Google inovhura raibhurari kodhi yezvakavanzika data kugadzirisa

Google yakabudiswa library source codes"Kusiyana Kwakasiyana» nekushandiswa kwenzira musiyano wekuvanzika, kubvumira kuita zviverengero zvenhamba pane data rakaiswa nehupamhi hwepamusoro hwakakwana pasina kugona kuziva marekodhi ega mairi. Iyo raibhurari kodhi yakanyorwa muC ++ uye kuvhura ine rezinesi pasi peApache 2.0.

Ongororo ichishandisa nzira dzekuvanzika dzakasiyana inobvumira masangano kuti agadzire sampuli dzekuongorora kubva mudhatabhesi, pasina kuvabvumira kuparadzanisa data uye kupatsanura maparamendi evanhu chaivo kubva kune ruzivo rwese. Semuenzaniso, kuti vaone kusiyana kwekuchengetwa kwevarwere, vatsvakurudzi vanogona kupiwa ruzivo runovabvumira kuenzanisa urefu hwekugara kwevarwere muzvipatara, asi vachiri kuchengetedza zvakavanzika zvevarwere uye hazviratidzi ruzivo rwevarwere.

Raibhurari yakarongwa inosanganisira kushandiswa kwealgorithms akati wandei ekugadzira huwandu hwakaunganidzwa hunoenderana neseti yenhamba data inosanganisira zvakavanzika ruzivo. Kuti uone kushanda kwakarurama kwealgorithms, inopiwa stochastic probe. Algorithms inobvumidza iwe kuita muchidimbu, kuverenga, zvinoreva, kutsauka kwakajairwa, kupararira uye kurongeka kwenhamba mashandiro pane data, kusanganisira kuona hushoma, huwandu uye hwepakati. Inosanganisirawo kushandiswa Laplace mechanism, iyo inogona kushandiswa pakuverenga isina kufukidzwa neyakafanotsanangurwa algorithms.

Iyo raibhurari inoshandisa modular dhizaini iyo inokutendera iwe kuti uwedzere mashandiro aripo uye nekuwedzera mamwe masisitimu, akaunganidzwa mabasa, uye zvakavanzika mazinga ekutonga.
Kubva paraibhurari yePostgreSQL 11 DBMS yakagadzirirwa kuwedzera neseti yemabasa akaunganidzwa asingazivikanwe uchishandisa nzira dzakasiyana dzekuvanzika - ANON_COUNT, ANON_SUM, ANON_AVG, ANON_VAR, ANON_STDDEV uye ANON_NTILE.

Source: opennet.ru