{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T06:00:32Z","timestamp":1780639232751,"version":"3.54.1"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T00:00:00Z","timestamp":1776643200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T00:00:00Z","timestamp":1776643200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,4,20]]},"DOI":"10.23919\/date69613.2026.11539352","type":"proceedings-article","created":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T19:53:10Z","timestamp":1780602790000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["FaTRQ: Tiered Residual Quantization for LLM Vector Search in Far-Memory-Aware ANNS Systems"],"prefix":"10.23919","author":[{"given":"Tianqi","family":"Zhang","sequence":"first","affiliation":[{"name":"UC San Diego,La Jolla,CA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Flavio","family":"Ponzina","sequence":"additional","affiliation":[{"name":"San Diego State University,San Diego,CA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tajana","family":"Rosing","sequence":"additional","affiliation":[{"name":"UC San Diego,La Jolla,CA,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3448016.3457550"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tbdata.2025.3618474"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.240"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.14778\/3424573.3424580"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.298"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2020.3008390"},{"key":"ref8","first-page":"585","article-title":"Cxl-anns: Software-hardware collaborative memory disaggregation and computation for billion-scale approximate nearest neighbor search","volume-title":"2023 USENIX Annual Technical Conference (USENIX ATC 23)","author":"Jang"},{"key":"ref9","article-title":"cuvs: Vector search and clustering on the gpu"},{"key":"ref10","first-page":"10672","article-title":"Hm-ann: Efficient billion-point nearest neighbor search on heterogeneous memory","volume":"33","author":"Ren","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","article-title":"Diskann: Fast accurate billion-point nearest neighbor search on a single node","volume":"32","author":"Jayaram Subramanya","year":"2019","journal-title":"Advances in neural information processing Systems"},{"key":"ref12","article-title":"Bang: Billion-scale approximate nearest neighbor search using a single gpu","author":"Karthik","year":"2024"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE60146.2024.00323"},{"key":"ref14","article-title":"Fusionanns: An efficient cpu\/gpu cooperative processing architecture for billion-scale approximate nearest neighbor search","author":"Tian","year":"2024"},{"key":"ref15","first-page":"171","article-title":"Towards high-throughput and low-latency billion-scale vector search via {CPU\/GPU} collaborative filtering and re-ranking","volume-title":"23rd USENIX Conference on File and Storage Technologies (FAST 25)","author":"Tian"},{"key":"ref16","article-title":"Openclip","author":"Ilharco","year":"2021"},{"key":"ref17","article-title":"[Keynote] Accelerating vector search on the GPU with RAPIDS RAFT","volume-title":"NeurIPS 2023, Big ANN Challenge Keynote","author":"Nolet"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.57"},{"key":"ref19","article-title":"Improved residual vector quantization for high-dimensional approximate nearest neighbor search","author":"Liu","year":"2015"},{"key":"ref20","article-title":"Transformed residual quantization for approximate nearest neighbor search","author":"Yuan","year":"2015"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.57"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3712285.3759801"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCASAI.2025.3540957"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/DAC56929.2023.10247946"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ASP-DAC66049.2026.11420804"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2889473"},{"key":"ref27","article-title":"Down with the hierarchy: The\u2019h\u2019in hnsw stands for","author":"Munyampirwa","year":"2024","journal-title":"hubs"},{"key":"ref28","article-title":"Cohere\/wikipedia-22-12"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3654970"},{"key":"ref30","article-title":"Cxl near-memory accelerators and memory-expansion controllers"},{"key":"ref31","article-title":"Samsung v-nand ssd 990 pro 2022 data sheet"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1833"},{"key":"ref33","article-title":"Vectordbbench(vdbbench): A benchmark tool for vectordb"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/LCA.2015.2414456"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.mejo.2016.04.006"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ISVLSI.2014.94"},{"key":"ref37","article-title":"Structera a 2504 memory-expansion controller"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/HCS59251.2023.10254718"}],"event":{"name":"2026 Design, Automation &amp; Test in Europe Conference (DATE)","location":"Verona, Italy","start":{"date-parts":[[2026,4,20]]},"end":{"date-parts":[[2026,4,22]]}},"container-title":["2026 Design, Automation &amp;amp; Test in Europe Conference (DATE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11539023\/11539024\/11539352.pdf?arnumber=11539352","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T05:07:32Z","timestamp":1780636052000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11539352\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,20]]},"references-count":37,"URL":"https:\/\/doi.org\/10.23919\/date69613.2026.11539352","relation":{},"subject":[],"published":{"date-parts":[[2026,4,20]]}}}