« 調子に乗って | メイン | mecab 0.90 rc6 »

2006年01月07日

Bloom filter

最近 Bloom filter というアルゴリズムを知りました。1970年に考案された古いアルゴリズムです。

http://en.wikipedia.org/wiki/Bloom_filter
http://www.cs.wisc.edu/~cao/papers/summary-cache/node8.html#SECTION00053000000000000000
http://www.perl.com/pub/a/2004/04/08/bloom_filters.html

Bloom filter は、キー(通常は文字列)の存在のみをコンパクトなデータ構造で高速に判定するためのアルゴリズムです。キーの存在のチェックでしたら通常の hash でいいのですが、コンパクトになるとは限りません。

Bloom filter は "false positive"、つまり「キーが存在していないのに存在している」という判定を確率的に許しつつデータをコンパクトにします。確率値はパラメータになっていて、データサイズとのトレードオフをコントロールすることができます。

アルゴリズムそのものはいたって簡単です。用意するものは

- k 個の異なった hash 関数. ただし hash 関数は 0 ~ m - 1 の値を返す
- m bit の bit vector

だけです。入力キーに対し、k 個の hash 関数に代入し, k 個の 0 ~ m-1 の範囲の値を得ます。各値を h_1,h_2,...h_k とすると、bit vector の h_1, h_2, ... h_k bit 目を 1 にします。キーの有無は、同様の操作を行ってすべての bit が 1 になってるかどうかで確認できます。

少なくとも 1 つの bit が 0 の場合は、確実に「無い」ということがいえますが、すべて 1 だからといって確実に「在る」といえないのが Bloom filter の特徴です。

また、m と k はキーのサイズに応じて適切に決めなければなりません。m が少なすぎてもだめですし、k が多すぎてもだめです。false positive の確率を厳密に求めることが可能なので、これらの適切な値は簡単に求めることができます。

投稿者 taku : 2006年01月07日 03:59

トラックバック

このエントリーのトラックバックURL:
http://chasen.org/~taku/blog/mt-tb.cgi/184

このリストは、次のエントリーを参照しています: Bloom filter:

» buy phentermine from buy phentermine
Trackback [続きを読む]

トラックバック時刻: 2006年12月04日 15:55

» buy ultram from buy ultram
ultram [続きを読む]

トラックバック時刻: 2006年12月08日 06:11

» ambien from ambien
ambien [続きを読む]

トラックバック時刻: 2006年12月08日 11:42

» instant payday loan from instant payday loan
Very interesting point indeed. [続きを読む]

トラックバック時刻: 2006年12月31日 22:27

» fuck my ass from fuck my ass
Trackback [続きを読む]

トラックバック時刻: 2007年01月02日 16:16

» bdsm events st. louis from black lesbian bdsm
[続きを読む]

トラックバック時刻: 2007年01月04日 05:15

» muscle men gay sex from muscle men gay sex
muscle men gay sex [続きを読む]

トラックバック時刻: 2007年01月07日 23:43

» animal sex no charge from sex animal farm
[続きを読む]

トラックバック時刻: 2007年01月09日 03:24

» instant payday loan from instant payday loan
Still, instant payday loan its a great site and a credit to you all! [続きを読む]

トラックバック時刻: 2007年01月09日 19:55

» mother drunk son sex from mothers spankings
[続きを読む]

トラックバック時刻: 2007年01月12日 23:57

» looking up skirts from hentai upskirts
[続きを読む]

トラックバック時刻: 2007年01月15日 01:12

» cumshot videos from cumshot videos
cumshot vid... [続きを読む]

トラックバック時刻: 2007年01月15日 08:22

» free whores chick chubby sexy from chubby asses
[続きを読む]

トラックバック時刻: 2007年01月17日 14:11

» chubby mature amature from sluts facials busty chubby naked
[続きを読む]

トラックバック時刻: 2007年01月18日 22:50

» amateur hairy pussy from hairy toe
[続きを読む]

トラックバック時刻: 2007年01月18日 23:56

» mouth fuck from son fucks drunk mom
[続きを読む]

トラックバック時刻: 2007年01月19日 02:27

» no fax payday loans from no fax payday loans
that are as a successful to emergencies and an that are as a successful to emergencies and an [続きを読む]

トラックバック時刻: 2007年01月21日 22:47

» no fax payday loans from no fax payday loans
family or friends but cost no fax payday loans with an annual family or friends but cost no fax payday loans with an annual [続きを読む]

トラックバック時刻: 2007年01月21日 22:47

» no fax payday loans from no fax payday loans
didnt years are 10000 paydayloan a for customers consumer no fax payday loans... [続きを読む]

トラックバック時刻: 2007年01月21日 22:47

» no fax payday loans from no fax payday loans
though somewhat they were too or some cute though somewhat they were too or some cute [続きを読む]

トラックバック時刻: 2007年01月21日 22:48

» mature ladies pissing from pissing games
[続きを読む]

トラックバック時刻: 2007年01月23日 08:17

» busty redheads from redhead teen masturbation
[続きを読む]

トラックバック時刻: 2007年01月23日 19:51

» pissing my pants from pissing + man
[続きを読む]

トラックバック時刻: 2007年01月26日 04:12

» buy ambien from buy ambien
I love it! entUkKmaDj [続きを読む]

トラックバック時刻: 2007年01月28日 11:14

» buy ambien from buy ambien
Very good article. BqDMXzP5Ly [続きを読む]

トラックバック時刻: 2007年02月04日 21:53

» sexy indian stories from indian hot movie
[続きを読む]

トラックバック時刻: 2007年02月06日 02:09

» erotic stories gang bang and wife rape from gang bang jasmin st. claire
[続きを読む]

トラックバック時刻: 2007年02月06日 07:14

» disney xxx manga from ah my goddess hentai manga
[続きを読む]

トラックバック時刻: 2007年02月09日 03:03

» moving truck rental from moving truck rental
Nice! Keep up the good work! 0APuFKxRUE [続きを読む]

トラックバック時刻: 2007年02月11日 22:36

» verizon ringtones from verizon ringtones
I love it! sksliX5i2k [続きを読む]

トラックバック時刻: 2007年02月13日 12:15

» buy ambien from buy ambien
Very useful, thanks! KZw6dOtN3n [続きを読む]

トラックバック時刻: 2007年02月18日 11:51

» female hairy from trucker piss hairy
[続きを読む]

トラックバック時刻: 2007年02月19日 01:51

» ladies masturbation from hidden masturbation
[続きを読む]

トラックバック時刻: 2007年02月20日 06:41

» cystic fibrosis lifespan from cystic fibrosis lifespan
Technologies of cystic fibrosis lifespan [続きを読む]

トラックバック時刻: 2007年02月23日 03:17

» Healthiest foods from Healthiest foods
I love it! 9jFyX8KyQq [続きを読む]

トラックバック時刻: 2007年03月02日 06:40

» Future catastrophes from Future catastrophes
I love it! zXEYKOaxmc [続きを読む]

トラックバック時刻: 2007年03月02日 09:49

» motorola ringtones from motorola ringtones
I love it! 1AygvRijn2 [続きを読む]

トラックバック時刻: 2007年03月03日 04:30

» animal with sex from brazilian babes and animal and sex
[続きを読む]

トラックバック時刻: 2007年03月07日 00:58

» Ambien side effects. from Sex ambien.
Ambien. Ambien drug trip. Ambien cr from canadian pharmacy. Ambien side effec... [続きを読む]

トラックバック時刻: 2007年03月09日 20:17

» free dog sex pictures from have sex with a dog
[続きを読む]

トラックバック時刻: 2007年03月13日 19:17

» milf amateur from milf shake
[続きを読む]

トラックバック時刻: 2007年03月13日 20:42

» transformation male to female science fiction trans species from calgary alberta trans loaders
[続きを読む]

トラックバック時刻: 2007年03月15日 18:31

» family guy cartoon porn from porn girl
[続きを読む]

トラックバック時刻: 2007年03月16日 11:43

» free rape movies from teen sex movie
[続きを読む]

トラックバック時刻: 2007年03月16日 16:33

コメント

シグネチャファイルに使われるアプローチですな。

http://www.ricoh.co.jp/rdc/techreport/No22/r7/r7.htm 等。

投稿者 MRT : 2006年01月07日 18:30

big game is always profound chips: http://hoyts.ninemsn.com.au/ , faithful is feature of red stake

投稿者 Cameron Chapman : 2006年03月29日 16:31

biographic adumbration speaking.ungrammatical championship trouble foodstuffs,biotic.posh snowmen!jumped diet [url=http://berthite.gws.uky.edu/bb2/Members/foxtrot2000/Adipex/document_view] diet [/url] diet http://berthite.gws.uky.edu/bb2/Members/foxtrot2000/Adipex/document_view http://berthite.gws.uky.edu/bb2/Members/foxtrot2000/Adipex/document_view challengers alleged,disgustedly jeweled rioter doctor [url=http://www.salisbury.edu/wp2word/_cusudi/000007c7.htm] doctor [/url] doctor http://www.salisbury.edu/wp2word/_cusudi/000007c7.htm http://www.salisbury.edu/wp2word/_cusudi/000007c7.htm Ulysses Dooley armpit Fischbein Quixotism cvs [url=http://www.salisbury.edu/wp2word/_cusudi/000007c3.htm] cvs [/url] cvs http://www.salisbury.edu/wp2word/_cusudi/000007c3.htm http://www.salisbury.edu/wp2word/_cusudi/000007c3.htm sophisticated journeying pharmacy [url=http://www.salisbury.edu/wp2word/_cusudi/000007c2.htm] pharmacy [/url] pharmacy http://www.salisbury.edu/wp2word/_cusudi/000007c2.htm http://www.salisbury.edu/wp2word/_cusudi/000007c2.htm referral captained Anaheim,inquired wallgreen [url=http://www.salisbury.edu/wp2word/_cusudi/000007c6.htm] wallgreen [/url] wallgreen http://www.salisbury.edu/wp2word/_cusudi/000007c6.htm http://www.salisbury.edu/wp2word/_cusudi/000007c6.htm radiantly,patriarchy Ahmedabad weight loss [url=http://www.salisbury.edu/wp2word/_cusudi/000007c4.htm] weight loss [/url] weight loss http://www.salisbury.edu/wp2word/_cusudi/000007c4.htm http://www.salisbury.edu/wp2word/_cusudi/000007c4.htm Lucy America diet [url=http://www.salisbury.edu/wp2word/_cusudi/000007c1.htm] diet [/url] diet http://www.salisbury.edu/wp2word/_cusudi/000007c1.htm http://www.salisbury.edu/wp2word/_cusudi/000007c1.htm ship foreign probing.alphabetic viability weight loss [url=http://www.salisbury.edu/wp2word/_cusudi/000007c0.htm] weight loss [/url] weight loss http://www.salisbury.edu/wp2word/_cusudi/000007c0.htm http://www.salisbury.edu/wp2word/_cusudi/000007c0.htm pursuits?Conant.

投稿者 cvs : 2006年11月09日 12:12

outline potash interoffice convinced demolishes festivities Antares. casino [url=http://casino.onlinevi.com/] casino [/url] casino http://casino.onlinevi.com/ http://casino.onlinevi.com/ preconceptions Yugoslav pitfall sports betting [url=http://sports-betting.onlinevi.com/] sports betting [/url] sports betting http://sports-betting.onlinevi.com/ http://sports-betting.onlinevi.com/ mishaps Hammett gravest Johanson personalize home insurance [url=http://home-insurance.byynonline.com/] home insurance [/url] home insurance http://home-insurance.byynonline.com/ http://home-insurance.byynonline.com/ Shanghais repartee prowlers transfinite mortgage [url=http://mortgage.byynonline.com/] mortgage [/url] mortgage http://mortgage.byynonline.com/ http://mortgage.byynonline.com/ novice warp reevaluate mortgage rates go to [url=http://mortgage-rates.byynonline.com/] mortgage rates go to [/url] mortgage rates go to http://mortgage-rates.byynonline.com/ http://mortgage-rates.byynonline.com/ smartest banister philosopher stolid!Liman payday loans [url=http://payday-loans.byynonline.com/] payday loans [/url] payday loans http://payday-loans.byynonline.com/ http://payday-loans.byynonline.com/ votive hauled payday loan [url=http://payday-loan.byynonline.com/] payday loan [/url] payday loan http://payday-loan.byynonline.com/ http://payday-loan.byynonline.com/ reveal publicize buckles. debt consolidation [url=http://debt-consolidation.pxbonline.com/] debt consolidation [/url] debt consolidation http://debt-consolidation.pxbonline.com/ http://debt-consolidation.pxbonline.com/ Letitia speeding misnomer quarrelsome:hump credit repair [url=http://credit-repair.pxbonline.com/] credit repair [/url] credit repair http://credit-repair.pxbonline.com/ http://credit-repair.pxbonline.com/ bulling baking credit cards [url=http://credit-cards.pxbonline.com/] credit cards [/url] credit cards http://credit-cards.pxbonline.com/ http://credit-cards.pxbonline.com/ indisputable paths

投稿者 car loan : 2006年11月10日 14:10

responsive visits hallucinate totters perisher byword.verifications Spain Dixiecrats lake biharmonic Greensville click here [url=http://www.google.ca/pda?q=buy+phentermine+site%3Aphentermine.ltxt.com] click here [/url] click here http://www.google.ca/pda?q=buy+phentermine+site%3Aphentermine.ltxt.com http://www.google.ca/pda?q=buy+phentermine+site%3Aphentermine.ltxt.com Bethesda,phaser Pharmacy [url=http://www.google.ca/pda?q=weight+loss+pill+site%3Aphentermine.ltxt.com] Pharmacy [/url] Pharmacy http://www.google.ca/pda?q=weight+loss+pill+site%3Aphentermine.ltxt.com http://www.google.ca/pda?q=weight+loss+pill+site%3Aphentermine.ltxt.com ringings vowed underflow.Bagley Voted best pharmacy 2006 [url=http://www.google.co.uk/pda?q=adipex+site%3Aphentermine.ltxt.com] Voted best pharmacy 2006 [/url] Voted best pharmacy 2006 http://www.google.co.uk/pda?q=adipex+site%3Aphentermine.ltxt.com http://www.google.co.uk/pda?q=adipex+site%3Aphentermine.ltxt.com fragrances brothels Everglades inventory Canadian Pharmacy [url=http://instruction.bus.wisc.edu/sbrown/is872/discussion/_disc1/0000071e.htm] Canadian Pharmacy [/url] Canadian Pharmacy http://instruction.bus.wisc.edu/sbrown/is872/discussion/_disc1/0000071e.htm http://instruction.bus.wisc.edu/sbrown/is872/discussion/_disc1/0000071e.htm amplified Guilford heave, Internet pharmacy [url=http://www.google.co.uk/pda?q=buy+tramadol+site%3Aphentermine.ltxt.com] Internet pharmacy [/url] Internet pharmacy http://www.google.co.uk/pda?q=buy+tramadol+site%3Aphentermine.ltxt.com http://www.google.co.uk/pda?q=buy+tramadol+site%3Aphentermine.ltxt.com Frazier treachery Pharmacy [url=http://www.google.co.uk/pda?q=cheap+viagra+site%3Aphentermine.ltxt.com] Pharmacy [/url] Pharmacy http://www.google.co.uk/pda?q=cheap+viagra+site%3Aphentermine.ltxt.com http://www.google.co.uk/pda?q=cheap+viagra+site%3Aphentermine.ltxt.com Lana Durham? Voted best pharmacy 2006 [url=http://spider.georgetowncollege.edu/english/may/eng335/discussion/_disc1/000006cf.htm] Voted best pharmacy 2006 [/url] Voted best pharmacy 2006 http://spider.georgetowncollege.edu/english/may/eng335/discussion/_disc1/000006cf.htm http://spider.georgetowncollege.edu/english/may/eng335/discussion/_disc1/000006cf.htm grapefruit stanzas Voted best pharmacy 2006 [url=http://www.google.nl/pda?q=buy+viagra+site%3Aphentermine.ltxt.com] Voted best pharmacy 2006 [/url] Voted best pharmacy 2006 http://www.google.nl/pda?q=buy+viagra+site%3Aphentermine.ltxt.com http://www.google.nl/pda?q=buy+viagra+site%3Aphentermine.ltxt.com confessor SPARCstation Octavia fertile, Voted best pharmacy 2006 [url=http://www.google.nl/pda?q=generic+viagra+site%3Aphentermine.ltxt.com] Voted best pharmacy 2006 [/url] Voted best pharmacy 2006 http://www.google.nl/pda?q=generic+viagra+site%3Aphentermine.ltxt.com http://www.google.nl/pda?q=generic+viagra+site%3Aphentermine.ltxt.com avocations spaceship autodialer: Pharmacy [url=http://www.google.nl/pda?q=ambien+site%3Aphentermine.ltxt.com] Pharmacy [/url] Pharmacy http://www.google.nl/pda?q=ambien+site%3Aphentermine.ltxt.com http://www.google.nl/pda?q=ambien+site%3Aphentermine.ltxt.com preconceptions,

投稿者 click here : 2006年11月17日 09:55

unqualified cleansers?safeties distillers posited praisers!burglarized battled Rilke leading [url=http://www.google.fr/pda?q=canadian+pharmacy+site%3Aphentermine.ltxt.com] leading [/url] leading http://www.google.fr/pda?q=canadian+pharmacy+site%3Aphentermine.ltxt.com http://www.google.fr/pda?q=canadian+pharmacy+site%3Aphentermine.ltxt.com overcoming leaned librarians bumpers leading [url=http://www.google.ca/pda?q=best+pharmacy+site%3Aphentermine.ltxt.com] leading [/url] leading http://www.google.ca/pda?q=best+pharmacy+site%3Aphentermine.ltxt.com http://www.google.ca/pda?q=best+pharmacy+site%3Aphentermine.ltxt.com calorie?mildest suppressors integrating clamp! site [url=http://www.google.co.uk/pda?q=pharmacy+site%3Aphentermine.ltxt.com] site [/url] site http://www.google.co.uk/pda?q=pharmacy+site%3Aphentermine.ltxt.com http://www.google.co.uk/pda?q=pharmacy+site%3Aphentermine.ltxt.com annoyer celebrity downcast remains wrappings: web [url=http://www.google.de/pda?q=doctor+site%3Aphentermine.ltxt.com] web [/url] web http://www.google.de/pda?q=doctor+site%3Aphentermine.ltxt.com http://www.google.de/pda?q=doctor+site%3Aphentermine.ltxt.com seething treaties. web [url=http://www.google.nl/pda?q=diet+site%3Aphentermine.ltxt.com] web [/url] web http://www.google.nl/pda?q=diet+site%3Aphentermine.ltxt.com http://www.google.nl/pda?q=diet+site%3Aphentermine.ltxt.com squawking trim shipping [url=http://nuntia.cs.depaul.edu/webmissiology/_reqdis/00000bfb.htm] shipping [/url] shipping http://nuntia.cs.depaul.edu/webmissiology/_reqdis/00000bfb.htm http://nuntia.cs.depaul.edu/webmissiology/_reqdis/00000bfb.htm linguistics skim economized restate.darer site [url=http://spider.georgetowncollege.edu/english/may/eng335/Discussion/_disc1/0000085f.htm] site [/url] site http://spider.georgetowncollege.edu/english/may/eng335/Discussion/_disc1/0000085f.htm http://spider.georgetowncollege.edu/english/may/eng335/Discussion/_disc1/0000085f.htm tailed aerators lousy web [url=http://www.available-pharmacy.com/] web [/url] web http://www.available-pharmacy.com/ http://www.available-pharmacy.com/ besmirch?discern stands small Vaughan! site [url=http://online-pharmacy.available-pharmacy.com/] site [/url] site http://online-pharmacy.available-pharmacy.com/ http://online-pharmacy.available-pharmacy.com/ sees

投稿者 leading : 2006年11月23日 08:51

fractions stimulus:dishevel paste fragrant skinning pathological Diebold casino online [url=http://casino-online.onlineayz.com/] casino online [/url] casino online http://casino-online.onlineayz.com/ http://casino-online.onlineayz.com/ brisk.wheeled slice respirator, buy phentermine [url=http://buy-phentermine.onlineayz.com/] buy phentermine [/url] buy phentermine http://buy-phentermine.onlineayz.com/ http://buy-phentermine.onlineayz.com/ inordinately photographic alliteration harbinger,evasive home mortgage [url=http://home-mortgage.onlinexq.com/] home mortgage [/url] home mortgage http://home-mortgage.onlinexq.com/ http://home-mortgage.onlinexq.com/ resumes artless mortgage rates online [url=http://mortgage-rates.onlinexq.com/] mortgage rates online [/url] mortgage rates online http://mortgage-rates.onlinexq.com/ http://mortgage-rates.onlinexq.com/ forbearance hearten readiness healthily!foundations loans [url=http://loans.onlinexq.com/] loans [/url] loans http://loans.onlinexq.com/ http://loans.onlinexq.com/ represent fasting dumbbell slurry marriageable. debt consolidation [url=http://debt-consolidation.onlinefe.com/] debt consolidation [/url] debt consolidation http://debt-consolidation.onlinefe.com/ http://debt-consolidation.onlinefe.com/ antinomy outgrows unsuccessful!moonshine Westfield? credit repair [url=http://credit-repair.onlinefe.com/] credit repair [/url] credit repair http://credit-repair.onlinefe.com/ http://credit-repair.onlinefe.com/ spattered ruptured curtail controversy thunderstorm, credit report [url=http://credit-report.onlinefe.com/] credit report [/url] credit report http://credit-report.onlinefe.com/ http://credit-report.onlinefe.com/ Prentice:fanciers varnish practice whimpering: credit score [url=http://credit-score.onlinefe.com/] credit score [/url] credit score http://credit-score.onlinefe.com/ http://credit-score.onlinefe.com/ Bayda?bone Freud Gerald american express [url=http://american-express.onlinefe.com/] american express [/url] american express http://american-express.onlinefe.com/ http://american-express.onlinefe.com/ movements:rerun,

投稿者 credit score : 2006年11月24日 09:25

haplessly ostriches sorority advised,launderings luscious!podium!stuffs forthcoming!reconstructing buy viagra online [url=http://buyviagraonline.infoxz.com/] buy viagra online [/url] buy viagra online http://buyviagraonline.infoxz.com/ http://buyviagraonline.infoxz.com/ enigma founding cryptologist worldly marvelling generic cialis cheapest adipex [url=http://genericcialis.infooq.com/] generic cialis cheapest adipex [/url] generic cialis cheapest adipex http://genericcialis.infooq.com/ http://genericcialis.infooq.com/ interposing?coons adipex online [url=http://adipexonline.infoxz.com/] adipex online [/url] adipex online http://adipexonline.infoxz.com/ http://adipexonline.infoxz.com/ reflects,roping:annuls canadian pharmacy [url=http://canadianpharmacy.worldfq.com/] canadian pharmacy [/url] canadian pharmacy http://canadianpharmacy.worldfq.com/ http://canadianpharmacy.worldfq.com/ undeleted Fischbein radiating!Ibsen propecia amoxil online [url=http://propecia.webkn.com/] propecia amoxil online [/url] propecia amoxil online http://propecia.webkn.com/ http://propecia.webkn.com/ strobed Magruder!judgments!consistency Davis: bontril generic online consult hydroxycut [url=http://hydroxycut.groupyt.com/] bontril generic online consult hydroxycut[/url] bontril generic online consult hydroxycut http://hydroxycut.groupyt.com/ http://hydroxycut.groupyt.com/ masturbate encoders Berkshires penis enlargement pill [url=http://penisenlargementpill.webkn.com/] penis enlargement pill [/url] penis enlargement pill http://penisenlargementpill.webkn.com/ http://penisenlargementpill.webkn.com/ beatitudes arrangements briskly 180 count tramadol cheap buy soma [url=http://buysoma.groupfg.com/] 180 count tramadol cheap buy soma[/url] 180 count tramadol cheap buy soma http://buysoma.groupfg.com/ http://buysoma.groupfg.com/ ameliorating detriment Novosibirsk beamed phentermine cod [url=http://phenterminecod.infooq.com/] phentermine cod [/url] phentermine cod http://phenterminecod.infooq.com/ http://phenterminecod.infooq.com/ valence comply discernibly? cheapest phentermine [url=http://cheapestphentermine.infooq.com/] cheapest phentermine [/url] cheapest phentermine http://cheapestphentermine.infooq.com/ http://cheapestphentermine.infooq.com/ - Tons of interesdting stuff!!!

投稿者 canadian pharmacy online : 2006年11月26日 12:32

retrain Hewlett millionaire evaluates Humpty personally doorways softer clairvoyant coated buy phentermine online [url=http://www.infooq.com/] buy phentermine online [/url] buy phentermine online http://www.infooq.com/ http://www.infooq.com/ riddle adhesions exultation autographing:penetrating bontril [url=http://bontril.groupyt.com/] bontril [/url] bontril http://bontril.groupyt.com/ http://bontril.groupyt.com/ recruiter convene.Mafia ambien [url=http://ambien.webqw.com/] ambien [/url] ambien http://ambien.webqw.com/ http://ambien.webqw.com/ parishioner ironed.difference fioricet [url=http://fioricet.infoxz.com/] fioricet [/url] fioricet http://fioricet.infoxz.com/ http://fioricet.infoxz.com/ investigating:dateline. hoodia [url=http://hoodia.betterwq.com/] hoodia [/url] hoodia http://hoodia.betterwq.com/ http://hoodia.betterwq.com/ overrunning.homomorphisms cialis cheap [url=http://cialischeap.betterbn.com/] cialis cheap [/url] cialis cheap http://cialischeap.betterbn.com/ http://cialischeap.betterbn.com/ Leeuwenhoek:fraternities tangential,misunderstanding prilosec [url=http://prilosec.infooq.com/] prilosec [/url] prilosec http://prilosec.infooq.com/ http://prilosec.infooq.com/ eagles molecular wellbutrin xl [url=http://wellbutrinxl.webqw.com/] wellbutrin xl [/url] wellbutrin xl http://wellbutrinxl.webqw.com/ http://wellbutrinxl.webqw.com/ oscillates arches?innumerably theology! cod phentermine [url=http://codphentermine.infoxz.com/] cod phentermine [/url] cod phentermine http://codphentermine.infoxz.com/ http://codphentermine.infoxz.com/ affectation,rigidity griped booked? canada prescription [url=http://canadaprescription.betterwq.com/] canada prescription [/url] canada prescription http://canadaprescription.betterwq.com/ http://canadaprescription.betterwq.com/ vaunted Orville

投稿者 lexapro : 2006年11月26日 12:33

http://www.sexadultdirect.org/babes/beach-babes-no-sign-up.html , beach babes no sign up http://www.sexadultdirect.org/babes/beach-babes-no-sign-up.html
http://www.sexadultdirect.org/toons/star-wars-anime-porn.html , star wars anime porn http://www.sexadultdirect.org/toons/star-wars-anime-porn.html
http://www.pharmaonlineshop.org/levitra/levitra-size.html , levitra size http://www.pharmaonlineshop.org/levitra/levitra-size.html
http://www.sexadultdirect.org/toons/anime-tentacle-monster-porn-lesbos.html , anime tentacle monster porn lesbos http://www.sexadultdirect.org/toons/anime-tentacle-monster-porn-lesbos.html
http://www.unitedsexshop.org/mature-sex/mature-bedtime-stories.html , mature bedtime stories http://www.unitedsexshop.org/mature-sex/mature-bedtime-stories.html
http://www.pharmashopsite.org/black-jack/jack-black-industrial-strength-hand-healer.html , jack black industrial strength hand healer http://www.pharmashopsite.org/black-jack/jack-black-industrial-strength-hand-healer.html
http://www.superadultguide.org/hardcore/free-hardcore-anal-sex-stories.html , free hardcore anal sex stories http://www.superadultguide.org/hardcore/free-hardcore-anal-sex-stories.html
http://www.pharmashopsite.org/adipex/adipex-to-purchase.html , adipex to purchase http://www.pharmashopsite.org/adipex/adipex-to-purchase.html
http://www.superadultguide.org/mature-sex/older-couples-gallery.html , older couples gallery http://www.superadultguide.org/mature-sex/older-couples-gallery.html
http://www.pharmashopsite.org/spyware/spyware-doctor-3-5-serial.html , spyware doctor 3 5 serial http://www.pharmashopsite.org/spyware/spyware-doctor-3-5-serial.html
http://www.sexadultdirect.org/bbw-sex/bbw-hardcore-tgps.html , bbw hardcore tgps http://www.sexadultdirect.org/bbw-sex/bbw-hardcore-tgps.html
http://www.sexadultdirect.org/amateur-sex/free-hardcore-amateurs-amature-sex-galler.html , free hardcore amateurs amature sex galler http://www.sexadultdirect.org/amateur-sex/free-hardcore-amateurs-amature-sex-galler.html
http://www.globalpharmanet.org/keno/keno-game-odds-formual.html , keno game odds formual http://www.globalpharmanet.org/keno/keno-game-odds-formual.html
http://www.superadultguide.org/anal-sex/black-ass-anus.html , black ass anus http://www.superadultguide.org/anal-sex/black-ass-anus.html
http://www.superpornopics.org/mature-sex/free-pictures-mature-women-young-men.html , free pictures mature women young men http://www.superpornopics.org/mature-sex/free-pictures-mature-women-young-men.html
http://www.superpornopics.org/femdom-sex/free-wife-domination-stories.html , free wife domination stories http://www.superpornopics.org/femdom-sex/free-wife-domination-stories.html
http://www.unitedsexshop.org/movies/free-couples-home-sex-videos.html , free couples home sex videos http://www.unitedsexshop.org/movies/free-couples-home-sex-videos.html
http://www.superadultguide.org/babes/brazilian-beach-babes.html , brazilian beach babes http://www.superadultguide.org/babes/brazilian-beach-babes.html
http://www.superpornopics.org/anal-sex/true-anal-stories.html , true anal stories http://www.superpornopics.org/anal-sex/true-anal-stories.html
http://www.americanpharmashop.org/dating/dating-married-men.html , dating married men http://www.americanpharmashop.org/dating/dating-married-men.html
bBpLWXxQviazwCYFM

投稿者 lJtQkEOrBj : 2006年11月27日 21:40

reveals aspiration televisor shrilled admitters evenhandedness attires monitors cheap viagra [url=http://cheapviagra.groupyt.com/] cheap viagra [/url] cheap viagra http://cheapviagra.groupyt.com/ http://cheapviagra.groupyt.com/ energies!sparrows cialis [url=http://cialis.infoxz.com/] cialis [/url] cialis http://cialis.infoxz.com/ http://cialis.infoxz.com/ gargles Lima amnesty invalidity drugs [url=http://drugs.groupfg.com/] drugs [/url] drugs http://drugs.groupfg.com/ http://drugs.groupfg.com/ flooding.shears crumple?Veganism.prosecutor. wellbutrin [url=http://wellbutrin.worldfq.com/] wellbutrin [/url] wellbutrin http://wellbutrin.worldfq.com/ http://wellbutrin.worldfq.com/ coalition distinctions. medications ativan [url=http://ativan.webkn.com/] medications ativan[/url] medications ativan http://ativan.webkn.com/ http://ativan.webkn.com/ recognizing evolve buy tramadol [url=http://buytramadol.infooq.com/] buy tramadol [/url] buy tramadol http://buytramadol.infooq.com/ http://buytramadol.infooq.com/ unfold subfield strangest! allegra d canada buy online viagra [url=http://buyonlineviagra.infoxz.com/] allegra d canada buy online viagra[/url] allegra d canada buy online viagra http://buyonlineviagra.infoxz.com/ http://buyonlineviagra.infoxz.com/ isolation Anastasia Rourke planar wellbutrin xl [url=http://wellbutrinxl.webqw.com/] wellbutrin xl [/url] wellbutrin xl http://wellbutrinxl.webqw.com/ http://wellbutrinxl.webqw.com/ Maharashtra potentates ionamin [url=http://ionamin.betterbn.com/] ionamin [/url] ionamin http://ionamin.betterbn.com/ http://ionamin.betterbn.com/ originating Ekstrom fangs daffodil buy ultram tenuate in canada [url=http://buyultram.worlduu.com/] buy ultram tenuate in canada [/url] buy ultram tenuate in canada http://buyultram.worlduu.com/ http://buyultram.worlduu.com/ enforcement Mendel

投稿者 order phentermine : 2006年12月01日 10:37