{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T20:58:26Z","timestamp":1760821106456,"version":"3.37.3"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2019,10,30]],"date-time":"2019-10-30T00:00:00Z","timestamp":1572393600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,10,30]],"date-time":"2019-10-30T00:00:00Z","timestamp":1572393600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"crossref","award":["NRF-2019R1A2C1008716"],"award-info":[{"award-number":["NRF-2019R1A2C1008716"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2020,1]]},"DOI":"10.1007\/s11227-019-03050-x","type":"journal-article","created":{"date-parts":[[2019,10,31]],"date-time":"2019-10-31T08:49:10Z","timestamp":1572511750000},"page":"580-601","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Effective data prediction method for in-memory database applications"],"prefix":"10.1007","volume":"76","author":[{"given":"Ji-Tae","family":"Yun","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Su-Kyung","family":"Yoon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jeong-Geun","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2642-6662","authenticated-orcid":false,"given":"Shin-Dug","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,10,30]]},"reference":[{"issue":"2","key":"3050_CR1","doi-asserted-by":"publisher","first-page":"127141","DOI":"10.1504\/IJBDI.2015.069088","volume":"2","author":"KN Aye","year":"2015","unstructured":"Aye KN, Chandra R (2015) A platform for big data analytics on distributed scale-out storage system. Int J Big Data Intell 2(2):127141","journal-title":"Int J Big Data Intell"},{"key":"3050_CR2","first-page":"2009","volume":"79","author":"J Zawodny","year":"2015","unstructured":"Zawodny J (2015) Redis: lightweight key\/value store that goes the extra mile. Linux Mag 79:2009","journal-title":"Linux Mag"},{"key":"3050_CR3","doi-asserted-by":"crossref","unstructured":"Qureshi MK, Srinivasan V, Rivers JA (2009) Scalable high performance main memory system using phase-change memory technology. In: Proceedings of the 36th Annual International Symposium on Computer Architecture, ACM, pp 24\u201333","DOI":"10.1145\/1555754.1555760"},{"key":"3050_CR4","doi-asserted-by":"crossref","unstructured":"Loh GH (2008) 3D-stacked memory architectures for multi-core processors. In: Proceedings of the 35th Annual International Symposium on Computer Architecture, ACM, pp 453\u2013464","DOI":"10.1109\/ISCA.2008.15"},{"key":"3050_CR5","doi-asserted-by":"crossref","unstructured":"Hu Z, Martonosi M, Kaxiras S (2003) TCP: tag correlating prefetchers. In: Proceedings the Ninth International Symposium on High-performance Computer Architecture, IEEE, pp 317\u2013326","DOI":"10.1109\/HPCA.2003.1183549"},{"issue":"2","key":"3050_CR6","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1109\/12.752653","volume":"48","author":"D Joseph","year":"1999","unstructured":"Joseph D, Grunwald D (1999) Prefetching using markov predictors. IEEE Trans Comput 48(2):121\u2013133","journal-title":"IEEE Trans Comput"},{"key":"3050_CR7","unstructured":"Kandiraju GB, Sivasubramaniam A (2002) Going the distance for TLB prefetching: an application\u2014driven study. In: IEEE Computer Society, vol 30, no 2, IEEE, pp 195\u2013206"},{"issue":"1","key":"3050_CR8","first-page":"10","volume":"15","author":"S-K Yoon","year":"2019","unstructured":"Yoon S-K et al (2019) Self-learnable cluster-based prefetching method for DRAM-flash hybrid main memory architecture. ACM J Emerg Technol Comput Syst (JETC) 15(1):10","journal-title":"ACM J Emerg Technol Comput Syst (JETC)"},{"key":"3050_CR9","doi-asserted-by":"publisher","first-page":"35941","DOI":"10.1109\/ACCESS.2019.2904803","volume":"7","author":"N Niu","year":"2019","unstructured":"Niu N et al (2019) WIRD: an efficiency migration scheme in hybrid DRAM and PCM main memory for image processing applications. IEEE Access 7:35941\u201335951","journal-title":"IEEE Access"},{"issue":"3","key":"3050_CR10","first-page":"69","volume":"17","author":"S-K Yoon","year":"2018","unstructured":"Yoon S-K et al (2018) Self-adaptive filtering algorithm with PCM-based memory storage system. ACM Trans Embed Comput Syst (TECS) 17(3):69","journal-title":"ACM Trans Embed Comput Syst (TECS)"},{"issue":"8","key":"3050_CR11","doi-asserted-by":"publisher","first-page":"20802093","DOI":"10.1109\/TC.2013.76","volume":"63","author":"P Zhou","year":"2014","unstructured":"Zhou P, Zhao B, Yang J, Zhang Y (2014) Through-put enhancement for phase change memories. IEEE Trans Comput 63(8):20802093","journal-title":"IEEE Trans Comput"},{"issue":"9","key":"3050_CR12","doi-asserted-by":"publisher","first-page":"4746","DOI":"10.1007\/s11227-018-2466-7","volume":"74","author":"SM Lee","year":"2018","unstructured":"Lee SM et al (2018) Adaptive correlated prefetch with large-scale hybrid memory system for stream processing. J Supercomput 74(9):4746\u20134770","journal-title":"J Supercomput"},{"key":"3050_CR13","doi-asserted-by":"crossref","unstructured":"Kgil T, Roberts D, Mudge T (2008) Improving NAND flash based disk caches. In: ACM SIGARCH Computer Architecture News, vol 36. no 3, IEEE Computer Society","DOI":"10.1145\/1394608.1382149"},{"key":"3050_CR14","doi-asserted-by":"crossref","unstructured":"Park C, Seo J, Seo D, Kim S, Kim B (2003) Cost-efficient memory architecture design of nand flash memory embedded systems. In: Proceedings of the 21st International Conference on Computer Design (ICCD 03), pp 474\u2013480","DOI":"10.1109\/ICCD.2003.1240943"},{"key":"3050_CR15","doi-asserted-by":"crossref","unstructured":"Shen Z et al (2017) DIDACache: a deep integration of device and application for flash based key-value caching. In: FAST","DOI":"10.1145\/3203410"},{"issue":"10","key":"3050_CR16","doi-asserted-by":"publisher","first-page":"5293","DOI":"10.1007\/s11227-018-2421-7","volume":"74","author":"S-K Yoon","year":"2018","unstructured":"Yoon S-K et al (2018) Design of DRAM-NAND flash hybrid main memory and Q-learning-based prefetching method. J Supercomput 74(10):5293\u20135313","journal-title":"J Supercomput"},{"key":"3050_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/144965.145006","volume":"23","author":"JWC Fu","year":"1992","unstructured":"Fu JWC, Patel JH, Janssens BL (1992) Stride directed prefetching in scalar processors. ACM SIGMICRO Newsl 23:1\u20132","journal-title":"ACM SIGMICRO Newsl"},{"key":"3050_CR18","doi-asserted-by":"crossref","unstructured":"Nesbit KJ, Smith JE (2004) Data cache prefetching using a global history buffer. In: IEE Proceedings Software, IEEE","DOI":"10.1109\/MM.2005.6"},{"key":"3050_CR19","volume-title":"Data analysis and regression: a second course in statistics","author":"F Mosteller","year":"1977","unstructured":"Mosteller F, Tukey JW (1977) Data analysis and regression: a second course in statistics. Addison-Wesley, Reading"},{"key":"3050_CR20","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511790942","volume-title":"Data analysis using regression and multilevel\/hierarchical models","author":"A Gelman","year":"2006","unstructured":"Gelman A, Hill J (2006) Data analysis using regression and multilevel\/hierarchical models. Cambridge University Press, Cambridge"},{"key":"3050_CR21","doi-asserted-by":"crossref","unstructured":"Caruana R, Niculescu-Mizil A (2006) An empirical comparison of supervised learning algorithms. In: ICML, pp 161\u2013168","DOI":"10.1145\/1143844.1143865"},{"key":"3050_CR22","first-page":"2024","volume":"18","author":"G Peters","year":"1975","unstructured":"Peters G, Wilkinson JH (1975) On the stability of Gauss\u2013Jordan elimination with pivoting. Commun Assoc Comput Mach 18:2024","journal-title":"Commun Assoc Comput Mach"},{"key":"3050_CR23","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.neunet.2014.09.003","volume":"61","author":"J Schmidhuber","year":"2015","unstructured":"Schmidhuber J (2015) Deep learning in neural networks: an overview. Neural Netw 61:85\u2013117","journal-title":"Neural Netw"},{"key":"3050_CR24","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1109\/TPAMI.2002.1017616","volume":"7","author":"T Kanungo","year":"2002","unstructured":"Kanungo T et al (2002) An efficient k-means clustering algorithm: analysis and implementation. IEEE Trans Pattern Anal Mach Intell 7:881\u2013892","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"3050_CR25","doi-asserted-by":"crossref","unstructured":"Kisilevich S, Mansmann F, Keim D (2010) P-DBSCAN: a density based clustering algorithm for exploration and analysis of attractive areas using collections of geo-tagged photos. In: Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research and Application, ACM","DOI":"10.1145\/1823854.1823897"},{"key":"3050_CR26","unstructured":"Ester M et al (1996) A density-based algorithm for discovering clusters in large spatial databases with noise. In: Kdd, vol 96, no 34"},{"key":"3050_CR27","unstructured":"MacQueen J (1967) Some methods for classification and analysis of multivariate observations. In: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, vol 1, no 14"},{"key":"3050_CR28","unstructured":"Bellard F (2005) QEMU, a fast and portable dynamic translator. In: USENIX Annual Technical Conference, FREENIX Track, pp 41\u201346"},{"key":"3050_CR29","doi-asserted-by":"crossref","unstructured":"Kim Y et al (2009) Flashsim: a simulator for nand flash-based solid-state drives. In: First International Conference on Advances in System Simulation, 2009, SIMUL09, IEEE","DOI":"10.1109\/SIMUL.2009.17"},{"key":"3050_CR30","doi-asserted-by":"crossref","unstructured":"Cooper BF, Silberstein A, Tam E, Ramakrish-nan R, Sears R (2010) Benchmarking cloud serving systems with YCSB. In: Proceedings of the 1st ACM Symposium on Cloud Computing, ACM, pp 143\u2013154","DOI":"10.1145\/1807128.1807152"},{"key":"3050_CR31","unstructured":"Chen S, Gibbons PB, Nath S (2011) Rethinking database algorithms for phase change memory. In: Proceedings of CIDR"},{"key":"3050_CR32","doi-asserted-by":"crossref","unstructured":"Lu G, Nam YJ, Du DHC (2012) BloomStore: bloom-filter based memory-efficient key-value store for indexing of data deduplication on flash. In: 2012 IEEE 28th Symposium on Mass Storage Systems and Technologies (MSST), IEEE","DOI":"10.1109\/MSST.2012.6232390"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-019-03050-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11227-019-03050-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-019-03050-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,29]],"date-time":"2020-10-29T00:40:55Z","timestamp":1603932055000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11227-019-03050-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,30]]},"references-count":32,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,1]]}},"alternative-id":["3050"],"URL":"https:\/\/doi.org\/10.1007\/s11227-019-03050-x","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"type":"print","value":"0920-8542"},{"type":"electronic","value":"1573-0484"}],"subject":[],"published":{"date-parts":[[2019,10,30]]},"assertion":[{"value":"30 October 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}