▁data ▁collected ▁by ▁R I PE ▁Atlas ▁is ▁open ▁data ▁and ▁is ▁made ▁public ly ▁available ▁to ▁users ▁and ▁the ▁wider ▁Internet ▁community . ▁ ▁A ▁selection ▁of ▁published ▁papers ▁using ▁R I PE ▁Atlas ▁data ▁include : ▁▁ ▁Using ▁R I PE ▁Atlas ▁for ▁Ge ol oc ating ▁IP ▁In frastr ucture ▁ ▁Dis sect ing ▁the ▁Speed - of - Internet ▁of ▁Middle ▁East ▁ ▁Dis sect ing ▁Last - mile ▁L aten cy ▁Character istics ▁ ▁V antage ▁Point ▁Selection ▁for ▁IP v 6 ▁Me asure ments : ▁Ben ef its ▁and ▁Lim itations ▁of ▁R I PE ▁Atlas ▁Tags ▁ ▁Dynamic ▁T rac er oute ▁Visual ization ▁at ▁Multiple ▁Ab stra ction ▁Level s ▁ ▁Network ▁Inter ference ▁D ete ction ▁▁ ▁Internet ▁Performance ▁Me asure ment ▁Platform s ▁▁ ▁Visual ization ▁and ▁Mon itor ing ▁for ▁the ▁Ident ification ▁and ▁Analysis ▁of ▁DNS ▁Iss ues ▁ ▁Investig ating ▁Inter domain ▁Rout ing ▁Pol ic ies ▁▁ ▁M apping ▁Pe ering ▁Inter conne ctions ▁▁ ▁Gener ating ▁Function ▁For ▁Network ▁Del ay ▁▁ ▁Less ons ▁Lear ned ▁From ▁Using ▁the ▁R I PE ▁Atlas ▁Platform ▁for ▁Me asure ment ▁Research ▁▁ ▁Quant ifying ▁Inter ference ▁between ▁Me asure ments ▁on ▁the ▁R I PE ▁Atlas ▁Platform ▁▁ ▁Ge ol ocation ▁hints ▁ver ification ▁using ▁R I PE ▁Atlas ▁▁ ▁Using ▁R I PE ▁Atlas ▁to ▁E valu ate ▁the ▁Loc ator / Id ▁Se par ation ▁Pro tocol ▁▁ ▁Performance ▁E valu ation ▁of ▁Loc ator / Identifier ▁Se