: scalable high-performance storage entirely in dram. ACM SIGOPS Operating Systems Review 43(4), 92\u2013105 (2010)","journal-title":"ACM SIGOPS Operating Systems Review"},{"key":"9360_CR36","doi-asserted-by":"crossref","unstructured":"Jure P.: Using memcached for data distribution in industrial environment. In: International Conference on System, pp. 368\u2013372 (2008)","DOI":"10.1109\/ICONS.2008.51"},{"key":"9360_CR37","first-page":"617","volume":"42","author":"GF Pfister","year":"2001","unstructured":"Pfister, G.F.: An introduction to the infiniband architecture. High Performance Mass Storage and Parallel I\/O 42, 617\u2013632 (2001)","journal-title":"High Performance Mass Storage and Parallel I\/O"},{"key":"9360_CR38","doi-asserted-by":"crossref","unstructured":"Reed, B., Junqueira, F.P.: A simple totally ordered broadcast protocol. In: Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware, p. 2. ACM (2008)","DOI":"10.1145\/1529974.1529978"},{"key":"9360_CR39","doi-asserted-by":"crossref","unstructured":"Shafer, J., Rixner, S., Cox, A.L.: The hadoop distributed filesystem: Balancing portability and performance. In: 2010 IEEE International Symposium on Performance Analysis of Systems & Software (ISPASS), pp. 122\u2013133. IEEE (2010)","DOI":"10.1109\/ISPASS.2010.5452045"},{"issue":"2","key":"9360_CR40","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1007\/s10723-013-9255-6","volume":"11","author":"J Shamsi","year":"2013","unstructured":"Shamsi, J., Khojaye, M.A., Qasmi, M.A.: Data-intensive cloud computing: Requirements, expectations, challenges, and solutions. Journal of grid computing 11(2), 281\u2013310 (2013)","journal-title":"Journal of grid computing"},{"key":"9360_CR41","doi-asserted-by":"crossref","unstructured":"Shvachko, K., Kuang, H., Radia, S., Chansler, R.: The hadoop distributed file system. In: IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST), pp. 1\u201310. IEEE (2010)","DOI":"10.1109\/MSST.2010.5496972"},{"key":"9360_CR42","first-page":"30","volume":"52","author":"HJ Singh","year":"2012","unstructured":"Singh, H.J., Singh, VP.: High scalability of hdfs using distributed namespace. Int. J. Comput. Appl. Technol. 52, 30\u201337 (2012)","journal-title":"Int. J. Comput. Appl. Technol."},{"issue":"2","key":"9360_CR43","doi-asserted-by":"crossref","first-page":"1626","DOI":"10.14778\/1687553.1687609","volume":"2","author":"A Thusoo","year":"2009","unstructured":"Thusoo, A., Sarma, J.S., Jain, N., Shao, Z., Chakka, P., Anthony, S., Liu, H., Wyckoff, P., Murthy, R.: Hive: a warehousing solution over a map-reduce framework. Proceedings of the VLDB Endowment 2(2), 1626\u20131629 (2009)","journal-title":"Proceedings of the VLDB Endowment"},{"key":"9360_CR44","doi-asserted-by":"crossref","unstructured":"Xie, J., Yin, S., Ruan, X., Ding, Z., Tian, Y., Majors, J., Manzanares, A., Qin, X.: Improving mapreduce performance through data placement in heterogeneous hadoop clusters. In: IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), pp. 1\u20139. IEEE (2010)","DOI":"10.1109\/IPDPSW.2010.5470880"},{"key":"9360_CR45","doi-asserted-by":"crossref","unstructured":"Xu, C., Huang, X., Wu, N., Xu, P., Yang, G.: Using memcached to promote read throughput in massive small-file storage system. In: 2010 9th International Conference on Grid and Cooperative Computing (GCC), pp. 24\u201329. IEEE (2010)","DOI":"10.1109\/GCC.2010.18"},{"key":"9360_CR46","first-page":"1759","volume":"117","author":"SJ Xue","year":"2012","unstructured":"Xue, S.J., Bin Pan, Wu., Fang, W.: A novel approach in improving i\/o performance of small meteorological files on hdfs. Applied Mechanics and Materials 117, 1759\u20131765 (2012)","journal-title":"Applied Mechanics and Materials"},{"key":"9360_CR47","doi-asserted-by":"crossref","unstructured":"Yoon, S.-D., Jung, I.-Y., Kim, K.-H., Jeong, C.-S.: Improving hdfs performance using local caching system. In: Second International Conference On Future Generation Communication Technology (FGCT), pp. 153\u2013156. IEEE (2013)","DOI":"10.1109\/FGCT.2013.6767200"},{"key":"9360_CR48","doi-asserted-by":"crossref","unstructured":"Zhang, J., Gongqing, Wu., Xuegang, Hu., Wu, X.: A distributed cache for hadoop distributed file system in real-time cloud services. In: 2012 ACM\/IEEE 13th International Conference on Grid Computing (GRID), pp. 12\u201321. IEEE (2012)","DOI":"10.1109\/Grid.2012.17"},{"key":"9360_CR49","doi-asserted-by":"crossref","unstructured":"Zhang, S., Han, J., Liu, Z., Wang, K., Wang, S., Feng, S.: Accelerating mapreduce with distributed memory cache. In: 2009 15th International Conference on Parallel and Distributed Systems (ICPADS), pp. 472\u2013478. IEEE (2009)","DOI":"10.1109\/ICPADS.2009.88"}],"container-title":["Journal of Grid Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-015-9360-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10723-015-9360-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-015-9360-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T09:49:36Z","timestamp":1748771376000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10723-015-9360-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,2,6]]},"references-count":49,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,9]]}},"alternative-id":["9360"],"URL":"https:\/\/doi.org\/10.1007\/s10723-015-9360-9","relation":{},"ISSN":["1570-7873","1572-9184"],"issn-type":[{"type":"print","value":"1570-7873"},{"type":"electronic","value":"1572-9184"}],"subject":[],"published":{"date-parts":[[2016,2,6]]}}}