{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T09:49:32Z","timestamp":1776678572783,"version":"3.51.2"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032104588","type":"print"},{"value":"9783032104595","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,16]],"date-time":"2025-11-16T00:00:00Z","timestamp":1763251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-10459-5_13","type":"book-chapter","created":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:06:59Z","timestamp":1763190419000},"page":"157-169","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["upTSA: A DIMM-Based Near Data Processing Accelerator for\u00a0Time Series Analysis"],"prefix":"10.1007","author":[{"given":"Shunchen","family":"Shi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fan","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qijia","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohui","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xueqi","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ninghui","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,11,16]]},"reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Ajayi, T., Chhabria, V.A., Foga\u00e7a, M., Hashemi, S., Hosny, A., et\u00a0al.: Toward an open-source digital flow: first learnings from the openroad project. In: Proceedings of the 56th Annual Design Automation Conference, pp.\u00a01\u20134 (2019)","DOI":"10.1145\/3316781.3326334"},{"key":"13_CR2","doi-asserted-by":"crossref","unstructured":"Das, P., Sutradhar, P.R., Indovina, M., Dinakarrao, S.M.P., Ganguly, A.: Implementation and evaluation of deep neural networks in commercially available processing in memory hardware. In: 2022 IEEE 35th International System-on-Chip Conference (SOCC), pp.\u00a01\u20136 (2022)","DOI":"10.1109\/SOCC56010.2022.9908126"},{"key":"13_CR3","doi-asserted-by":"crossref","unstructured":"Devaux, F.: The true processing in memory accelerator. In: 2019 IEEE Hot Chips 31 Symposium (HCS), pp. 1\u201324 (2019)","DOI":"10.1109\/HOTCHIPS.2019.8875680"},{"key":"13_CR4","doi-asserted-by":"crossref","unstructured":"Diab, S., Nassereldine, A., Alser, M., G\u00f3mez\u00a0Luna, J., Mutlu, O., El\u00a0Hajj, I.: A framework for high-throughput sequence alignment using real processing-in-memory systems. Bioinformatics 39(5), btad155 (2023)","DOI":"10.1093\/bioinformatics\/btad155"},{"key":"13_CR5","doi-asserted-by":"crossref","unstructured":"Fernandez, I., et al.: Natsa: a near-data processing accelerator for time series analysis. In: 2020 IEEE 38th International Conference on Computer Design (ICCD), pp. 120\u2013129 (2020)","DOI":"10.1109\/ICCD50377.2020.00035"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Giannoula, C., Fernandez, I., Luna, J.G., Koziris, N., Goumas, G., Mutlu, O.: Sparsep: towards efficient sparse matrix vector multiplication on real processing-in-memory architectures. Proc. ACM Meas. Anal. Comput. Syst. 6(1) (2022)","DOI":"10.1145\/3508041"},{"key":"13_CR7","doi-asserted-by":"publisher","first-page":"52565","DOI":"10.1109\/ACCESS.2022.3174101","volume":"10","author":"J G\u00f3mez-Luna","year":"2022","unstructured":"G\u00f3mez-Luna, J., Hajj, I.E., Fernandez, I., Giannoula, C., Oliveira, G.F., Mutlu, O.: Benchmarking a new paradigm: Experimental analysis and characterization of a real processing-in-memory system. IEEE Access 10, 52565\u201352608 (2022)","journal-title":"IEEE Access"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Ke, L., et al.: Recnmp: accelerating personalized recommendation with near-memory processing. In: 2020 ACM\/IEEE 47th Annual International Symposium on Computer Architecture (ISCA), pp. 790\u2013803 (2020)","DOI":"10.1109\/ISCA45697.2020.00070"},{"key":"13_CR9","doi-asserted-by":"crossref","unstructured":"Kwon, Y., Lee, Y., Rhu, M.: Tensordimm: a practical near-memory processing architecture for embeddings and tensor operations in deep learning. In: Proceedings of the 52nd Annual IEEE\/ACM International Symposium on Microarchitecture, pp. 740\u2013753 (2019)","DOI":"10.1145\/3352460.3358284"},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Lavenier, D., Cimadomo, R., Jodin, R.: Variant calling parallelization on processor-in-memory architecture. In: 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 204\u2013207 (2020)","DOI":"10.1109\/BIBM49941.2020.9313351"},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Luo, H., Tu\u011frul, Y.C., Bostanc\u0131, F.N., Olgun, A., Ya\u011fl\u0131k\u00e7\u0131, A.G., Mutlu, O.: Ramulator 2.0: a modern, modular, and extensible dram simulator. IEEE Comput. Archit. Lett. 23(1), 112\u2013116 (2024)","DOI":"10.1109\/LCA.2023.3333759"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Park, S.S., et al.: An lpddr-based cxl-pnm platform for tco-efficient inference of transformer-based large language models. In: 2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA), pp. 970\u2013982 (2024)","DOI":"10.1109\/HPCA57654.2024.00078"},{"key":"13_CR13","doi-asserted-by":"publisher","first-page":"10178","DOI":"10.1007\/s11227-023-05060-2","volume":"79","author":"R Quislant","year":"2023","unstructured":"Quislant, R., Fernandez, I., Gutierrez, E., Plata, O.: Time series analysis acceleration with advanced vectorization extensions. J. Supercomput. 79, 10178\u201310207 (2023)","journal-title":"J. Supercomput."},{"key":"13_CR14","doi-asserted-by":"publisher","unstructured":"Shumway, R.H., Stoffer, D.S., Stoffer, D.S.: Time Series Analysis and Its Applications, vol.\u00a03. Springer, Cham (2000). https:\/\/doi.org\/10.1007\/978-3-319-52452-8","DOI":"10.1007\/978-3-319-52452-8"},{"issue":"2","key":"13_CR15","first-page":"204","volume":"15","author":"CD Truong","year":"2019","unstructured":"Truong, C.D., Anh, D.T.: A survey on time series motif discovery. Int. J. Bus. Intell. Data Min. 15(2), 204\u2013227 (2019)","journal-title":"Int. J. Bus. Intell. Data Min."},{"key":"13_CR16","doi-asserted-by":"crossref","unstructured":"Yeh, C.C.M., et al.: Matrix profile i: all pairs similarity joins for time series: a unifying view that includes motifs, discords and shapelets. In: 2016 IEEE 16th International Conference on Data Mining (ICDM), pp. 1317\u20131322 (2016)","DOI":"10.1109\/ICDM.2016.0179"},{"key":"13_CR17","doi-asserted-by":"crossref","unstructured":"Zhu, Y., Yeh, C.C.M., Zimmerman, Z., Kamgar, K., Keogh, E.: Matrix profile xi: scrimp++: time series motif discovery at interactive speeds. In: 2018 IEEE International Conference on Data Mining (ICDM), pp. 837\u2013846 (2018)","DOI":"10.1109\/ICDM.2018.00099"}],"container-title":["Lecture Notes in Computer Science","Network and Parallel Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-10459-5_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T08:55:15Z","timestamp":1776675315000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-10459-5_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,16]]},"ISBN":["9783032104588","9783032104595"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-10459-5_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,16]]},"assertion":[{"value":"16 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"NPC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Network and Parallel Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Nha Trang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 November 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"npc2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.npc-conference.com\/#\/npc2025","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}