{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,4]],"date-time":"2025-11-04T15:59:14Z","timestamp":1762271954537},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,9,9]],"date-time":"2015-09-09T00:00:00Z","timestamp":1441756800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"name":"FNR (Luxembourg) and NCBiR (Poland)","award":["INTER\/POLLUX\/ 13\/6466384"],"award-info":[{"award-number":["INTER\/POLLUX\/ 13\/6466384"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Grid Computing"],"published-print":{"date-parts":[[2016,3]]},"DOI":"10.1007\/s10723-015-9345-8","type":"journal-article","created":{"date-parts":[[2015,9,9]],"date-time":"2015-09-09T10:00:53Z","timestamp":1441792853000},"page":"153-170","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Time and Energy Performance of Parallel Systems with Hierarchical Memory"],"prefix":"10.1007","volume":"14","author":[{"given":"J\u0119drzej M.","family":"Marsza\u0142kowski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maciej","family":"Drozdowski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jakub","family":"Marsza\u0142kowski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,9,9]]},"reference":[{"key":"9345_CR1","doi-asserted-by":"crossref","first-page":"928","DOI":"10.1016\/j.procs.2013.05.258","volume":"18","author":"M Abdullah","year":"2013","unstructured":"Abdullah, M., Othman, M.: Cost-based multi-QoS job scheduling using divisible load theory in cloud computing. Procedia Comput. Sci. 18, 928\u2013935 (2013)","journal-title":"Procedia Comput. Sci."},{"key":"9345_CR2","doi-asserted-by":"crossref","unstructured":"Abello, J., Scott Vitter, J. (eds.): External Memory Algorithms. DIMACS Series in Discrete Mathematics and Theoretical Computer Science. AMS (1999)","DOI":"10.1090\/dimacs\/050"},{"issue":"12","key":"9345_CR3","doi-asserted-by":"crossref","first-page":"1627","DOI":"10.1109\/12.9739","volume":"37","author":"R Agrawal","year":"1988","unstructured":"Agrawal, R., Jagadish, H.: Partitioning techniques for large-grained parallelism. IEEE Trans. Comput. 37(12), 1627\u20131634 (1988)","journal-title":"IEEE Trans. Comput."},{"key":"9345_CR4","unstructured":"Apache Software Foundation: Hbase and MapReduce. https:\/\/hbase.apache.org\/book\/mapreduce.html (2014)"},{"issue":"3","key":"9345_CR5","doi-asserted-by":"crossref","first-page":"450","DOI":"10.1016\/j.jpdc.2010.12.004","volume":"71","author":"J Berlinska","year":"2011","unstructured":"Berlinska, J., Drozdowski, M.: Scheduling divisible MapReduce computations. J. Parallel Distrib. Comput. 71(3), 450\u2013459 (2011)","journal-title":"J. Parallel Distrib. Comput."},{"key":"9345_CR6","volume-title":"Scheduling divisible loads in parallel and distributed systems","author":"V Bharadwaj","year":"1996","unstructured":"Bharadwaj, V., Ghose, D., Mani, V., Robertazzi, T.: Scheduling divisible loads in parallel and distributed systems. IEEE Computer Society Press, Los Alamitos (1996)"},{"issue":"7","key":"9345_CR7","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1109\/MC.2010.198","volume":"43","author":"J Carter","year":"2010","unstructured":"Carter, J., Rajamani, K.: Designing energy-efficient servers and data centers. Computer 43(7), 76\u201378 (2010)","journal-title":"Computer"},{"issue":"6","key":"9345_CR8","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1109\/7.18637","volume":"24","author":"Y Cheng","year":"1988","unstructured":"Cheng, Y., Robertazzi, T.: Distributed computation with communication delay. IEEE Trans. Aerosp. Electron. Syst. 24(6), 700\u2013712 (1988)","journal-title":"IEEE Trans. Aerosp. Electron. Syst."},{"key":"9345_CR9","unstructured":"Dean, J., Ghemawat, S.: MapReduce: Simplified data processing on large clusters. In: OSDI\u201904: Sixth Symposium on Operating System Design and Implementation, pp. 137\u2013150 (2004)"},{"key":"9345_CR10","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.future.2014.03.006","volume":"36","author":"B Dorronsoro","year":"2014","unstructured":"Dorronsoro, B., Danoy, G., Bouvry, P.: Special issue: Energy-efficiency in large distributed computing architectures. Futur. Gener. Comput. Syst. 36, 187\u2013188 (2014)","journal-title":"Futur. Gener. Comput. Syst."},{"issue":"3","key":"9345_CR11","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1007\/s00778-013-0319-9","volume":"23","author":"C Doulkeridis","year":"2014","unstructured":"Doulkeridis, C., Norvag, K.: A survey of large-scale analytical query processing in MapReduce. VLDB J. 23(3), 355\u2013380 (2014)","journal-title":"VLDB J."},{"key":"9345_CR12","doi-asserted-by":"crossref","unstructured":"Drozdowski, M.: Scheduling for Parallel Processing. Springer-Verlag New York Inc (2009)","DOI":"10.1007\/978-1-84882-310-5"},{"key":"9345_CR13","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/j.future.2013.07.004","volume":"36","author":"M Drozdowski","year":"2014","unstructured":"Drozdowski, M., Marszalkowski, J.M., Marszalkowski, J.: Energy trade-offs analysis using equal-energy maps. Futur. Gener. Comput. Syst. 36, 311\u2013321 (2014)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"9345_CR14","doi-asserted-by":"crossref","unstructured":"Drozdowski, M., Wolniewicz, P.: Experiments with scheduling divisible tasks in clusters of workstations. In: Bode, A., Ludwig, T., Karl, W., Wismuller, R. (eds.) Proceedings of the 6th International Euro-Par Conference on Parallel Processing, LNCS 1900, pp. 311\u2013319. Springer-Verlag (2000)","DOI":"10.1007\/3-540-44520-X_40"},{"issue":"10","key":"9345_CR15","doi-asserted-by":"crossref","first-page":"1048","DOI":"10.1109\/TPDS.2003.1239872","volume":"14","author":"M Drozdowski","year":"2003","unstructured":"Drozdowski, M., Wolniewicz, P.: Out-of-core divisible load processing. IEEE Trans. Parallel Distrib. Comput. 14(10), 1048\u20131056 (2003)","journal-title":"IEEE Trans. Parallel Distrib. Comput."},{"issue":"1","key":"9345_CR16","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1109\/MC.2011.15","volume":"44","author":"S Fuller","year":"2011","unstructured":"Fuller, S., Millett, L.: Computing performance: Game over or next level? Computer 44(1), 31\u201338 (2011)","journal-title":"Computer"},{"key":"9345_CR17","doi-asserted-by":"crossref","unstructured":"Ghanbari, S., Othman, M.: Comprehensive review on divisible load theory: Concepts, strategies, and approaches. Math. Probl. Eng. 2014 (2014)","DOI":"10.1155\/2014\/460354"},{"issue":"9","key":"9345_CR18","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1109\/MC.2014.233","volume":"47","author":"H Hunter","year":"2014","unstructured":"Hunter, H., Lastras-Montano, L., Bhattacharjee, B.: Adapting server systems for new memory technologies. Computer 47(9), 78\u201384 (2014)","journal-title":"Computer"},{"issue":"1","key":"9345_CR19","doi-asserted-by":"crossref","first-page":"820","DOI":"10.1109\/TAES.2012.6129672","volume":"48","author":"GN Iyer","year":"2012","unstructured":"Iyer, G.N., Veeravalli, B., Krishnamoorthy, S.G.: On handling large-scale polynomial multiplications in compute cloud environments using divisible load paradigm. IEEE Trans. Aerosp. Electron. Syst. 48(1), 820\u2013831 (2012)","journal-title":"IEEE Trans. Aerosp. Electron. Syst."},{"key":"9345_CR20","doi-asserted-by":"crossref","unstructured":"Jose, J., Potluri, S., Subramoni, H., Lu, X., Hamidouche, K., Schulz, K., Sundar, H., Panda, D.: Designing scalable out-of-core sorting with hybrid MPI+PGAS programming models. In: Proceedings of 8th International Conference on Partitioned Global Address Space Programming Models, p. 9. ACM (2014)","DOI":"10.1145\/2676870.2676880"},{"issue":"2","key":"9345_CR21","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/MSPEC.2009.4768855","volume":"46","author":"R Katz","year":"2009","unstructured":"Katz, R.: Tech titans building boom. IEEE Spectr. 46(2), 40\u201354 (2009)","journal-title":"IEEE Spectr."},{"issue":"2","key":"9345_CR22","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1109\/MSPEC.2011.5693074","volume":"48","author":"P Kogge","year":"2011","unstructured":"Kogge, P.: The tops in the flops. IEEE Spectr. 48(2), 48\u201354 (2011)","journal-title":"IEEE Spectr."},{"issue":"11","key":"9345_CR23","doi-asserted-by":"crossref","first-page":"1427","DOI":"10.1016\/j.jpdc.2011.07.004","volume":"71","author":"V Kundeti","year":"2011","unstructured":"Kundeti, V., Rajasekaran, S.: Efficient out-of-core sorting algorithms for the parallel disks model. J. Parallel Distrib. Comput. 71(11), 1427\u20131433 (2011)","journal-title":"J. Parallel Distrib. Comput."},{"issue":"4","key":"9345_CR24","first-page":"11","volume":"40","author":"KH Lee","year":"2011","unstructured":"Lee, K.H., Lee, Y.J., Choi, H., Chung, Y.D., Moon, B.: Parallel data processing with MapReduce: A survey. ACM SIGMOD Rec. 40(4), 11\u201320 (2011)","journal-title":"ACM SIGMOD Rec."},{"issue":"2","key":"9345_CR25","first-page":"10","volume":"25","author":"X Li","year":"2003","unstructured":"Li, X., Veeravalli, B., Ko, C.: Distributed image processing on a network of workstations. Int. J. Comput. Appl. 25(2), 10 (2003)","journal-title":"Int. J. Comput. Appl."},{"key":"9345_CR26","doi-asserted-by":"crossref","unstructured":"Lin, J., Dyer, C.: Data-Intensive Text Processing with MapReduce. Morgan & Claypool (2010)","DOI":"10.3115\/1620950.1620951"},{"key":"9345_CR27","doi-asserted-by":"crossref","unstructured":"Mei, X., Zhao, K., Liu, C., Chu, X.: Benchmarking the memory hierarchy of modern GPUs. In: Network and Parallel Computing, pp. 144\u2013156. Springer (2014)","DOI":"10.1007\/978-3-662-44917-2_13"},{"issue":"2","key":"9345_CR28","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1007\/s10723-007-9075-7","volume":"5","author":"RT Mills","year":"2007","unstructured":"Mills, R.T., Yue, C., Stathopoulos, A., Nikolopoulos, D.S.: Runtime and programming support for memory adaptation in scientific applications via local disk and remote memory. J. Grid Comput. 5(2), 213\u2013234 (2007)","journal-title":"J. Grid Comput."},{"key":"9345_CR29","unstructured":"Moges, M., Ramirez, L., Gamboa, C., Robertazzi, T.: Monetary cost and energy use optimization in divisible load processing. In: Proceedings of the 2004 Conference on Information Sciences and Systems, p. 6. Princeton University (2004)"},{"key":"9345_CR30","unstructured":"MongoDB Inc: Mongo db manual 2.4. http:\/\/docs.mongodb.org\/manual\/core\/map-reduce\/ (2014)"},{"issue":"4","key":"9345_CR31","doi-asserted-by":"crossref","first-page":"653","DOI":"10.1007\/s10723-013-9258-3","volume":"11","author":"S Nesmachnow","year":"2013","unstructured":"Nesmachnow, S., Dorronsoro, B., Pecero, J.E., Bouvry, P.: Energy-aware scheduling on multicore heterogeneous grid computing systems. J. Grid Comput. 11(4), 653\u2013680 (2013)","journal-title":"J. Grid Comput."},{"key":"9345_CR32","doi-asserted-by":"crossref","unstructured":"Plattner, H.: Changes in hardware. In: A Course in In-Memory Data Management, pp 23\u201332. Springer (2014)","DOI":"10.1007\/978-3-642-55270-0_4"},{"issue":"2","key":"9345_CR33","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1007\/s10723-014-9292-9","volume":"12","author":"MB Qureshi","year":"2014","unstructured":"Qureshi, M.B., Dehnavi, M., Min-Allah, N., Qureshi, M.S., Hussain, H., Rentifis, I., Tziritas, N., Loukopoulos, T., Khan, S., Xu, C.Z., Zomaya, A.: Survey on grid resource allocation mechanisms. J. Grid Comput. 12(2), 399\u2013441 (2014)","journal-title":"J. Grid Comput."},{"issue":"5","key":"9345_CR34","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1109\/MC.2003.1198238","volume":"36","author":"T Robertazzi","year":"2003","unstructured":"Robertazzi, T.: Ten reasons to use divisible load theory. Computer 36(5), 63\u201368 (2003)","journal-title":"Computer"},{"key":"9345_CR35","unstructured":"Robertazzi, T.: Divisible Load Scheduling. http:\/\/www.ece.sunysb.edu\/tom\/dlt.html (2014)"},{"issue":"2","key":"9345_CR36","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1145\/384192.384193","volume":"33","author":"J Scott Vitter","year":"2001","unstructured":"Scott Vitter, J.: External memory algorithms and data structures: Dealing with massive data. ACM Comput. Surv. 33(2), 209\u2013271 (2001)","journal-title":"ACM Comput. Surv."},{"issue":"3","key":"9345_CR37","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1109\/71.674315","volume":"9","author":"J Sohn","year":"1998","unstructured":"Sohn, J., Robertazzi, T., Luryi, S.: Optimizing computing costs using divisible load analysis. IEEE Trans. Parallel Distrib. Syst. 9(3), 225\u2013234 (1998)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"9345_CR38","doi-asserted-by":"crossref","unstructured":"Sun, G.: Exploring Memory Hierarchy Design with Emerging Memory Technologies, Lecture Notes in Electrical Engineering, vol. 267. Springer International Publishing (2014)","DOI":"10.1007\/978-3-319-00681-9"},{"issue":"8","key":"9345_CR39","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/MC.2013.222","volume":"46","author":"S Swanson","year":"2013","unstructured":"Swanson, S., Caulfield, A.: Refactor, reduce, recycle: Restructuring the I\/O stack for the future of storage. Computer 46(8), 52\u201359 (2013)","journal-title":"Computer"},{"key":"9345_CR40","unstructured":"White, T.: Hadoop: The Definitive Guide. O\u2019Reilly (2012)"},{"key":"9345_CR41","doi-asserted-by":"crossref","unstructured":"Ye, Y., Du Zhihuiand Bader, D., Yang, Q., Huo, W.: GPUMemsort: A high performance graphic co-processors sorting algorithm for large scale in-memory data. GSTF Int. J. Comput. 1(2) (2011)","DOI":"10.5176\/2010-2283_1.2.34"},{"key":"9345_CR42","unstructured":"Zaharia, M., Chowdhury, M., Franklin, M.J., Shenker, S., Stoica, I.: Spark: Cluster computing with working sets. In: Proceedings of the 2nd USENIX conference on Hot topics in cloud computing, pp 10\u201310 (2010)"}],"container-title":["Journal of Grid Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-015-9345-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10723-015-9345-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-015-9345-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,30]],"date-time":"2019-08-30T08:49:23Z","timestamp":1567154963000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10723-015-9345-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9,9]]},"references-count":42,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,3]]}},"alternative-id":["9345"],"URL":"https:\/\/doi.org\/10.1007\/s10723-015-9345-8","relation":{},"ISSN":["1570-7873","1572-9184"],"issn-type":[{"value":"1570-7873","type":"print"},{"value":"1572-9184","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,9,9]]}}}