{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,23]],"date-time":"2026-10-23T20:29:55Z","timestamp":1792787395851,"version":"4.5.0"},"publisher-location":"New York, NY, USA","reference-count":55,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,6,10]],"date-time":"2022-06-10T00:00:00Z","timestamp":1654819200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSF of China","award":["61925205"],"award-info":[{"award-number":["61925205"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,6,10]]},"DOI":"10.1145\/3514221.3522565","type":"proceedings-article","created":{"date-parts":[[2022,6,11]],"date-time":"2022-06-11T22:33:49Z","timestamp":1654986829000},"page":"2483-2488","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":39,"title":["HTAP Databases: What is New and What is Next"],"prefix":"10.1145","author":[{"given":"Guoliang","family":"Li","sequence":"first","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,6,11]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Apache Cassandra-- An Open Source NoSQL Distributed Database","author":"Cassandra Apache","year":"2021","unstructured":"Apache Cassandra. Apache Cassandra-- An Open Source NoSQL Distributed Database, 2021."},{"key":"e_1_3_2_2_2_1","volume-title":"Big Data Store","author":"Base Apache","year":"2021","unstructured":"Apache HBase. A Distributed, Scalable, Big Data Store., 2021."},{"key":"e_1_3_2_2_3_1","volume-title":"A Data Warehouse using SQL","author":"Hive Apache","year":"2021","unstructured":"Apache Hive. A Data Warehouse using SQL., 2021."},{"key":"e_1_3_2_2_4_1","volume-title":"Native Analytic Database for Hadoop.","author":"Impala Apache","year":"2021","unstructured":"Apache Impala. An Open Source, Native Analytic Database for Hadoop., 2021."},{"key":"e_1_3_2_2_5_1","volume-title":"CIDR","author":"Appuswamy R.","year":"2017","unstructured":"R. Appuswamy, M. Karpathiotakis, D. Porobic, and A. Ailamaki. The Case For Heterogeneous HTAP. In CIDR, 2017."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2915231"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.14778\/3358701.3358707"},{"key":"e_1_3_2_2_8_1","first-page":"103","volume-title":"Technology Conference on Performance Evaluation and Benchmarking","author":"Boncz P.","year":"2017","unstructured":"P. Boncz, A.-C. Anatiotis, and S. Kl\u00e4be. JCC-H: Adding Join Crossing Correlations with Skew to TPC-H. In Technology Conference on Performance Evaluation and Benchmarking, pages 103--119. Springer, 2017."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1012453.1012464"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3030207.3030228"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1988842.1988850"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2463710"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3190660"},{"issue":"1","key":"e_1_3_2_2_14_1","first-page":"28","volume":"35","author":"F\u00e4rber F.","year":"2012","unstructured":"F. F\u00e4rber, N. May, W. Lehner, P. Gro\u00dfe, I. M\u00fcller, H. Rauhe, and J. Dees. The SAP HANA Database--An Architecture Overview. IEEE Data Eng. Bull., 35(1):28--33, 2012.","journal-title":"The SAP HANA Database--An Architecture Overview. IEEE Data Eng. Bull."},{"key":"e_1_3_2_2_15_1","volume-title":"Setting the Record Straight -- HTAP OPDBMS","author":"Feinberg D.","year":"2018","unstructured":"D. Feinberg. Setting the Record Straight -- HTAP OPDBMS, 2018."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-020-00145-x"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.14778\/2824032.2824069"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.14778\/3415478.3415535"},{"key":"e_1_3_2_2_19_1","first-page":"1253","volume-title":"Oracle Database In-Memory: A Dual Format In-Memory Database. In 2015 IEEE 31st International Conference on Data Engineering","author":"Lahiri T.","year":"2015","unstructured":"T. Lahiri, S. Chavan, M. Colgan, D. Das, A. Ganesh, M. Gleeson, S. Hase, A. Holloway, J. Kamp, T.-H. Lee, et al. Oracle Database In-Memory: A Dual Format In-Memory Database. In 2015 IEEE 31st International Conference on Data Engineering, pages 1253--1258. IEEE, 2015."},{"issue":"12","key":"e_1_3_2_2_20_1","first-page":"1740","volume":"8","author":"Birka A.","year":"2015","unstructured":"P.-\u00c5. Larson, A. Birka, E. N. Hanson, W. Huang, M. Nowakiewicz, and V. Papadimos. Real-Time Analytical Processing with SQL Server. VLDB, 8(12):1740--1751, 2015.","journal-title":"Real-Time Analytical Processing with SQL Server. VLDB"},{"issue":"12","key":"e_1_3_2_2_21_1","first-page":"1598","article-title":"Parallel Replication across Formats in SAP HANA for Scaling Out Mixed OLTP\/OLAP workloads","volume":"10","author":"Lee J.","year":"2017","unstructured":"J. Lee, S. Moon, K. H. Kim, D. H. Kim, S. K. Cha, andW.-S. Han. Parallel Replication across Formats in SAP HANA for Scaling Out Mixed OLTP\/OLAP workloads. VLDB, 10(12):1598--1609, 2017.","journal-title":"VLDB"},{"issue":"12","key":"e_1_3_2_2_22_1","first-page":"2999","article-title":"The Art of Balance: A RateupDB Experience of Building a CPU\/GPU Hybrid Database Product","volume":"14","author":"Lee R.","year":"2021","unstructured":"R. Lee, M. Zhou, C. Li, S. Hu, J. Teng, D. Li, and X. Zhang. The Art of Balance: A RateupDB Experience of Building a CPU\/GPU Hybrid Database Product. VLDB, 14(12):2999--3013, 2021.","journal-title":"VLDB"},{"issue":"3","key":"e_1_3_2_2_23_1","first-page":"204","article-title":"How Good Are Query Optimizers, Really?","volume":"9","author":"Leis V.","year":"2015","unstructured":"V. Leis, A. Gubichev, A. Mirchev, P. Boncz, A. Kemper, and T. Neumann. How Good Are Query Optimizers, Really? VLDB, 9(3):204--215, 2015.","journal-title":"VLDB"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448016.3457542"},{"issue":"12","key":"e_1_3_2_2_25_1","first-page":"2118","article-title":"Qtune","volume":"12","author":"Li G.","year":"2019","unstructured":"G. Li, X. Zhou, S. Li, and B. Gao. Qtune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. VLDB, 12(12):2118--2130, 2019.","journal-title":"VLDB"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.14778\/3476311.3476380"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448016.3452838"},{"issue":"11","key":"e_1_3_2_2_28_1","first-page":"1705","article-title":"Neo","volume":"12","author":"Marcus R. C.","year":"2019","unstructured":"R. C. Marcus, P. Negi, H. Mao, C. Zhang, M. Alizadeh, T. Kraska, O. Papaemmanouil, and N. Tatbul. Neo: A Learned Query Optimizer. VLDB, 12(11):1705--1718, 2019.","journal-title":"A Learned Query Optimizer. VLDB"},{"key":"e_1_3_2_2_29_1","volume-title":"Deploy an HTAP Server with MariaDB ColumnStore 5.5 and Community Server 10.6","author":"DB.","year":"2021","unstructured":"MariaDB. Deploy an HTAP Server with MariaDB ColumnStore 5.5 and Community Server 10.6, 2021."},{"key":"e_1_3_2_2_30_1","volume-title":"Big Data: The Management Revolution. Harvard business review, 90(10):60--68","author":"McAfee A.","year":"2012","unstructured":"A. McAfee, E. Brynjolfsson, T. H. Davenport, D. Patil, and D. Barton. Big Data: The Management Revolution. Harvard business review, 90(10):60--68, 2012."},{"key":"e_1_3_2_2_31_1","volume-title":"Real-time Analytics for MySQL Database Service","author":"Heatwave SQL","year":"2021","unstructured":"MySQL Heatwave. Real-time Analytics for MySQL Database Service, 2021."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2749436"},{"key":"e_1_3_2_2_33_1","volume-title":"Automating Management of In-Memory Objects","author":"Oracle","year":"2021","unstructured":"Oracle 21c. Automating Management of In-Memory Objects., 2021."},{"key":"e_1_3_2_2_34_1","first-page":"1771","volume-title":"SIGMOD","author":"\u00d6zcan F.","year":"2017","unstructured":"F. \u00d6zcan, Y. Tian, and P. T\u00f6z\u00fcn. Hybrid Transactional\/Analytical Processing: A Survey. In SIGMOD, pages 1771--1775, 2017."},{"key":"e_1_3_2_2_35_1","first-page":"4","volume-title":"Hybrid Transaction\/Analytical Processing Will Foster Opportunities For Dramatic Business Innovation. Gartner","author":"Pezzini M.","year":"2014","unstructured":"M. Pezzini, D. Feinberg, N. Rayner, and R. Edjlali. Hybrid Transaction\/Analytical Processing Will Foster Opportunities For Dramatic Business Innovation. Gartner (2014, January 28), pages 4--20, 2014."},{"key":"e_1_3_2_2_36_1","volume-title":"In-Memory Computing Analytics and Transaction Processing.","author":"Pezzini M.","year":"2016","unstructured":"M. Pezzini, D. Feinberg, N. Rayner, and R. Edjlali. Real-time Insights and Decision Making using Hybrid Streaming, In-Memory Computing Analytics and Transaction Processing. 2016."},{"key":"e_1_3_2_2_37_1","volume-title":"PolarDB HTAP Real-Time Data Analysis Technology Decryption","author":"DB.","year":"2021","unstructured":"PolarDB. PolarDB HTAP Real-Time Data Analysis Technology Decryption, 2021."},{"key":"e_1_3_2_2_38_1","first-page":"97","volume-title":"Technology Conference on Performance Evaluation and Benchmarking","author":"Psaroudakis I.","year":"2014","unstructured":"I. Psaroudakis, F. Wolf, N. May, T. Neumann, A. B\u00f6hm, A. Ailamaki, and K.-U. Sattler. Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling. In Technology Conference on Performance Evaluation and Benchmarking, pages 97--112. Springer, 2014."},{"issue":"11","key":"e_1_3_2_2_39_1","first-page":"1080","article-title":"DB2 with BLU Acceleration","volume":"6","author":"Raman V.","year":"2013","unstructured":"V. Raman, G. Attaluri, R. Barber, N. Chainani, D. Kalmuk, V. KulandaiSamy, J. Leenstra, S. Lightstone, S. Liu, G. M. Lohman, et al. DB2 with BLU Acceleration: So Much More Than Just A Column Store. VLDB, 6(11):1080--1091, 2013.","journal-title":"So Much More Than Just A Column Store. VLDB"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3389783"},{"key":"e_1_3_2_2_41_1","first-page":"217","volume-title":"EDBT","author":"Riegger C.","year":"2020","unstructured":"C. Riegger, T. Vin\u00e7on, R. Gottstein, and I. Petrov. MV-PBT: Multi-Version Indexing for Large Datasets and HTAP Workloads. In EDBT, pages 217--228, 2020."},{"key":"e_1_3_2_2_42_1","first-page":"219","volume-title":"OSDI","author":"Shen S.","year":"2021","unstructured":"S. Shen, R. Chen, H. Chen, and B. Zang. Retrofitting High Availability Mechanism to Tame Hybrid Transaction\/Analytical Processing. In OSDI, pages 219--238, 2021."},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/2213836.2213946"},{"key":"e_1_3_2_2_44_1","volume-title":"The Single Database for All Data-Intensive Applications","year":"2021","unstructured":"SingleStore. The Single Database for All Data-Intensive Applications, 2021."},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE51399.2021.00162"},{"key":"e_1_3_2_2_46_1","volume-title":"On Supporting Efficient Snapshot Isolation for Hybrid Workloads with Multi-Versioned Indexes. VLDB, 13(2)","author":"Sun Y.","year":"2019","unstructured":"Y. Sun, G. E. Blelloch, W. S. Lim, and A. Pavlo. On Supporting Efficient Snapshot Isolation for Hybrid Workloads with Multi-Versioned Indexes. VLDB, 13(2), 2019."},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-020-00148-8"},{"key":"e_1_3_2_2_48_1","unstructured":"Transaction Processing Performance Council. TPC-C 2021."},{"key":"e_1_3_2_2_49_1","unstructured":"Transaction Processing Performance Council. TPC-H 2021."},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE48307.2020.00116"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE48307.2020.00133"},{"key":"e_1_3_2_2_52_1","volume-title":"Spark: Cluster computing with working sets. HotCloud, 10(10--10):95","author":"Zaharia M.","year":"2010","unstructured":"M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker, and I. Stoica. Spark: Cluster computing with working sets. HotCloud, 10(10--10):95, 2010."},{"key":"e_1_3_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-05677-3"},{"key":"e_1_3_2_2_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3299869.3300085"},{"key":"e_1_3_2_2_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2994641"}],"event":{"name":"SIGMOD\/PODS '22: International Conference on Management of Data","location":"Philadelphia PA USA","acronym":"SIGMOD\/PODS '22","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"]},"container-title":["Proceedings of the 2022 International Conference on Management of Data"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3514221.3522565","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3514221.3522565","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T14:10:07Z","timestamp":1750169407000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3514221.3522565"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,10]]},"references-count":55,"alternative-id":["10.1145\/3514221.3522565","10.1145\/3514221"],"URL":"https:\/\/doi.org\/10.1145\/3514221.3522565","relation":{},"subject":[],"published":{"date-parts":[[2022,6,10]]},"assertion":[{"value":"2022-06-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}