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Return-Path: <066-EOV-335.0.99064.0.0.11505.9.48068165@em-sj-77.mktomail.com> Delivered-To: dr.sultan@jack.ngo Received: from mocha3025.mochahost.com by mocha3025.mochahost.com with LMTP id yIPoICsxw2BkFwIAaMJ/gg (envelope-from <066-EOV-335.0.99064.0.0.11505.9.48068165@em-sj-77.mktomail.com>) for <dr.sultan@jack.ngo>; Fri, 11 Jun 2021 05:47:23 -0400 Return-path: <066-EOV-335.0.99064.0.0.11505.9.48068165@em-sj-77.mktomail.com> Envelope-to: dr.sultan@jack.ngo Delivery-date: Fri, 11 Jun 2021 05:47:23 -0400 Received: from em-sj-81.mktomail.com ([199.15.215.81]:41851) by mocha3025.mochahost.com with esmtps (TLS1.2) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.94.2) (envelope-from <066-EOV-335.0.99064.0.0.11505.9.48068165@em-sj-77.mktomail.com>) id 1lrdl5-000pSd-60 for dr.sultan@jack.ngo; Fri, 11 Jun 2021 05:47:23 -0400 X-MSFBL: Ap/zWZmFl1+GHri7D7PdwBzy5bTWgyBHMDwT9uogbL8=|eyJnIjoiYmctc2otMDE iLCJiIjoiZHZwLTE5OS0xNS0yMTQtNDgiLCJ1IjoiMDY2LUVPVi0zMzU6MDoxNTE 2NTo5MjM0NjoxMDY3MTIyOjExNTA1Ojk6OTkwNjQ6NDgwNjgxNjUiLCJyIjoiZHI uc3VsdGFuQGphY2submdvIn0= DKIM-Signature: v=1; a=rsa-sha256; q=dns/txt; c=relaxed/relaxed; t=1623404802; s=m1; d=mktomail.com; i=@mktomail.com; h=Content-Type:MIME-Version:Subject:To:From:Date; bh=JSgd06WsXpD/VQTqkIWeBUdam16I//6yFoTUD2GC4lE=; b=KcbMTFT9PNCHomK4QeIGhRBCCp1UzfSfFNNvGfS/16ii8IjLX3818eiEEz5LPBfz dcv9OArk9JD4rhqU8EOMBtPW+O05dhuN0dOMtYcfSVKtkkLuvpP0Q/+NIfy/ike4al8 nCKjgL7pG1YIZ97LlsTYTX8sk2di7MgTztJGnh3Q= Date: Fri, 11 Jun 2021 04:46:42 -0500 (CDT) From: Canonical | Ubuntu <ubuntu-marketing@canonical.com> Reply-To: ubuntu-marketing@canonical.com To: dr.sultan@jack.ngo Message-ID: <1495543570.360036654.1623404802375@sjmktmail-batch1a.marketo.org> Subject: Whitepaper: AI/ML in mobile networks MIME-Version: 1.0 Content-Type: multipart/alternative; boundary="----=_Part_360036653_1749262792.1623404802375" X-Binding: bg-sj-01 X-MarketoID: 066-EOV-335:0:15165:92346:1067122:11505:9:99064:48068165 X-Mailfrom: 066-EOV-335.0.99064.0.0.11505.9.48068165@em-sj-77.mktomail.com List-Unsubscribe: <mailto:K5RHGMCNGVDE432VO5DECMDNOJTHCOK7GBNEWVDWO4WW42ZNOFMVS4TLKNFUKQZUMRRGWPI=.99064.11505.9@unsub-sj.mktomail.com> X-MktArchive: false X-MSYS-API: {"options":{"open_tracking":false,"click_tracking":false}} X-MktMailDKIM: true ------=_Part_360036653_1749262792.1623404802375 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: quoted-printable To view this email as a web page, go to the following address: https://page= s.ubuntu.com/index.php/email/emailWebview?mkt_tok=3DMDY2LUVPVi0zMzUAAAF9mXA= hRdO_iHiv5iUg6roFfSTBiI9cUN7QYC0zVemicfGodJXEL_TXRB9KletMnm4LRytuNsSbKNRmWj= iv2wrYnwNdp3yQSShA_BQYJqtPdqF5lQ&md_id=3D11505 Hi=C2=A0Sultan, According to an IDC report, Artificial Intelligence (AI), alongside 5G, IoT= , and cloud computing, is one of the technologies reshaping the telecom ind= ustry. From data-driven decisions to fully automated and self-healing netwo= rks, AI developments are accelerating innovation and driving costs of opera= tion down. This whitepaper aims to provide a guide of existing use-cases for AI/ML in = mobile networks. Download to discover: =09- Key questions to consider around core network, radio network, and ente= rprise IT parts before implementation, by use case =09- Recommendations of open source software components for building effici= ent solutions =09- Operation tips for AI in production <http://mkto-g0030.com/MDY2LUVPVi0zMzUAAAF9mXAhRepeY4f6V9qnRuGtqUmDjkynad_= atpcjZ0rFFKr2t89ysyV-IRdQyEsFCiihhZW-rZg=3D> Kind=20 regards,=C2=A0 The Ubuntu=20 & Canonical Team <http://mkto-g0030.com/MDY2LUVPVi0zMzUAAAF9mXAhRdnHx3HT0rw6iy9KSt0K7wjK5e3= 6I2P4OTr8r-yjHvohQBrA-JX0d0uoZr9ExGBDydw=3D>=C2=A0=C2=A0 <http://mkto-g0030= .com/MDY2LUVPVi0zMzUAAAF9mXAhRVV3xef7J63pCjp17f3CYQqWzVJY-LUpjgD46w-ycajHgD= IGHBXwcFUwf3gWrPP7ogc=3D>=C2=A0=C2=A0 <http://mkto-g0030.com/MDY2LUVPVi0zMz= UAAAF9mXAhRc0SOG0atd4gUNVsNtPCsBmbEqOvEBRAdQGLVhUrjRa4VePCWj1VZNWoEbjmHEv2c= Mw=3D> To update your email preferences or to unsubscribe, go to the following lin= k: https://pages.ubuntu.com/lp/canonical2/UnsubscribePage.html?mkt_unsubscr= ibe=3D1&mkt_tok=3DMDY2LUVPVi0zMzUAAAF9mXAhRdO_iHiv5iUg6roFfSTBiI9cUN7QYC0zV= emicfGodJXEL_TXRB9KletMnm4LRytuNsSbKNRmWjiv2wrYnwNdp3yQSShA_BQYJqtPdqF5lQ. ------=_Part_360036653_1749262792.1623404802375 Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: quoted-printable <!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.= w3.org/TR/html4/loose.dtd"> <html> <head>=20 <meta http-equiv=3D"Content-Type" content=3D"text/html; charset=3Dutf-8">= =20 <title>Ubuntu</title>=20 <style type=3D"text/css"> #canonical a:hover { color: rgb(221, 72, 20); tex= t-decoration: none } #canonical .online a:hover { text-decoration: none } d= iv > p { text-align: center;}</style>=20 </head>=20 <body bgcolor=3D"#FFFFFF" background=3D"http://pages.canonical.com/rs/canon= ical2/images/ubuntu_com_body_bg_201304.jpg" style=3D""><style type=3D"text/= css">div#emailPreHeader{ display: none !important; }</style><div id=3D"emai= lPreHeader" style=3D"mso-hide:all; visibility:hidden; opacity:0; color:tran= sparent; mso-line-height-rule:exactly; line-height:0; font-size:0px; overfl= ow:hidden; border-width:0; display:none !important;">A guide for data teams= </div> <div style=3D"text-align: center"><font face=3D"Verdana" size=3D"1">To view= this email as a web page, <a href=3D "http://mkto-g0030.com/v/MDY2LUVPVi0zMzUAAAF9mXAhRVIN2P6IM3vnCeaF0jMBWmEvjc= nl-WSdsUPVcEtAjnyBMVAmn1thUFl09A_KCo17Ovs=3D" >click here</a><br /><br /></font></div> =20 <div id=3D"canonical" style=3D"margin: 0px; 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font-family: Ubuntu, Ar= ial, Helvetica, sans-serif; color: rgb(119, 41, 83); text-decoration: none;= font-family: Ubuntu, Arial, Helvetica, sans-serif; "> <div> <img src=3D"https://pages.ubuntu.com/rs/066-EOV-335/images/Telecom_AI_Guide= .png" alt=3D"Telecom_AI_Guide.png" height=3D"161" width=3D"690" style=3D"di= splay: block; margin-left: auto; margin-right: auto;"> </div></span></td>=20 </tr>=20 <tr style=3D"">=20 <td style=3D"">=20 <table width=3D"600" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" style= =3D"">=20 <tbody>=20 <tr>=20 <td width=3D"20" height=3D"24"> </td>=20 <td width=3D"560" height=3D"24"> </td>=20 <td width=3D"20" height=3D"24"> </td>=20 </tr>=20 <!-- Body -->=20 <tr style=3D"">=20 <!-- Salutation -->=20 <td></td>=20 <td width=3D"560" style=3D"color:#717073; font-family:Ubuntu, Arial, Helvet= ica, sans-serif;font-size:15px; "><span class=3D"mktEditable" id=3D"greetin= g" style=3D"font-family: Ubuntu, Arial, Helvetica, sans-serif; font-family:= Ubuntu, Arial, Helvetica, sans-serif; color: rgb(119, 41, 83); text-decora= tion: none; font-family: Ubuntu, Arial, Helvetica, sans-serif; font-size:15= px; color:#717073; font-family:Ubuntu, Arial, Helvetica, sans-serif; "> <p>= <span style=3D"color: #808080; font-family: Ubuntu, Arial, Helvetica, sans-= serif; font-size: 16px; font-style: normal; font-variant-ligatures: normal;= font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orpha= ns: 2; text-align: start; text-indent: 0px; text-transform: none; white-spa= ce: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; b= ackground-color:=20 #ffffff; text-decoration-style: initial; text-decoration-color: initial; di= splay: inline !important; float: none;">Hi </span><span style=3D"font-= family: Ubuntu, Arial, Helvetica, sans-serif; font-style: normal; font-vari= ant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-= spacing: normal; orphans: 2; text-align: start; text-indent: 0px; text-tran= sform: none; white-space:=20 normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-= decoration-style: initial; text-decoration-color: initial; float: none; dis= play: inline !important;">Sultan,</span></p> </span></td>=20 <td></td>=20 </tr>=20 <tr style=3D"">=20 <!-- Body -->=20 <td width=3D"20"> </td>=20 <td width=3D"560" align=3D"left" valign=3D"top" style=3D"color:#717073; fon= t-family:Ubuntu, Arial, Helvetica, sans-serif; font-size:15px; "><span clas= s=3D"mktEditable" id=3D"greetingText" style=3D"font-family: Ubuntu, Arial, = Helvetica, sans-serif; font-family: Ubuntu, Arial, Helvetica, sans-serif; c= olor: rgb(119, 41, 83); text-decoration: none; font-family: Ubuntu, Arial, = Helvetica, sans-serif; font-family: Ubuntu, Arial, Helvetica, sans-serif; f= ont-family: Ubuntu, Arial, Helvetica, sans-serif; line-height:24px; font-si= ze:15px; color:#717073; font-family:Ubuntu, Arial, Helvetica, sans-serif; "= > <p>According to an IDC report, Artificial Intelligence (AI), alongside 5G= , IoT, and cloud computing, is one of the technologies reshaping the teleco= m industry. From data-driven decisions to fully automated and self-healing = networks, AI developments are accelerating innovation and driving costs of = operation down.</p> <p>This whitepaper aims to provide a guide of existing = use-cases for AI/ML in mobile networks. Download to discover:</p>=20 <ul>=20 <li>Key questions to consider around core network, radio network, and enter= prise IT parts before implementation, by use case</li>=20 <li>Recommendations of open source software components for building efficie= nt solutions</li>=20 <li>Operation tips for AI in production<br><br></li>=20 </ul> <p align=3D"center" style=3D"font-style: normal; font-variant-ligatur= es: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: no= rmal; orphans: 2; text-indent: 0px; text-transform: none; white-space: norm= al; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; backgroun= d-color: #ffffff; color: #222222; font-family: Arial, Helvetica, sans-serif= ; font-size: small;=20 margin-bottom: 0cm; line-height: 13px;"><a href=3D "http://mkto-g0030.com/MDY2LUVPVi0zMzUAAAF9mXAhRWO0vknh2u1jbvQd0Mvrp3jyZRBy= lA8qLvqxGVVWkEmeazkweHSxMa9ZUkeBLn1ry_M=3D" target=3D"_blank" ><img src=3D"https://pages.ubuntu.com/rs/066-EOV-335/images/Download-Whitep= aper-Button.png" alt=3D"Download-Whitepaper-Button.png" height=3D"42" width= =3D"216"></a><br></p> <p align=3D"center" style=3D"font-style: normal; font= -variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; le= tter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; w= hite-space: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-width= : 0px; background-color: #ffffff; color: #222222; font-family: Arial, Helve= tica, sans-serif; font-size: small;=20 margin-bottom: 0cm; line-height: 13px;"><br></p> <p><br></p> <p style=3D"co= lor: #717073; font-family: Ubuntu, Arial, Helvetica, sans-serif; font-size:= 15px; font-style: normal; font-variant-ligatures: normal; font-variant-cap= s: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align= : -webkit-left; text-indent: 0px; text-transform: none; white-space: normal= ; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px;"><strong><s= pan style=3D"color: #717073; font-size: 15px; font-style: normal; font-vari= ant-ligatures: normal; font-variant-caps: normal; letter-spacing: normal; o= rphans: 2; text-align: -webkit-left; text-indent: 0px; text-transform: none= ; white-space: normal; widows: 2; word-spacing: 0px; -webkit-text-stroke-wi= dth: 0px; background-color: #ffffff; float: none; display: inline !importan= t;"><br></span>Kind regards, </strong><br></p> <p style=3D"color: #717= 073; font-family: Ubuntu, Arial, Helvetica, sans-serif; font-size: 15px; fo= nt-style: normal; font-variant-ligatures: normal; font-variant-caps: normal= ; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: -webkit= -left; text-indent: 0px; text-transform: none; white-space: normal; widows:= 2; word-spacing: 0px; -webkit-text-stroke-width: 0px;"><strong>The Ubuntu = & Canonical Team</strong></p>=20 <div style=3D"color: #717073; font-family: Ubuntu, Arial, Helvetica, sans-s= erif; font-size: 15px; font-style: normal; font-variant-ligatures: normal; = font-variant-caps: normal; font-weight: normal; letter-spacing: normal; orp= hans: 2; text-align: -webkit-left; text-indent: 0px; text-transform: none; = white-space: normal; 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