%PDF-1.5
%
1 0 obj
<< /Metadata 3 0 R /Names 4 0 R /OpenAction 5 0 R /Outlines 6 0 R /PageMode /UseOutlines /Pages 7 0 R /Type /Catalog >>
endobj
2 0 obj
<< /Author (Le Ma; Ran Zhang; Yikun Han; Shirui Yu; Zaitian Wang; Zhiyuan Ning; Jinghan Zhang; Ping Xu; Pengjiang Li; Wei Ju; Chong Chen; Dongjie Wang; Kunpeng Liu; Pengyang Wang; Pengfei Wang; Yanjie Fu; Chunjiang Liu; Yuanchun Zhou; Chang-Tien Lu) /Creator (arXiv GenPDF \(tex2pdf:\)) /DOI (https://doi.org/10.48550/arXiv.2310.11703) /License (http://arxiv.org/licenses/nonexclusive-distrib/1.0/) /PTEX.Fullbanner (This is pdfTeX, Version 3.141592653-2.6-1.40.25 \(TeX Live 2023\) kpathsea version 6.3.5) /Producer (pikepdf 8.15.1) /Title (A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, Challenge) /Trapped /False /arXivID (https://arxiv.org/abs/2310.11703v2) >>
endobj
3 0 obj
<< /Subtype /XML /Type /Metadata /Length 2101 >>
stream
A Comprehensive Survey on Vector Database: Storage and Retrieval Technique, ChallengeLe MaRan ZhangYikun HanShirui YuZaitian WangZhiyuan NingJinghan ZhangPing XuPengjiang LiWei JuChong ChenDongjie WangKunpeng LiuPengyang WangPengfei WangYanjie FuChunjiang LiuYuanchun ZhouChang-Tien Luhttp://arxiv.org/licenses/nonexclusive-distrib/1.0/cs.DBcs.AI
endstream
endobj
4 0 obj
<< /Dests 8 0 R >>
endobj
5 0 obj
<< /D [ 9 0 R /Fit ] /S /GoTo >>
endobj
6 0 obj
<< /Count 8 /First 10 0 R /Last 11 0 R /Type /Outlines >>
endobj
7 0 obj
<< /Count 24 /Kids [ 12 0 R 13 0 R 14 0 R 15 0 R ] /Type /Pages >>
endobj
8 0 obj
<< /Kids [ 16 0 R 17 0 R ] /Limits [ (Doc-Start) (table.4) ] >>
endobj
9 0 obj
<< /Annots [ 18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R 26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R 35 0 R 36 0 R 37 0 R 38 0 R 39 0 R ] /Contents [ 40 0 R 41 0 R ] /MediaBox [ 0 0 612 792 ] /Parent 12 0 R /Resources 42 0 R /Type /Page >>
endobj
10 0 obj
<< /A 43 0 R /Next 44 0 R /Parent 6 0 R /Title 45 0 R >>
endobj
11 0 obj
<< /A 46 0 R /Parent 6 0 R /Prev 47 0 R /Title 48 0 R >>
endobj
12 0 obj
<< /Count 6 /Kids [ 9 0 R 49 0 R 50 0 R 51 0 R 52 0 R 53 0 R ] /Parent 7 0 R /Type /Pages >>
endobj
13 0 obj
<< /Count 6 /Kids [ 54 0 R 55 0 R 56 0 R 57 0 R 58 0 R 59 0 R ] /Parent 7 0 R /Type /Pages >>
endobj
14 0 obj
<< /Count 6 /Kids [ 60 0 R 61 0 R 62 0 R 63 0 R 64 0 R 65 0 R ] /Parent 7 0 R /Type /Pages >>
endobj
15 0 obj
<< /Count 6 /Kids [ 66 0 R 67 0 R 68 0 R 69 0 R 70 0 R 71 0 R ] /Parent 7 0 R /Type /Pages >>
endobj
16 0 obj
<< /Kids [ 72 0 R 73 0 R 74 0 R 75 0 R 76 0 R 77 0 R ] /Limits [ (Doc-Start) (subsection.2.2) ] >>
endobj
17 0 obj
<< /Kids [ 78 0 R ] /Limits [ (subsection.2.3) (table.4) ] >>
endobj
18 0 obj
<< /A << /D (cite.cao2024knowledge) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 126.55 279.495 133.524 290.439 ] /Subtype /Link /Type /Annot >>
endobj
19 0 obj
<< /A << /D (cite.10.1145/3150226) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 145.362 279.495 152.335 290.439 ] /Subtype /Link /Type /Annot >>
endobj
20 0 obj
<< /A << /D (cite.zhao2023survey) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 166.225 207.764 173.198 218.708 ] /Subtype /Link /Type /Annot >>
endobj
21 0 obj
<< /A << /D (cite.allam2012question) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 51.285 195.809 58.259 206.752 ] /Subtype /Link /Type /Annot >>
endobj
22 0 obj
<< /A << /D (cite.biancofiore2024interactive) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 69.163 195.809 76.136 206.752 ] /Subtype /Link /Type /Annot >>
endobj
23 0 obj
<< /A << /D (cite.7445232) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 164.309 195.809 171.283 206.752 ] /Subtype /Link /Type /Annot >>
endobj
24 0 obj
<< /A << /D (cite.zhao2024recommender) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 288.237 195.809 295.21 206.752 ] /Subtype /Link /Type /Annot >>
endobj
25 0 obj
<< /A << /D (cite.liu2024multimodal) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 51.285 183.853 58.259 194.797 ] /Subtype /Link /Type /Annot >>
endobj
26 0 obj
<< /A << /D (cite.10.1145/3382080) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 354.072 580.947 361.046 591.89 ] /Subtype /Link /Type /Annot >>
endobj
27 0 obj
<< /A << /D (cite.wang2024efficient) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 398.437 521.171 410.392 532.114 ] /Subtype /Link /Type /Annot >>
endobj
28 0 obj
<< /A << /D (cite.xie2023bri) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 420.016 521.171 431.971 532.114 ] /Subtype /Link /Type /Annot >>
endobj
29 0 obj
<< /A << /D (cite.zhao2023towards) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 469.782 401.619 481.737 412.563 ] /Subtype /Link /Type /Annot >>
endobj
30 0 obj
<< /A << /D (cite.wang2023graph) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 478.543 389.664 490.498 400.608 ] /Subtype /Link /Type /Annot >>
endobj
31 0 obj
<< /A << /D (cite.li2019approximate) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 314.299 318.536 326.254 328.877 ] /Subtype /Link /Type /Annot >>
endobj
32 0 obj
<< /A << /D (cite.jegou2022faiss) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 335.878 318.536 347.833 328.877 ] /Subtype /Link /Type /Annot >>
endobj
33 0 obj
<< /A << /D (cite.mohoney2023high) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 314.299 222.291 326.254 233.235 ] /Subtype /Link /Type /Annot >>
endobj
34 0 obj
<< /A << /D (cite.pan2024vector) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 338.036 222.291 349.991 233.235 ] /Subtype /Link /Type /Annot >>
endobj
35 0 obj
<< /A << /D (cite.pan2024survey) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 356.903 114.834 368.858 125.788 ] /Subtype /Link /Type /Annot >>
endobj
36 0 obj
<< /A << /D (cite.rao2019big) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 459.762 78.829 471.717 89.773 ] /Subtype /Link /Type /Annot >>
endobj
37 0 obj
<< /A << /D (cite.wang2024starling) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 364.983 42.964 376.939 53.908 ] /Subtype /Link /Type /Annot >>
endobj
38 0 obj
<< /A << /D (cite.su2024vexless) /S /GoTo >> /Border [ 0 0 1 ] /C [ 0 1 0 ] /H /I /Rect [ 546.269 42.964 558.224 53.908 ] /Subtype /Link /Type /Annot >>
endobj
39 0 obj
<< /A << /S /URI /URI (https://arxiv.org/abs/2310.11703v2) >> /BS << /W 0 >> /NM (fitz-L0) /Rect [ 12 222.68 32 569.32 ] /Subtype /Link >>
endobj
40 0 obj
<< /Filter /FlateDecode /Length 141 >>
stream
xEA
1E9E.0cӦ#Aw݉Q;⢊z$<>=hHqX>9c u(8kɯN#7"Bgh:(Tթ 4V$
d=y2a?`~iN7{M&
endstream
endobj
41 0 obj
<< /Filter /FlateDecode /Length 4864 >>
stream
xڥ[YsF~#AbqvmG3;~@68旙/bUf֕'lgw?}\'Dvq$v8r8N7wͽ/?~Cw{{'!yvhھWٴg@m'M #]$=}4߽}i+n-=7P_(MZN㹼^v'^98+|;u>AS#C?56s[+o
BPVY`Mm⺮U}
MgYW|uctS;/4?mvйz/Eߖ,MJw7CP>fUU4xuc!]NӁwtr5ou3'nq1wh@Hʓ't$ 3RLcVV #""y(i͕B;Be;fQee_&
X>?Q"~%IC^vnۑ*0]wr;[m4$
}`bu s1`&|4O8# mxŸwӎzqaZ]7>p^Efu~hMvwФe%:bRxqO
36зz,u;A/.uCyo#Y{#>p懎~]!8f)EP셤oqL>N6X}ykj<Vzi1M~,g졬]`4:9X֜GC~bu]_`YM K
$NWς)8YO-7TG\gU2]aPYf_TN(XU%LO%>+\""(i^aC%i(// xUU:/̰WUOr{8
NRe}<`7=O:A?q=+Pty[>NL\vh%'ئ6ī4!/UcfdAnXXD2Vʝ4Qh卹0
CMyQl
QeJL!VHV_*Qs@r б`+WXZŷ݇5,tDЃ^oꩀ =&&xpD]Ar~*;!{~VO:gWGljrxFLw\x<B:!+ V'!2ΰ"Hд Oiǫd,z&D"]O\)y^BFL$-9@ u@aF/15ꏠ2=őK섴WR_=? geBy}n:/D!ӻ̙vT¢;HnWMj $ z=cBu:gm52Mˊ,{|Uhd:)N{#lUQ}GfTPaF>%ac[aCaEM'k:~R]YOBO`k}U
;z>j1?BCуHKJ1YIJnCR
q\_?9?CU@ "5 @afJ.ހj^ [0G S.4,YYyR,S\2ds' ]#zKP~Ye]231Af7Q B52ݣԕ|hʽ}UT+ABve#Z\e=֪9>V}w-Mv=XP|ztSfn6ƛp}+ݏUkvzҭ呓an`q(?S"#;
iGQr6"i,&
Hs=ڦvg{)5n@0՝ScJl>{Nq
;i$A93OjbnܥNGގxL5x@ 't+Mrbl5Mg|LSxcӞTפ_ڊ@ _L!f!=\BÂsdV/"ʑ(9W7$`,cUbT HhVBkN[LCSF~z-9P: ̗f?"8ٞ]c?%AOAkbZ0YvF