{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T11:42:11Z","timestamp":1769773331434,"version":"3.49.0"},"publisher-location":"Singapore","reference-count":22,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819556397","type":"print"},{"value":"9789819556403","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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\/978-981-95-5640-3_44","type":"book-chapter","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:07:50Z","timestamp":1769720870000},"page":"703-716","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Reinforcement Learning-Enhanced Adaptive Buffer Replacement for\u00a0Modern Databases"],"prefix":"10.1007","author":[{"given":"Sen","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaiqi","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zitong","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yubao","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,30]]},"reference":[{"key":"44_CR1","unstructured":"Bansal, S., Modha, D.S.: Car: Clock with adaptive replacement. In: FAST, vol.\u00a04, pp. 187\u2013200 (2004)"},{"issue":"2","key":"44_CR2","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1147\/sj.52.0078","volume":"5","author":"LA Belady","year":"1966","unstructured":"Belady, L.A.: A study of replacement algorithms for a virtual-storage computer. IBM Syst. J. 5(2), 78\u2013101 (1966)","journal-title":"IBM Syst. J."},{"key":"44_CR3","unstructured":"Bhardwaj, A., Janardhan, V.: PECC: Prediction-error correcting cache. In: Workshop on ML for Systems at NeurIPS, vol.\u00a032 (2018)"},{"key":"44_CR4","doi-asserted-by":"crossref","unstructured":"Bilal, M., Kang, S.G.: Time aware least recent used (TLRU) cache management policy in ICN. In: 16th International Conference on Advanced Communication Technology, pp. 528\u2013532. IEEE (2014)","DOI":"10.1109\/ICACT.2014.6779016"},{"key":"44_CR5","unstructured":"Blum, A., Mansour, Y.: From external to internal regret. J. Mach. Learn. Res. 8(6) (2007)"},{"key":"44_CR6","unstructured":"Corbato, F.J.: A paging experiment with the multics system. Massachusetts Institute of Technology (1968)"},{"key":"44_CR7","doi-asserted-by":"crossref","unstructured":"Du, X., Li, C.: SHARC: improving adaptive replacement cache with shadow recency cache management. In: Proceedings of the 22nd International Middleware Conference, pp. 119\u2013131 (2021)","DOI":"10.1145\/3464298.3493389"},{"key":"44_CR8","doi-asserted-by":"publisher","unstructured":"Hao, X., Zhou, X., Yu, X., Stonebraker, M.: Towards buffer management with tiered main memory. Proc. ACM Manag. Data 2(1) (2024). https:\/\/doi.org\/10.1145\/3639286","DOI":"10.1145\/3639286"},{"key":"44_CR9","doi-asserted-by":"crossref","unstructured":"Hu, X., Ramadan, E., Ye, W., Tian, F., Zhang, Z.L.: RAVEN: BELADY-guided, predictive (deep) learning for in-memory and content caching. In: Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, pp. 72\u201390 (2022)","DOI":"10.1145\/3555050.3569134"},{"key":"44_CR10","unstructured":"Johnson, T., Shasha, D., et\u00a0al.: 2Q: a low overhead high performance BU er management replacement algorithm. In: Proceedings of the 20th International Conference on Very Large Data Bases, pp. 439\u2013450. Citeseer (1994)"},{"issue":"7553","key":"44_CR11","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1038\/nature14539","volume":"521","author":"Y LeCun","year":"2015","unstructured":"LeCun, Y., Bengio, Y., Hinton, G.: Deep learning. Nature 521(7553), 436\u2013444 (2015)","journal-title":"Nature"},{"key":"44_CR12","doi-asserted-by":"crossref","unstructured":"Li, C.: Clock-pro+ improving clock-pro cache replacement with utility-driven adaptation. In: Proceedings of the 12th ACM International Conference on Systems and Storage, pp.\u00a01\u20137 (2019)","DOI":"10.1145\/3319647.3325838"},{"issue":"4","key":"44_CR13","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1109\/MC.2004.1297303","volume":"37","author":"N Megiddo","year":"2004","unstructured":"Megiddo, N., Modha, D.S.: Outperforming LRU with an adaptive replacement cache algorithm. Computer 37(4), 58\u201365 (2004)","journal-title":"Computer"},{"key":"44_CR14","unstructured":"Megiddo, N., Modha, D.S.: Arc: A self-tuning, low overhead replacement cache. In: 2nd USENIX Conference on File and Storage Technologies (FAST 03) (2003)"},{"key":"44_CR15","doi-asserted-by":"crossref","unstructured":"O\u2019neil, E.J., O\u2019neil, P.E., Weikum, G.: The LRU-K page replacement algorithm for database disk buffering. ACM SIGMOD Record 22(2), 297\u2013306 (1993)","DOI":"10.1145\/170036.170081"},{"key":"44_CR16","unstructured":"Rodriguez, L.V., et al.: Learning cache replacement with $$\\{$$CACHEUS$$\\}$$. In: 19th USENIX Conference on File and Storage Technologies (FAST 21), pp. 341\u2013354 (2021)"},{"key":"44_CR17","unstructured":"Santana, R., Lyons, S., Koller, R., Rangaswami, R., Liu, J.: To arc or not to arc. In: 7th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 15) (2015)"},{"key":"44_CR18","unstructured":"Vaswani, A., et al.: Attention is all you need. In: Advances in Neural Information Processing Systems, vol. 30 (2017)"},{"key":"44_CR19","unstructured":"Vietri, G., et al.: Driving cache replacement with ml-based LECAR. In: 10th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 18) (2018)"},{"key":"44_CR20","doi-asserted-by":"crossref","unstructured":"Yuan, Y., Jin, P.: Learned buffer replacement for database systems. In: Proceedings of the 2022 5th International Conference on Data Storage and Data Engineering, pp. 18\u201325 (2022)","DOI":"10.1145\/3528114.3528118"},{"key":"44_CR21","doi-asserted-by":"crossref","unstructured":"Zhang, R., Ye, Z., Cai, P., Zhou, X., Zhou, A., Cai, D., Qian, L.: HYBuffer: a distributed hybrid shared buffer for multi-master databases. In: International Conference on Database Systems for Advanced Applications, pp. 474\u2013483. Springer (2024)","DOI":"10.1007\/978-981-97-5572-1_35"},{"key":"44_CR22","doi-asserted-by":"crossref","unstructured":"Zhu, K., Jiang, W.: EGCR: an enhanced graph neural network for cache replacement. In: Third International Conference on High Performance Computing and Communication Engineering (HPCCE 2023), vol. 13073, pp. 73\u201381. SPIE (2024)","DOI":"10.1117\/12.3026663"}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-5640-3_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:07:55Z","timestamp":1769720875000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-5640-3_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9789819556397","9789819556403"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-5640-3_44","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"30 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APWeb-WAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shenyang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","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":"28 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 August 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/apweb2025.sau.edu.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}