{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T18:30:25Z","timestamp":1777487425269,"version":"3.51.4"},"reference-count":77,"publisher":"Association for Computing Machinery (ACM)","issue":"10","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Proc. VLDB Endow."],"published-print":{"date-parts":[[2022,6]]},"abstract":"<jats:p>Today's Hybrid Transactional and Analytical Processing (HTAP) systems, tackle the ever-growing data in combination with a mixture of transactional and analytical workloads. While optimizing for aspects such as data freshness and performance isolation, they build on the traditional data-to-code principle and may trigger massive cold data transfers that impair the overall performance and scalability. Firstly, in this paper we show that Near-Data Processing (NDP) naturally fits in the HTAP design space. Secondly, we propose an NDP database architecture, allowing transactionally consistent in-situ executions of analytical operations in HTAP settings. We evaluate the proposed architecture in state-of-the-art key\/value-stores and multi-versioned DBMS. In contrast to traditional setups, our approach yields robust, resource- and cost-efficient performance.<\/jats:p>","DOI":"10.14778\/3547305.3547307","type":"journal-article","created":{"date-parts":[[2022,9,7]],"date-time":"2022-09-07T16:09:53Z","timestamp":1662566993000},"page":"1991-2004","source":"Crossref","is-referenced-by-count":29,"title":["Near-data processing in database systems on native computational storage under HTAP workloads"],"prefix":"10.14778","volume":"15","author":[{"given":"Tobias","family":"Vin\u00e7on","sequence":"first","affiliation":[{"name":"Reutlingen University"}]},{"given":"Christian","family":"Kn\u00f6dler","sequence":"additional","affiliation":[{"name":"Reutlingen University"}]},{"given":"Leonardo","family":"Solis-Vasquez","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Darmstadt"}]},{"given":"Arthur","family":"Bernhardt","sequence":"additional","affiliation":[{"name":"Reutlingen University"}]},{"given":"Sajjad","family":"Tamimi","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Darmstadt"}]},{"given":"Lukas","family":"Weber","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Darmstadt"}]},{"given":"Florian","family":"Stock","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Darmstadt"}]},{"given":"Andreas","family":"Koch","sequence":"additional","affiliation":[{"name":"Technische Universit\u00e4t Darmstadt"}]},{"given":"Ilia","family":"Petrov","sequence":"additional","affiliation":[{"name":"Reutlingen University"}]}],"member":"320","published-online":{"date-parts":[[2022,9,7]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"[n.d.]. RISC-V. https:\/\/riscv.org\/.  [n.d.]. RISC-V. https:\/\/riscv.org\/."},{"key":"e_1_2_1_2_1","unstructured":"[n.d.]. SPDK. https:\/\/spdk.io.  [n.d.]. SPDK. https:\/\/spdk.io."},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/291069.291026"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2610502"},{"key":"e_1_2_1_5_1","volume-title":"Proc. CIDR.","author":"Alonso Gustavo","year":"2020","unstructured":"Gustavo Alonso , Timothy Roscoe , David Cock , Mohsen Ewaida , Kaan Kara , Dario Korolija , David Sidler , and Zeke Wang . 2020 . Tackling Hardware\/Software co-design from a database perspective . In Proc. CIDR. Gustavo Alonso, Timothy Roscoe, David Cock, Mohsen Ewaida, Kaan Kara, Dario Korolija, David Sidler, and Zeke Wang. 2020. Tackling Hardware\/Software co-design from a database perspective. In Proc. CIDR."},{"key":"e_1_2_1_6_1","volume-title":"Proc. CIDR.","author":"Appuswamy Raja","year":"2017","unstructured":"Raja Appuswamy , Manos Karpathiotakis , Danica Porobic , and Anastasia Ailamaki . 2017 . The case for heterogeneous HTAP . In Proc. CIDR. Raja Appuswamy, Manos Karpathiotakis, Danica Porobic, and Anastasia Ailamaki. 2017. The case for heterogeneous HTAP. In Proc. CIDR."},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2465296"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2773607"},{"key":"e_1_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2915231"},{"key":"e_1_2_1_10_1","volume-title":"Babarinsa and Stratos Idreos","author":"Oreoluwatomiwa","year":"2015","unstructured":"Oreoluwatomiwa O. Babarinsa and Stratos Idreos . 2015 . JAFAR : Near-Data Processing for Databases. In Proc. SIGMOD. Oreoluwatomiwa O. Babarinsa and Stratos Idreos. 2015. JAFAR : Near-Data Processing for Databases. In Proc. SIGMOD."},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3429357.3430519"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00290"},{"key":"e_1_2_1_13_1","volume-title":"Proc. EDBT.","author":"Bernhardt A.","unstructured":"A. Bernhardt , S. Tamimi , F. Stock , A. Koch , T. Vincon , and I. Petrov . 2022. Cache-Coherent Shared Locking for Transactionally Consistent Updates in Near-Data Processing DBMS on Smart Storage . In Proc. EDBT. A. Bernhardt, S. Tamimi, F. Stock, A. Koch, T. Vincon, and I. Petrov. 2022. Cache-Coherent Shared Locking for Transactionally Consistent Updates in Near-Data Processing DBMS on Smart Storage. In Proc. EDBT."},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/356842.356846"},{"key":"e_1_2_1_15_1","unstructured":"Matias Bj\u00f8rling Javier Gonzalez and Philippe Bonnet. 2017. LightNVM: The Linux Open-Channel SSD Subsystem. FAST.  Matias Bj\u00f8rling Javier Gonzalez and Philippe Bonnet. 2017. LightNVM: The Linux Open-Channel SSD Subsystem. FAST."},{"key":"e_1_2_1_16_1","volume-title":"DeWitt","author":"Boral Haran","year":"1989","unstructured":"Haran Boral and David J . DeWitt . 1989 . Parallel Architectures for Database Systems. In Database Machines, A. R. Hurson, L. L. Miller, and S. H. Pakzad (Eds.). Springer Berlin Heidelberg , Chapter Database Machines: An Idea Whose Time Has Passed? A Critique of the Future of Database Machines, 11--28. Haran Boral and David J. DeWitt. 1989. Parallel Architectures for Database Systems. In Database Machines, A. R. Hurson, L. L. Miller, and S. H. Pakzad (Eds.). Springer Berlin Heidelberg, Chapter Database Machines: An Idea Whose Time Has Passed? A Critique of the Future of Database Machines, 11--28."},{"key":"e_1_2_1_17_1","volume-title":"Polynesia: Enabling Effective Hybrid Transactional\/Analytical Databases with Specialized Hardware\/Software Co-Design. CoRR abs\/2103.00798","author":"Boroumand Amirali","year":"2021","unstructured":"Amirali Boroumand , Saugata Ghose , Geraldo F. Oliveira , and Onur Mutlu . 2021 . Polynesia: Enabling Effective Hybrid Transactional\/Analytical Databases with Specialized Hardware\/Software Co-Design. CoRR abs\/2103.00798 (2021). arXiv:2103.00798 https:\/\/arxiv.org\/abs\/2103.00798 Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, and Onur Mutlu. 2021. Polynesia: Enabling Effective Hybrid Transactional\/Analytical Databases with Specialized Hardware\/Software Co-Design. CoRR abs\/2103.00798 (2021). arXiv:2103.00798 https:\/\/arxiv.org\/abs\/2103.00798"},{"key":"e_1_2_1_18_1","volume-title":"A Faster Algorithm for Betweenness Centrality. Journal of Mathematical Sociology","author":"Brandes Ulrik","year":"2001","unstructured":"Ulrik Brandes . 2001. A Faster Algorithm for Betweenness Centrality. Journal of Mathematical Sociology ( 2001 ). Ulrik Brandes. 2001. A Faster Algorithm for Betweenness Centrality. Journal of Mathematical Sociology (2001)."},{"key":"e_1_2_1_19_1","volume-title":"Proc. FAST. 29--41","author":"Cao Wei","year":"2020","unstructured":"Wei Cao , Yang Liu , Zhushi Cheng , Ning Zheng , Wei Li , Wenjie Wu , Linqiang Ouyang , Peng Wang , Yijing Wang , Ray Kuan , Zhenjun Liu , Feng Zhu , and Tong Zhang . 2020 . POLARDB meets computational storage: Efficiently support analytical workloads in cloud-native relational database . In Proc. FAST. 29--41 . Wei Cao, Yang Liu, Zhushi Cheng, Ning Zheng, Wei Li, Wenjie Wu, Linqiang Ouyang, Peng Wang, Yijing Wang, Ray Kuan, Zhenjun Liu, Feng Zhu, and Tong Zhang. 2020. POLARDB meets computational storage: Efficiently support analytical workloads in cloud-native relational database. In Proc. FAST. 29--41."},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3196927"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/FCCM.2013.46"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2465295"},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3329785.3329925"},{"key":"e_1_2_1_24_1","doi-asserted-by":"crossref","unstructured":"Siying Dong Andrew Kryczka Yanqin Jin and Michael Stumm. 2021. Evolution of Development Priorities in Key-value Stores Serving Large-scale Applications: The RocksDB Experience. In FAST).  Siying Dong Andrew Kryczka Yanqin Jin and Michael Stumm. 2021. Evolution of Development Priorities in Key-value Stores Serving Large-scale Applications: The RocksDB Experience. In FAST).","DOI":"10.1145\/3483840"},{"key":"e_1_2_1_25_1","unstructured":"Facebook Inc. MyRocks. 2021. Transaction Isolation in MyRocks. https:\/\/github.com\/facebook\/mysql-5.6\/wiki\/Transaction-Isolation.  Facebook Inc. MyRocks. 2021. Transaction Isolation in MyRocks. https:\/\/github.com\/facebook\/mysql-5.6\/wiki\/Transaction-Isolation."},{"key":"e_1_2_1_26_1","first-page":"28","article-title":"The SAP HANA Database - An Architecture Overview","volume":"35","author":"F\u00e4rber Franz","year":"2012","unstructured":"Franz F\u00e4rber , Norman May , Wolfgang Lehner , Philipp Gro\u00dfe , Ingo M\u00fcller , Hannes Rauhe , and Jonathan Dees . 2012 . The SAP HANA Database - An Architecture Overview . IEEE Data Eng. Bull. 35 , 1 (2012), 28 -- 33 . http:\/\/dblp.uni-trier.de\/db\/journals\/debu\/debu35.html{#}FarberMLGMRD12{%}5Cnhttp:\/\/sites.computer.org\/debull\/A12mar\/issue1.htm Franz F\u00e4rber, Norman May, Wolfgang Lehner, Philipp Gro\u00dfe, Ingo M\u00fcller, Hannes Rauhe, and Jonathan Dees. 2012. The SAP HANA Database - An Architecture Overview. IEEE Data Eng. Bull. 35, 1 (2012), 28--33. http:\/\/dblp.uni-trier.de\/db\/journals\/debu\/debu35.html{#}FarberMLGMRD12{%}5Cnhttp:\/\/sites.computer.org\/debull\/A12mar\/issue1.htm","journal-title":"IEEE Data Eng. Bull."},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.14778\/2824032.2824069"},{"key":"e_1_2_1_28_1","unstructured":"Robert Gottstein Ilia Petrov and etal 2017. SIAS-Chains: Snapshot Isolation Append Storage Chains. In ADMS@VLDB.  Robert Gottstein Ilia Petrov and et al. 2017. SIAS-Chains: Snapshot Isolation Append Storage Chains. In ADMS@VLDB."},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.14778\/1921071.1921077"},{"key":"e_1_2_1_30_1","volume-title":"Proc. ISCA.","author":"Gu Boncheol","unstructured":"Boncheol Gu , Andre S. Yoon, and et al. 2016. Biscuit: A Framework for Near-Data Processing of Big Data Workloads . In Proc. ISCA. Boncheol Gu, Andre S. Yoon, and et al. 2016. Biscuit: A Framework for Near-Data Processing of Big Data Workloads. In Proc. ISCA."},{"key":"e_1_2_1_31_1","volume-title":"Buchmann","author":"Hardock Sergey","year":"2016","unstructured":"Sergey Hardock , Ilia Petrov , Robert Gottstein , and Alejandro P . Buchmann . 2016 . Revisiting DBMS Space Management for Native Flash. In Proc. EDBT. Sergey Hardock, Ilia Petrov, Robert Gottstein, and Alejandro P. Buchmann. 2016. Revisiting DBMS Space Management for Native Flash. In Proc. EDBT."},{"key":"e_1_2_1_32_1","volume-title":"Proc. Middlew.","author":"Hemmatpour Masoud","unstructured":"Masoud Hemmatpour , Mohammad Sadoghi , and et al. 2016. Kanzi: A Distributed, In-memory Key-Value Store . In Proc. Middlew. Masoud Hemmatpour, Mohammad Sadoghi, and et al. 2016. Kanzi: A Distributed, In-memory Key-Value Store. In Proc. Middlew."},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.14778\/3137628.3137632"},{"key":"e_1_2_1_34_1","volume-title":"Proc. VLDB.","author":"Jo Insoon","unstructured":"Insoon Jo , Duck-ho Bae , and et al. 2016. YourSQL : A High-Performance Database System Leveraging In-Storage Computing . In Proc. VLDB. Insoon Jo, Duck-ho Bae, and et al. 2016. YourSQL : A High-Performance Database System Leveraging In-Storage Computing. In Proc. VLDB."},{"key":"e_1_2_1_35_1","volume-title":"Hellerstein","author":"Keeton Kimberly","year":"1998","unstructured":"Kimberly Keeton , David A. Patterson , and Joseph M . Hellerstein . 1998 . A Case for Intelligent Disks (IDISKs). SIGMOD Rec . (1998). Kimberly Keeton, David A. Patterson, and Joseph M. Hellerstein. 1998. A Case for Intelligent Disks (IDISKs). SIGMOD Rec. (1998)."},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2011.5767867"},{"key":"e_1_2_1_37_1","volume-title":"Proc. SC.","author":"Jungwon","unstructured":"Jungwon Kim and et al. 2017. PapyrusKV: A High-performance Parallel Key-value Store for Distributed NVM Architectures . In Proc. SC. Jungwon Kim and et al. 2017. PapyrusKV: A High-performance Parallel Key-value Store for Distributed NVM Architectures. In Proc. SC."},{"key":"e_1_2_1_38_1","unstructured":"Sungchan Kim Hyunok Oh and etal [n.d.]. In-storage Processing of Database Scans and Joins. Inf. Sci. 2016 ([n. d.]).  Sungchan Kim Hyunok Oh and et al. [n.d.]. In-storage Processing of Database Scans and Joins. Inf. Sci. 2016 ([n. d.])."},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.07.056"},{"key":"e_1_2_1_40_1","volume-title":"Proc. CIDR.","author":"Kimura Hideaki","year":"2017","unstructured":"Hideaki Kimura , Alkis Simitsis , and Kevin Wilkinson . 2017 . Janus: Transactional processing of navigational and analytical graph queries on many-core servers . In Proc. CIDR. Hideaki Kimura, Alkis Simitsis, and Kevin Wilkinson. 2017. Janus: Transactional processing of navigational and analytical graph queries on many-core servers. In Proc. CIDR."},{"key":"e_1_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3465998.3466013"},{"key":"e_1_2_1_42_1","doi-asserted-by":"crossref","unstructured":"Jens Korinth Jaco Hofmann Carsten Heinz and Andreas Koch. 2019. The TaPaSCo Open-Source Toolflow for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems. In Applied Reconfigurable Computing.  Jens Korinth Jaco Hofmann Carsten Heinz and Andreas Koch. 2019. The TaPaSCo Open-Source Toolflow for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems. In Applied Reconfigurable Computing.","DOI":"10.1007\/978-3-030-17227-5_16"},{"key":"e_1_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2015.7113373"},{"key":"e_1_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.14778\/2824032.2824071"},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-018-0503-z"},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900612"},{"key":"e_1_2_1_47_1","doi-asserted-by":"crossref","unstructured":"Chen Luo. 2020. Breaking Down Memory Walls in LSM-Based Storage Systems. In SIGMOD.  Chen Luo. 2020. Breaking Down Memory Walls in LSM-Based Storage Systems. In SIGMOD.","DOI":"10.1145\/3318464.3384399"},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-019-00555-y"},{"key":"e_1_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3035959"},{"key":"e_1_2_1_50_1","volume-title":"Proc. ISCA","author":"Ming Jun","year":"2015","unstructured":"Sang-woo Jun Ming , Arvind , and et al. 2015. BlueDBM: An Appliance for Big Data Analytics . Proc. ISCA ( 2015 ). Sang-woo Jun Ming, Arvind, and et al. 2015. BlueDBM: An Appliance for Big Data Analytics. Proc. ISCA (2015)."},{"key":"e_1_2_1_51_1","volume-title":"Datenbanksysteme f\u00fcr Business, Technologie und Web (BTW)","author":"M\u00fchlbauer Tobias","year":"2044","unstructured":"Tobias M\u00fchlbauer , Wolf R\u00f6diger , Angelika Reiser , Alfons Kemper , and Thomas Neumann . 2013. ScyPer: a hybrid OLTP&OLAP distributed main memory data-base system for scalable real-time analytics . In Datenbanksysteme f\u00fcr Business, Technologie und Web (BTW) 2044 , Volker Markl, Gunter Saake , Kai-Uwe Sattler, Gregor Hackenbroich, Bernhard Mitschang, Theo H\u00e4rder, and Veit K\u00f6ppen (Eds.). Gesellschaft f\u00fcr Informatik e.V., Bonn , 499--502. Tobias M\u00fchlbauer, Wolf R\u00f6diger, Angelika Reiser, Alfons Kemper, and Thomas Neumann. 2013. ScyPer: a hybrid OLTP&OLAP distributed main memory data-base system for scalable real-time analytics. In Datenbanksysteme f\u00fcr Business, Technologie und Web (BTW) 2044, Volker Markl, Gunter Saake, Kai-Uwe Sattler, Gregor Hackenbroich, Bernhard Mitschang, Theo H\u00e4rder, and Veit K\u00f6ppen (Eds.). Gesellschaft f\u00fcr Informatik e.V., Bonn, 499--502."},{"key":"e_1_2_1_52_1","volume-title":"Umbra: A Disk-Based System with In-Memory Performance. In CIDR.","author":"Neumann Thomas","year":"2020","unstructured":"Thomas Neumann and Michael J Freitag . 2020 . Umbra: A Disk-Based System with In-Memory Performance. In CIDR. Thomas Neumann and Michael J Freitag. 2020. Umbra: A Disk-Based System with In-Memory Performance. In CIDR."},{"key":"e_1_2_1_53_1","first-page":"4","article-title":"The log-structured merge-tree (LSM-tree)","volume":"33","author":"O'Neil Patrick","year":"1996","unstructured":"Patrick O'Neil , Edward Cheng , Dieter Gawlick , and Elizabeth O'Neil . 1996 . The log-structured merge-tree (LSM-tree) . Acta Inform. 33 , 4 (jun 1996), 351--385. Patrick O'Neil, Edward Cheng, Dieter Gawlick, and Elizabeth O'Neil. 1996. The log-structured merge-tree (LSM-tree). Acta Inform. 33, 4 (jun 1996), 351--385.","journal-title":"Acta Inform."},{"key":"e_1_2_1_54_1","unstructured":"OpenSSD Project 2019. COSMOS Project Documentation. OpenSSD Project. http:\/\/www.openssd-project.org\/wiki\/Cosmos_OpenSSD_Technical_Resources.  OpenSSD Project 2019. COSMOS Project Documentation. OpenSSD Project. http:\/\/www.openssd-project.org\/wiki\/Cosmos_OpenSSD_Technical_Resources."},{"key":"e_1_2_1_55_1","volume-title":"Proc. SIGMOD","author":"\u00d6zcan Fatma","year":"2017","unstructured":"Fatma \u00d6zcan , Yuanyuan Tian , and Pinar T\u00f6z\u00fcn . 2017 . Hybrid Transactional\/Analytical Processing: A Survey . In Proc. SIGMOD 2017. 1771--1775. Fatma \u00d6zcan, Yuanyuan Tian, and Pinar T\u00f6z\u00fcn. 2017. Hybrid Transactional\/Analytical Processing: A Survey. In Proc. SIGMOD 2017. 1771--1775."},{"key":"e_1_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2019.00236"},{"key":"e_1_2_1_57_1","unstructured":"Ivan Luiz Picoli and Philippe Bonnet. 2020. Open-Channel SSD (What is it Good For). Cidr (2020).  Ivan Luiz Picoli and Philippe Bonnet. 2020. Open-Channel SSD (What is it Good For). Cidr (2020)."},{"key":"e_1_2_1_58_1","volume-title":"Ross","author":"Polychroniou Orestis","year":"2019","unstructured":"Orestis Polychroniou and Kenneth A . Ross . 2019 . Towards Practical Vectorized Analytical Query Engines (DaMoN'19). Article 10, 7 pages. Orestis Polychroniou and Kenneth A. Ross. 2019. Towards Practical Vectorized Analytical Query Engines (DaMoN'19). Article 10, 7 pages."},{"key":"e_1_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.14778\/2536222.2536233"},{"key":"e_1_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3389783"},{"key":"e_1_2_1_61_1","volume-title":"Proc. VLDB.","author":"Riedel Erik","year":"1998","unstructured":"Erik Riedel , Garth A. Gibson , and Christos Faloutsos . 1998 . Active Storage for Large-Scale Data Mining and Multimedia . In Proc. VLDB. Erik Riedel, Garth A. Gibson, and Christos Faloutsos. 1998. Active Storage for Large-Scale Data Mining and Multimedia. In Proc. VLDB."},{"key":"e_1_2_1_62_1","volume-title":"Adv. Database Technol. - EDBT","volume":"228","author":"Riegger Christian","year":"2020","unstructured":"Christian Riegger , Tobias Vin\u00e7on , Robert Gottstein , and Ilia Petrov . 2020 . MVPBT: Multi-version indexing for large datasets and HTap workloads . In Adv. Database Technol. - EDBT , Vol. 2020-March. 217-- 228 . Christian Riegger, Tobias Vin\u00e7on, Robert Gottstein, and Ilia Petrov. 2020. MVPBT: Multi-version indexing for large datasets and HTap workloads. In Adv. Database Technol. - EDBT, Vol. 2020-March. 217--228."},{"key":"e_1_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.5441\/002\/edbt.2018.65"},{"key":"e_1_2_1_64_1","volume-title":"Willow: A User-Programmable SSD. USENIX, OSDI","author":"Seshadri Sudharsan","year":"2014","unstructured":"Sudharsan Seshadri , Steven Swanson , and 2014 . Willow: A User-Programmable SSD. USENIX, OSDI (2014). Sudharsan Seshadri, Steven Swanson, and et al. 2014. Willow: A User-Programmable SSD. USENIX, OSDI (2014)."},{"key":"e_1_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3058746"},{"key":"e_1_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/2213836.2213946"},{"key":"e_1_2_1_67_1","volume-title":"Proc. EDBT.","author":"Vincon T.","unstructured":"T. Vincon , S. Hardock , C. Riegger , J. Oppermann , A. Koch , and I. Petrov . 2018. NoFTL-KV: Tackling Write-Amplification on KV-Stores with Native Storage Management . In Proc. EDBT. T. Vincon, S. Hardock, C. Riegger, J. Oppermann, A. Koch, and I. Petrov. 2018. NoFTL-KV: Tackling Write-Amplification on KV-Stores with Native Storage Management. In Proc. EDBT."},{"key":"e_1_2_1_68_1","volume-title":"Proc. DaMoN.","author":"Vincon Tobias","year":"2020","unstructured":"Tobias Vincon , Lukas Weber , Arthur Bernhardt , Andreas Koch , and Ilia Petrov . 2020 . nKV: Near-Data Processing with KV-Stores on Native Computational Storage . In Proc. DaMoN. Tobias Vincon, Lukas Weber, Arthur Bernhardt, Andreas Koch, and Ilia Petrov. 2020. nKV: Near-Data Processing with KV-Stores on Native Computational Storage. In Proc. DaMoN."},{"key":"e_1_2_1_69_1","volume-title":"nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing. PVLDB 12","author":"Vincon Tobias","year":"2020","unstructured":"Tobias Vincon , Lukas Weber , Arthur Bernhardt , Christian Riegger , Sergey Hardock , Christian Knoedler , Florian Stock , Leonardo Solis-Vasquez , Sajjad Tamimi , Andreas Koch , and Ilia Petrov . 2020. nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing. PVLDB 12 ( 2020 ). Tobias Vincon, Lukas Weber, Arthur Bernhardt, Christian Riegger, Sergey Hardock, Christian Knoedler, Florian Stock, Leonardo Solis-Vasquez, Sajjad Tamimi, Andreas Koch, and Ilia Petrov. 2020. nKV in Action: Accelerating KV-Stores on Native Computational Storage with Near-Data Processing. PVLDB 12 (2020)."},{"key":"e_1_2_1_70_1","volume-title":"Building An Elastic Query Engine on Disaggregated Storage. In 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20)","author":"Vuppalapati Midhul","year":"2020","unstructured":"Midhul Vuppalapati , Justin Miron , Rachit Agarwal , Dan Truong , Ashish Motivala , and Thierry Cruanes . 2020 . Building An Elastic Query Engine on Disaggregated Storage. In 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20) . USENIX Association, Santa Clara, CA, 449--462. https:\/\/www.usenix.org\/conference\/nsdi20\/presentation\/vuppalapati Midhul Vuppalapati, Justin Miron, Rachit Agarwal, Dan Truong, Ashish Motivala, and Thierry Cruanes. 2020. Building An Elastic Query Engine on Disaggregated Storage. In 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20). USENIX Association, Santa Clara, CA, 449--462. https:\/\/www.usenix.org\/conference\/nsdi20\/presentation\/vuppalapati"},{"key":"e_1_2_1_71_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW52791.2021.00028"},{"key":"e_1_2_1_72_1","volume-title":"On the necessity of explicit cross-layer data formats in near-data processing systems. Distributed and Parallel Databases","author":"Weber Lukas","year":"2021","unstructured":"Lukas Weber , Tobias Vin\u00e7on , Christian Kn\u00f6dler , Leonardo Solis-Vasquez , Arthur Bernhardt , Ilia Petrov , and Andreas Koch . 2021. On the necessity of explicit cross-layer data formats in near-data processing systems. Distributed and Parallel Databases ( 2021 ). Lukas Weber, Tobias Vin\u00e7on, Christian Kn\u00f6dler, Leonardo Solis-Vasquez, Arthur Bernhardt, Ilia Petrov, and Andreas Koch. 2021. On the necessity of explicit cross-layer data formats in near-data processing systems. Distributed and Parallel Databases (2021)."},{"key":"e_1_2_1_73_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732967.2732972"},{"key":"e_1_2_1_74_1","volume-title":"Proc. SIGMOD.","author":"Woods Louis","unstructured":"Louis Woods , J. Teubner , and G. Alonso . 2013. Less Watts, More Performance: An Intelligent Storage Engine for Data Appliances . In Proc. SIGMOD. Louis Woods, J. Teubner, and G. Alonso. 2013. Less Watts, More Performance: An Intelligent Storage Engine for Data Appliances. In Proc. SIGMOD."},{"key":"e_1_2_1_75_1","doi-asserted-by":"publisher","DOI":"10.14778\/3067421.3067427"},{"key":"e_1_2_1_76_1","volume-title":"Beyond the Wall: Near-Data Processing for Databases. Proc. DAMON","author":"Xi Sam","year":"2015","unstructured":"Sam Xi , O. Babarinsa , M. Athanassoulis , and S. Idreos . 2015 . Beyond the Wall: Near-Data Processing for Databases. Proc. DAMON ( 2015 ). Sam Xi, O. Babarinsa, M. Athanassoulis, and S. Idreos. 2015. Beyond the Wall: Near-Data Processing for Databases. Proc. DAMON (2015)."},{"key":"e_1_2_1_77_1","volume-title":"Proc. SIGMOD 2004","author":"Zhou Jingren","unstructured":"Jingren Zhou and Kenneth A. Ross . 2004. Buffering Database Operations for Enhanced Instruction Cache Performance . In Proc. SIGMOD 2004 ( Paris, France) (SIGMOD '04). 191--202. Jingren Zhou and Kenneth A. Ross. 2004. Buffering Database Operations for Enhanced Instruction Cache Performance. In Proc. SIGMOD 2004 (Paris, France) (SIGMOD '04). 191--202."}],"container-title":["Proceedings of the VLDB Endowment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.14778\/3547305.3547307","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,28]],"date-time":"2022-12-28T11:10:07Z","timestamp":1672225807000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.14778\/3547305.3547307"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":77,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["10.14778\/3547305.3547307"],"URL":"https:\/\/doi.org\/10.14778\/3547305.3547307","relation":{},"ISSN":["2150-8097"],"issn-type":[{"value":"2150-8097","type":"print"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}