1<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> 2<html xmlns="http://www.w3.org/1999/xhtml"> 3<head> 4<meta http-equiv="X-UA-Compatible" content="IE=8" /> 5<meta http-equiv="Content-Type" content="text/html; charset=windows-1251" /> 6<title>Ðîññèéñêèé ðûíîê Data Lakehouse: àðõèòåêòóðíûé ðàñêîë è áîðüáà çà áåçîïàñíîñòü </title> 7<META HTTP-EQUIV="DESCRIPTION" CONTENT="Îòå÷åñòâåííûé ðûíîê àíàëèòè÷åñêèõ õðàíèëèù äàííûõ êëàññà Data Lakehouse ïðåîäîëåë ýòàï ïèëîòíûõ ïðîåêòîâ è ïåðåøåë â ôàçó ïðîìûøëåííûõ âíåäðåíèé. Èññëåäîâàíèå «Îòå÷åñòâåííûå ðåøåíèÿ Data Lakehouse Êðóã Ãðîìîâà 2026» âûÿâèëî ôóíäàìåíòàëüíóþ òðàíñôîðìàöèþ îòðàñëè: ðåãóëÿòîðíûå òðåáîâàíèÿ ñòàëè äðàéâåðîì ðàçâèòèÿ, àðõèòåêòóðà ïëàòôîðì ðàçäåëèëàñü íà äâà ïðîòèâîïîëîæíûõ ëàãåðÿ, à âîïðîñû èíôîðìàöèîííîé áåçîïàñíîñòè ïðåâðàòèëèñü â ãëàâíûé êðèòåðèé âûáîðà. À âîò èñêóññòâåííûé èíòåëëåêò â ðîññèéñêèõ Lakehouse-ñèñòåìàõ ïîêà îñòàåòñÿ òî÷å÷íîé èííîâàöèåé." /> 8<link type="text/css" rel="stylesheet" href="/css/style.css" /> 9<link type="text/css" rel="stylesheet" href="/css/old.css" /> 10<link type="text/css" rel="stylesheet" href="/css/region_1.css" /> 11<link rel="shortcut icon" href="/favicon_1.ico" /> 12<!-- <link rel="stylesheet" href="../../css/_style.css" type="text/css"> -->
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43<!--/LiveInternet--> 44 45 46<a name="top"></a> 47<div id="main_content"> 48<div id="header"> 49<div id="banners"> 50<noindex> 51 52 53 54<a href="/view_images/url.php?url=1521&erid="><img src="/view_images/image.php?img=1521" border=0 alt="ÝÎÑ" /></a> 55 56 57 58 59</noindex> 60</div> 61<div class="clear"></div> 62<div id="logo_baner"> 63<noindex> 64<div id="news_add"> 65<div class="form">
66<script src="/js/check_news20.js" type="text/javascript"></script>
66 67<div id="close_news"> </div> 68<h2>Äîáàâèòü íîâîñòü</h2> 69<div class="clear"></div> 70<form name="new_news" method="post" enctype="multipart/form-data"> 71<div style="color:#fff; margin:10px 0">Âíèìàíèå! Ñîîáùåíèÿ î ïðåäñòîÿùèõ ìåðîïðèÿòèÿõ çäåñü ÍÅ ïóáëèêóþòñÿ. Ïóáëèêóéòå èõ òîëüêî ÷åðåç ôîðìó äîáàâëåíèÿ ìåðîïðèÿòèé</div> 72<div class="left_in"> 73<label for="fio">Èìÿ</label> 74<input type="text" name="fio" id="fio" value="" /> 75</div> 76<div> 77<label for="email">E-mail</label> 78<input type="text" name="email" id="email" value="" /> 79</div> 80<div class="c_left"></div> 81<div class="left_in"> 82<label for="title">Çàãîëîâîê</label> 83<input type="text" name="title" id="title" value="" /> 84</div> 85<div> 86<label for="news_type">Òèï íîâîñòè</label> 87<select id="news_type" name="news_type"> 88<option value="×àñòíûé èñòî÷íèê">×àñòíûé èñòî÷íèê</option> 89<option value="Îôèöèàëüíîå ñîîáùåíèå êîìïàíèè (ïðåññ-ðåëèç)" >Îôèöèàëüíîå ñîîáùåíèå êîìïàíèè (ïðåññ-ðåëèç)</option> 90</select> 91</div> 92<div class="c_left"></div> 93<div> 94<label for="lid">Àíîíñ (ïåðâûé àáçàö, â îñíîâíîé òåêñò äóáëèðîâàòü íå íàäî)</label> 95<textarea id="lid" name="lid"></textarea> 96</div> 97<div> 98<label for="main_text">Òåêñò</label> 99<p><!-- <a href="#" id="save_t"> </a>href="#" id="new_t"> </a><span class="separate">|</span>--><a href="#" id="bold_t" onClick="addBBCodes('main_text', 'B')">B</a><a href="#" id="cur_t" onClick="addBBCodes('main_text', 'I')">I</a><!-- <a href="#" id="under_t" onClick="addBBCodes('main_text', 'U')">U</a><a href="#" id="thr_t" onClick="addBBCodes('main_text', 'S')">ABC</a>--></p> 100<div class="c_left"></div> 101<textarea id="main_text" name="main_text"></textarea> 102</div> 103<div> 104<label for="news_text">Èçîáðàæåíèå ê íîâîñòè</label> 105<div class="c_left"></div> 106<span class="small_white">(Ïîääåðæèâàåìûå ôîðìàòû èçîáðàæåíèé: .jpg è .gif)</span><br /> 107<input type='file' name="lid_image" /> 108</div> 109<div class="c_left"></div> 110<div> 111<input id="agree" name="agree" type="checkbox" value='yes' /> <span class="white">ß ñîãëàñåí ñ</span> <a href="/conditions/" target="_blank" class="window">óñëîâèÿìè</a><br /> 112<input id="button" type="submit" value=" " onClick="return checkForm();" /> 113<a href="/rules/" class="window" target="_blank" rel="nofollow">Ïðàâèëà ðàçìåùåíèÿ ñâîèõ ìàòåðèàëîâ íà ïîðòàëå spbit.su</a> 114</div> 115<input name="addNews20" type="hidden" value="yes" /> 116<input name="from_user" type="hidden" value="yes" /> 117<input name="sss232" id="sss232" type="hidden" value="" /> 118</form> 119<form action="/add_news/" method="POST"> 120<input type="hidden" name="fio" id="fio2" value="" /> 121<input type="hidden" name="email" id="email2" value="" /> 122<input type="hidden" name="title" id="title2" value="" /> 123<input type="hidden" name="news_type" id="news_type2" value="" /> 124<input type="hidden" name="lid" id="lid2" value="" /> 125<input type="hidden" name="main_text" id="main_text2" value="" /> 126<!-- <input type="submit" value="!" /> --> 127</form> 128</div> 129</div> 130</noindex> 131</div> 132<noindex> 133<div id="company_add"> 134<div class="form"> 135<div id="close_company"> </div> 136<h2>Äîáàâèòü êîìïàíèþ</h2> 137<div class="clear"></div> 138<form name="new_company" method="post" enctype="multipart/form-data"> 139<div class="left_in"> 140<label for="company_name">Íàèìåíîâàíèå</label> 141<input type="text" name="title" id="company_name" value="" class="input_text" /> 142</div> 143<div> 144<label for="company_theme">Ñôåðà äåÿòåëüíîñòè</label> 145<div class="scroll_checkboxes"> 146<input type="checkbox" name="theme[]" value="2" id="ch_2" /> <span onClick="checkCheckbox('2');" style="cursor: pointer; cursor: hand; ">Ìîáèëüíàÿ ñâÿçü</span><br /><input type="checkbox" name="theme[]" value="1" id="ch_1" /> <span onClick="checkCheckbox('1');" style="cursor: pointer; cursor: hand; ">Ôèêñèðîâàííàÿ ñâÿçü</span><br /><input type="checkbox" name="theme[]" value="3" id="ch_3" /> <span onClick="checkCheckbox('3');" style="cursor: pointer; cursor: hand; ">Èíòåðíåò</span><br /><input type="checkbox" name="theme[]" value="4" id="ch_4" /> <span onClick="checkCheckbox('4');" style="cursor: pointer; cursor: hand; ">Èíòåãðàöèÿ</span><br /><input type="checkbox" name="theme[]" value="17" id="ch_17" /> <span onClick="checkCheckbox('17');" style="cursor: pointer; cursor: hand; ">Áåçîïàñíîñòü</span><br /><input type="checkbox" name="theme[]" value="14" id="ch_14" /> <span onClick="checkCheckbox('14');" style="cursor: pointer; cursor: hand; ">Web</span><br /><input type="checkbox" name="theme[]" value="5" id="ch_5" /> <span onClick="checkCheckbox('5');" style="cursor: pointer; cursor: hand; ">
146Ðûíîê ÏÊ</span><br /><input type="checkbox" name="theme[]" value="6" id="ch_6" /> <span onClick="checkCheckbox('6');" style="cursor: pointer; cursor: hand; ">Ìàðêåòèíã</span><br /><input type="checkbox" name="theme[]" value="7" id="ch_7" /> <span onClick="checkCheckbox('7');" style="cursor: pointer; cursor: hand; ">Òîðãîâûå ñåòè</span><br /><input type="checkbox" name="theme[]" value="8" id="ch_8" /> <span onClick="checkCheckbox('8');" style="cursor: pointer; cursor: hand; ">Îáîðóäîâàíèå</span><br /><input type="checkbox" name="theme[]" value="10" id="ch_10" /> <span onClick="checkCheckbox('10');" style="cursor: pointer; cursor: hand; ">Outsourcing</span><br /><input type="checkbox" name="theme[]" value="9" id="ch_9" /> <span onClick="checkCheckbox('9');" style="cursor: pointer; cursor: hand; ">ÏÎ</span><br /><input type="checkbox" name="theme[]" value="11" id="ch_11" /> <span onClick="checkCheckbox('11');" style="cursor: pointer; cursor: hand; ">Êàäðû</span><br /><input type="checkbox" name="theme[]" value="12" id="ch_12" /> <span onClick="checkCheckbox('12');" style="cursor: pointer; cursor: hand; ">Ðåãóëèðîâàíèå</span><br /><input type="checkbox" name="theme[]" value="13" id="ch_13" /> <span onClick="checkCheckbox('13');" style="cursor: pointer; cursor: hand; ">Ôèíàíñû</span><br /> 147</div> 148</div> 149<div class="c_left"></div> 150<div> 151<label for="directions">Îñíîâíûå íàïðàâëåíèÿ äåÿòåëüíîñòè</label> 152<textarea id="company_directions" name="directions" class="input_textarea_sm"></textarea> 153</div> 154<div> 155<label for="news_text">Îïèñàíèå êîìïàíèè</label> 156<p><!-- <a href="#" id="save_t"> </a><a href="#" id="new_t"> </a><span class="separate">|</span>--><a href="#" id="bold_t" onClick="addBBCodes('company_main_text', 'B')">B</a><a href="#" id="cur_t" onClick="addBBCodes('company_main_text', 'I')">I</a><!--<a href="#" id="under_t" onClick="addBBCodes('company_main_text', 'U')">U</a><a href="#" id="thr_t" onClick="addBBCodes('company_main_text', 'S')">ABC</a>--></p> 157<div class="c_left"></div> 158<textarea id="company_main_text" name="main_text" class="input_textarea_big"></textarea> 159</div> 160<div class="c_left"></div> 161<div> 162<label>Êîíòàêòû êîìïàíèè (ïîêàçûâàþòñÿ íà ñàéòå)</label> 163</div> 164<div> 165<label for="address">Àäðåñ</label> 166<textarea id="company_address" name="address" class="input_textarea_sm"></textarea> 167</div> 168<div class="c_left"></div> 169<div class="left_in"> 170<label for="company_email">E-mail</label> 171<input type="text" name="email" id="company_email" value="" class="input_text" /> 172</div> 173<div> 174<label for="company_phone">Òåëåôîí</label> 175<input type="text" name="phone" id="company_phone" value="" class="input_text" /> 176</div> 177<div class="c_left"></div> 178<div class="left_in"> 179<label for="company_email">WWW</label> 180<input type="text" name="www" id="company_www" value="" class="input_text" /> 181</div> 182<div> 183<label for="company_phone">ICQ</label> 184<input type="text" name="icq" id="company_icq" value="" class="input_text" /> 185</div> 186<div class="c_left"></div> 187<div> 188<label>Êîíòàêòû çàïîëíÿþùåãî êàðòî÷êó (íå ïîêàçûâàþòñÿ íà ñàéòå)</label> 189</div> 190<div> 191<label for="owner_name">ÔÈÎ</label> 192<input type="text" name="owner_name" id="owner_name" value="" class="input_text" style="width:100%;" /> 193</div> 194<div class="left_in"> 195<label for="company_email">E-mail</label> 196<input type="text" name="owner_email" id="owner_email" value="" class="input_text" /> 197</div> 198<div> 199<label for="company_phone">Òåëåôîí</label> 200<input type="text" name="owner_phone" id="owner_phone" value="" class="input_text" /> 201</div> 202<div> 203<label for="news_text">Èçîáðàæåíèå äëÿ ñòðàíèöû êîìïàíèè (Max - 200õ200, 100 Êá)</label> 204<div class="c_left"></div> 205<span class="small_white">(Ïîääåðæèâàåìûå ôîðìàòû èçîáðàæåíèé: .jpg è .gif)</span><br /> 206<input type='file' name="lid_image" /> 207</div> 208<div class="c_left"></div> 209<div> 210<input id="company_agree" name="company_agree" type="checkbox" value='yes' /> <span class="white">ß ñîãëàñåí ñ</span> <a href="/conditions/" target="_blank" class="window" rel="nofollow">óñëîâèÿìè</a><br /> 211<a href="/rules/" class="window" target="_blank" rel="nofollow">Ïðàâèëà ðàçìåùåíèÿ ñâîèõ ìàòåðèàëîâ íà ïîðòàëå spbit.su</a> 212</div> 213<div class="c_left"></div> 214<div> 215<input id="button_company" type="submit" value="äîáàâèòü êîìïàíèþ" onClick="return checkCompanyForm();" /> 216</div> 217<input name="addCompany" type="hidden" value="yes" /> 218<input name="from_user" type="hidden" value="yes" /> 219<input name="sss23232" id="sss23232" type="hidden" value="" /> 220</form> 221</div> 222</div> 223</noindex> 224<div id="logo"> 225<a href="http://www.itsz.ru/"> </a> 226</div> 227<div id="add_container"> 228<h3>
228Äîáàâèòü</h3> 229<div id="add_news"> 230<a href="#">íîâîñòü</a> 231</div> 232<div id="add_meeting"> 233<a href="#">ìåðîïðèÿòèå</a> 234</div> 235<div id="add_company" style="border:none;"> 236<a href="#">êîìïàíèþ</a> 237</div> 238</div> 239<div id="baner_container"> 240<div id="top_baner"> 241<noindex> 242 243</noindex> 244</div> 245</div> 246<noindex> 247<div id="meeting_add"> 248<div class="form">
249<script src="/js/check_meeting20.js" type="text/javascript"></script>
249 250<div id="close_meeting"> </div> 251<h2>Äîáàâèòü ìåðîïðèÿòèå</h2> 252<div class="clear"></div> 253<form name="new_meeting" method="post" enctype="multipart/form-data"> 254<div class="left_in"> 255<label for="fio">Èìÿ</label> 256<input type="text" name="fio" id="meeting_fio" value="" /> 257</div> 258<div> 259<label for="mail">E-mail</label> 260<input type="text" name="email" id="meeting_email" value="" /> 261</div> 262<div class="c_left"></div> 263<div> 264<label for="head_meeting">Íàçâàíèå ìåðîïðèÿòèÿ</label> 265<input type="text" name="meeting_title" id="meeting_title" value="" style="width:100%" /> 266</div> 267<div class="c_left"></div> 268<div> 269<label for="anons">Êðàòêèé àíîíñ</label> 270<textarea id="meeting_lid" name="meeting_lid" style="width:100%"></textarea> 271</div> 272<div class="left_in"> 273<label for="date_begin">Äàòà íà÷àëà</label> 274<input type="hidden" name="date_begin" value="1"> 275<input type="text" name="date_begin_day" value="02" size=3 maxlength=2 class="text" style="width: 1.5em;"> 276<select name="date_begin_month"> 277<option value="1">ÿíâàðÿ</option> 278<option value="2">ôåâðàëÿ</option> 279<option value="3">ìàðòà</option> 280<option value="4">àïðåëÿ</option> 281<option value="5">ìàÿ</option> 282<option value="6">èþíÿ</option> 283<option value="7">èþëÿ</option> 284<option value="8">àâãóñòà</option> 285<option value="9">ñåíòÿáðÿ</option> 286<option value="10" selected>îêòÿáðÿ</option> 287<option value="11">íîÿáðÿ</option> 288<option value="12">äåêàáðÿ</option> 289</select> 290<input type="text" name="date_begin_year" value="2026" size=3 maxlength=4 class="text" style="width: 3em;"> 291 292</div> 293<div> 294<label for="date_end">Äàòà îêîí÷àíèÿ</label> 295<input type="hidden" name="date_end" value="1"> 296<input type="text" name="date_end_day" value="02" size=3 maxlength=2 class="text" style="width: 1.5em;"> 297<select name="date_end_month"> 298<option value="1">ÿíâàðÿ</option> 299<option value="2">ôåâðàëÿ</option> 300<option value="3">ìàðòà</option> 301<option value="4">àïðåëÿ</option> 302<option value="5">ìàÿ</option> 303<option value="6">èþíÿ</option> 304<option value="7">èþëÿ</option> 305<option value="8">àâãóñòà</option> 306<option value="9">ñåíòÿáðÿ</option> 307<option value="10" selected>îêòÿáðÿ</option> 308<option value="11">íîÿáðÿ</option> 309<option value="12">äåêàáðÿ</option> 310</select> 311<input type="text" name="date_end_year" value="2026" size=3 maxlength=4 class="text" style="width: 3em;"> 312 313</div> 314<div> 315<label for="head_news">Âðåìÿ ïðîâåäåíèÿ</label> 316<input type="text" name="time" id="time" value="" /> 317</div> 318<div> 319<label for="head_news">Ìåñòî è àäðåñ ïðîâåäåíèÿ</label> 320<input type="text" name="place" id="place" value="" style="width:100%" /> 321</div> 322<div> 323<label for="anons">Ïðîãðàììà</label> 324<textarea id="program" name="program" style="width:100%"></textarea> 325</div> 326<div> 327<label for="head_news">Êîíòàêòû äëÿ ðåãèñòðàöèè</label> 328<input type="text" name="registration" id="registration" value="" style="width:100%" /> 329</div> 330<div> 331<label for="head_news">Óñëîâèÿ ó÷àñòèÿ</label> 332<textarea id="conditions" name="conditions" style="width:100%"></textarea> 333</div> 334<div> 335<label for="head_news">Ñòðàíèöà ìåðîïðèÿòèÿ</label> 336<input type="text" name="www" id="www" value="" style="width:100%" /> 337</div> 338<div class="c_left"></div> 339<div> 340<label for="news_text">Äîïîëíèòåëüíàÿ èíôîðìàöèÿ î ìåðîïðèÿòèè</label> 341<p><!-- <a href="#" id="save_t"> </a><a href="#" id="new_t"> </a><span class="separate">|</span>--><div id="bold_t" onClick="addBBCodes('meeting_main_text', 'B')">B</div><div id="cur_t" onClick="addBBCodes('meeting_main_text', 'I')">I</div><!-- <a href="#" id="under_t" onClick="addBBCodes('main_text', 'U')">U</a><a href="#" id="thr_t" onClick="addBBCodes('main_text', 'S')">ABC</a>--></p> 342<div class="c_left"></div> 343<textarea id="meeting_main_text" name="meeting_main_text" style="width:100%"></textarea> 344</div> 345<div> 346<label for="news_text">Èçîáðàæåíèå (Max - 200õ200, 100 Êá)</label> 347<div class="c_left"></div> 348<span class="small_white">(Ïîääåðæèâàåìûå ôîðìàòû èçîáðàæåíèé: .jpg è .gif)</span><br /> 349<input type='file' name="lid_image" /> 350</div> 351<div class="c_left"></div> 352<div> 353<input id="meeting_agree" name="agree" type="checkbox" value='yes' /> <span class="white">ß ñîãëàñåí ñ</span> <a href="/conditions/" target="_blank" class="window" rel="nofollow">óñëîâèÿìè</a><br /> 354<a href="/rules/" class="window" target="_blank" rel="nofollow">Ïðàâèëà ðàçìåùåíèÿ ñâîèõ ìàòåðèàëîâ íà ïîðòàëå spbit.su</a> 355<input id="button_meeting" type="submit" value="äîáàâèòü ìåðîïðèÿòèå" onClick="return checkMeetingForm();" /> 356</div> 357<input name="addMeeting" type="hidden" value="yes" /> 358<input name="from_user" type="hidden" value="yes" /> 359<input name="sss2323" id="sss2323" type="hidden" value="" /> 360</form> 361</div> 362</div> 363</noindex> 364<div class="clear"></div> 365<div id="top_news"> 366<table width="100%" border="0" cellspacing="0" cellpadding="0" id="tickerW" name="tickerW"> 367<tr> 368<td> 369<div align="left" id="tickerCont" class="container"> 370<div class="ticker" id="tickerID" onMouseOver="ticker.stop();" onMouseOut="ticker.start();"> 371<nobr> 372<b>Íîâîñòè:</b> <a href="/news/n236753/">Ðîññèéñêèé ðûíîê Data Lakehouse: àðõèòåêòóðíûé ðàñêîë è áîðüáà çà áåçîïàñíîñòü</a> <b>Àíàëèòèêà:</b> <a href="/analytics/a236752/">BI íà ïîðîãå íîâîé ýðû: êóäà äâèæåòñÿ áèçíåñ-àíàëèòèêà</a> <b>Íîâîñòè:</b> <a href="/news/n236726/">Ðîññèéñêèé RPA-ðûíîê ïåðåõîäèò îò àâòîìàòèçàöèè çàäà÷ ê óïðàâëåíèþ ïðîöåññàìè è AI</a> <b>Íîâîñòè:</b> <a href="/news/n236685/">Ñèñòåìíûå ïðîãðàììèñòû îáñóäèëè ïåðåõîä íà îòå÷åñòâåííûå ÎÑ äëÿ âñòðîåííûõ ñèñòåì</a> <b>Ïðîåêòû:</b> <a href="/projects/p236684/">Êîðïîðàòèâíîå õðàíèëèùå äàííûõ äëÿ êîíñàëòèíãîâîé êîìïàíèè: àâòîìàòèçàöèÿ îò÷¸òíîñòè è åäèíûé èñòî÷íèê äîñòîâåðíîé èíôîðìàöèè</a> <b>Èíòåðâüþ:</b> <a href="/interview/i236677/">Ïðîàêòèâíîñòü íà ïàóçå: ÷òî òîðìîçèò öèôðîâóþ òðàíñôîðìàöèþ ÌÔÖ</a> <b>Íîâîñòè:</b> <a href="/news/n236630/">ÃÊ «ÝÎÑ» ïîäâåëà èòîãè ïàðòíåðñêîé êîíôåðåíöèè «Âåñåííèé äîêóìåíòîîáîðîò 2026»</a> <b>Èíòåðâüþ:</b> <a href="/interview/i236629/">Ýâîëþöèÿ ïàðòíåðñòâà: ýêîñèñòåìà, êàê åäèíûé îðãàíèçì</a> <b>Íîâîñòè:</b> <a href="/news/n236623/">Îò äåöåíòðàëèçîâàííîãî õàîñà ê governed self-service: ýêñïåðòû ôèêñèðóþò ñìåíó ïàðàäèãìû íà ðûíêå äàííûõ</a> <b>Íîâîñòè:</b> <a href="/news/n236492/"> Ðîññèè ïîÿâèëèñü àýðîìîáèëüíûå êîìïëåêñû ñâÿçè ñ LTE/5G íà ðîññèéñêîì îáîðóäîâàíèè</a> 373</nobr> 374</div> 375</div> 376</td> 377</tr> 378</table> 379<div id="zaplatka"> </div>
380<script> 381ticker = new Ticker('ticker', 'tickerID', 'tickerCont', 1, 20); 382ticker.start(); 383</script>
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651 652<table id="main_news" cellspacing="0" style="margin:0;"> 653<tr> 654<td class="left_top_ugol"> </td> 655<td class="top_line"> </td> 656<td class="right_top_ugol"> </td> 657</tr> 658<tr> 659<td class="left_line"> </td> 660<td class="main_content"> 661<div id="news_header"> 662 663<a href="#" id="newsnnit">Íîâîñòè íà NNIT</a> 664<a href="#" id="newsmskit">Íîâîñòè íà MSKIT</a> 665</div> 666<h1><span class="head_news">Ðîññèéñêèé ðûíîê Data Lakehouse: àðõèòåêòóðíûé ðàñêîë è áîðüáà çà áåçîïàñíîñòü</span></h1> 667 668 669<div style="clear:both;"></div> 670<div class="date" id="data"> 67111.08.2026 17:12<br /> 672<a href="print/">âåðñèÿ äëÿ ïå÷àòè</a> 673</div> 674<div style="clear: both;"></div> 675<div class="lid" style="padding:0px;"> 676<table width="100%" border="0" cellpadding="0" cellspacing="0" style="margin-top:10px;"> 677<tr valign="top"> 678<td width="150"> 679<img src="/files/lid_image236753.jpg" border="0" style="margin: 0px 10px 0px 0px"> 680</td> 681<td class="lid_td"> 682<b>Îòå÷åñòâåííûé ðûíîê àíàëèòè÷åñêèõ õðàíèëèù äàííûõ êëàññà Data Lakehouse ïðåîäîëåë ýòàï ïèëîòíûõ ïðîåêòîâ è ïåðåøåë â ôàçó ïðîìûøëåííûõ âíåäðåíèé. Èññëåäîâàíèå «Îòå÷åñòâåííûå ðåøåíèÿ Data Lakehouse Êðóã Ãðîìîâà 2026» âûÿâèëî ôóíäàìåíòàëüíóþ òðàíñôîðìàöèþ îòðàñëè: ðåãóëÿòîðíûå òðåáîâàíèÿ ñòàëè äðàéâåðîì ðàçâèòèÿ, àðõèòåêòóðà ïëàòôîðì ðàçäåëèëàñü íà äâà ïðîòèâîïîëîæíûõ ëàãåðÿ, à âîïðîñû èíôîðìàöèîííîé áåçîïàñíîñòè ïðåâðàòèëèñü â ãëàâíûé êðèòåðèé âûáîðà. À âîò èñêóññòâåííûé èíòåëëåêò â ðîññèéñêèõ Lakehouse-ñèñòåìàõ ïîêà îñòàåòñÿ òî÷å÷íîé èííîâàöèåé.</b> 683</td> 684</tr> 685 686</table> 687</div> 688<div class="main_text"> 689 690<div class="_ga1_on_"> 691<st_index><p><strong><span style="font-size: medium;">Äâà ïóòè ðàçâèòèÿ ïëàòôîðì: âûáîð ìåæäó óíèâåðñàëüíîñòüþ è ïðîñòîòîé</span></strong></p> 692<p><span style="font-size: medium;">Êëþ÷åâîé ñòðóêòóðíûé ñäâèã íà ðûíêå — ôîðìèðîâàíèå äâóõ ïðèíöèïèàëüíî ðàçíûõ ïîäõîäîâ ê ïîñòðîåíèþ ïëàòôîðì, êàæäûé èç êîòîðûõ íàõîäèò ñâîåãî çàêàç÷èêà. Ïåðâàÿ ìîäåëü — «èíòåãðèðîâàííûå ïëàòôîðìû». Ýòî ðåøåíèÿ, ñîáèðàåìûå èç íàáîðà open-source êîìïîíåíòîâ (íàïðèìåð, Spark, Trino, Impala, Airflow), êîòîðûå âåíäîð îáúåäèíÿåò åäèíîé ñèñòåìîé óïðàâëåíèÿ, ìîíèòîðèíãà è áåçîïàñíîñòè. Òàêèå ïëàòôîðìû îáåñïå÷èâàþò ìàêñèìàëüíóþ óíèâåðñàëüíîñòü è ãèáêîñòü, íî òðåáóþò âûñîêîé êâàëèôèêàöèè êîìàíäû è íåñóò çíà÷èòåëüíóþ îïåðàöèîííóþ ñëîæíîñòü.</span></p> 693<p><span style="font-size: medium;">Âòîðàÿ ìîäåëü — «óíèôèöèðîâàííûå ñèñòåìû». Ýòè ïðîäóêòû èçíà÷àëüíî ïðîåêòèðóþòñÿ êàê öåëîñòíàÿ àðõèòåêòóðà, à íå êîíñòðóèðóþòñÿ èç ãîòîâûõ áëîêîâ. Âíóòðè ìîæåò èñïîëüçîâàòüñÿ îäèí èëè íåñêîëüêî äâèæêîâ, íî âñå îíè ãëóáîêî èíòåãðèðîâàíû â åäèíóþ ñðåäó ñ îáùèì õðàíèëèùåì, ìîäåëüþ áåçîïàñíîñòè è èíòåðôåéñîì óïðàâëåíèÿ. Óíèôèöèðîâàííûå ñèñòåìû ïðîùå â óñòàíîâêå è ñîïðîâîæäåíèè, îäíàêî ìîãóò óñòóïàòü èíòåãðèðîâàííûì ïëàòôîðìàì â øèðîòå ôóíêöèîíàëüíûõ âîçìîæíîñòåé.</span></p> 694<p><span style="font-size: medium;">Îáà ïîäõîäà àêòèâíî ðàçâèâàþòñÿ, è âûáîð ìåæäó íèìè îïðåäåëÿåòñÿ áàëàíñîì ìåæäó ãèáêîñòüþ è ïðîñòîòîé, óíèâåðñàëüíîñòüþ è óïðàâëÿåìîñòüþ. <strong>Åâãåíèé Âèëêîâ, òåõíè÷åñêèé ðóêîâîäèòåëü ðåøåíèé Data Ocean, Data Sapience</strong>, îáúÿñíÿåò ëîãèêó êîðïîðàòèâíîãî ñåãìåíòà: «Íå ñóùåñòâóåò äâèæêà — “ñåðåáðÿíîé ïóëè”, êîòîðûé ìîæåò ðåøèòü âñå çàäà÷è áèçíåñà. Íà ïðàêòèêå âîêðóã òàêîé ïëàòôîðìû ñî âðåìåíåì ïîÿâèòñÿ “çîîïàðê” ðàçðîçíåííûõ ðåøåíèé. Êðîìå òîãî, ñóùåñòâóåò ðèñê çàêðûòèÿ ïðîåêòà èëè ñìåíû ëèöåíçèè. Êîðïîðàòèâíûå êëèåíòû âûáèðàþò ïëàòôîðìó, ìàêñèìàëüíî äèâåðñèôèöèðîâàííóþ è íå çàâèñÿùóþ îò îäíîé áàçîâîé òåõíîëîãèè».</span></p> 695<p><span style="font-size: medium;"><strong>Åêàòåðèíà Êàíóííèêîâà, äèðåêòîð ïî ïðîäóêòàì íàïðàâëåíèÿ Äàòà-ñåðâèñû VK Tech,</strong> äîïîëíÿåò ýòó êàðòèíó ñî ñòîðîíû ÈÒ-îòäåëîâ: «Íà ðûíêå ñåé÷àñ áîëåå âîñòðåáîâàí ïîäõîä èíòåãðèðîâàííûõ ïëàòôîðì. Ýòî ñâÿçàíî ñ òåì, ÷òî îñíîâíîé ïîëüçîâàòåëü òàêèõ ðåøåíèé — èíæåíåðíûå êîìàíäû, êîòîðûì ïðèâû÷íåå ðàáîòàòü ñ êîíêðåòíûìè èíñòðóìåíòàìè. Ó çàêàç÷èêîâ, îñîáåííî â on-premise-ñöåíàðèÿõ (ðàçâåðòûâàíèå íà ñîáñòâåííîé èíôðàñòðóêòóðå), óæå åñòü ñôîðìèðîâàííûå êîìàíäû ñ ýêñïåðòèçîé â îïðåäåë¸ííûõ òåõíîëîãèÿõ, è ýòîò ôàêòîð íàïðÿìóþ âëèÿåò íà âûáîð».</span></p> 696<p><span style="font-size: medium;">Òàêèì îáðàçîì, èíòåãðèðîâàííûå ïëàòôîðìû äîìèíèðóþò òàì, ãäå âàæíà àäàïòàöèÿ ïîä ñóùåñòâóþùèå êîìïåòåíöèè è èçáåæàíèå vend
696or lock-in (çàâèñèìîñòè îò îäíîãî ïîñòàâùèêà), à óíèôèöèðîâàííûå ñèñòåìû íàõîäÿò íèøó â ïðîåêòàõ, ãäå ïðèîðèòåòîì ÿâëÿþòñÿ ñêîðîñòü çàïóñêà è ñíèæåíèå ýêñïëóàòàöèîííûõ ðàñõîäîâ.</span></p> 697<p><strong><span style="font-size: medium;">Ðåãóëÿòîðèêà êàê êàòàëèçàòîð</span></strong></p> 698<p><span style="font-size: medium;">Óõîä çàïàäíûõ âåíäîðîâ è óæåñòî÷åíèå òðåáîâàíèé ê îòå÷åñòâåííîìó ÏÎ óñêîðèëè ôîðìèðîâàíèå ðûíêà. Ðååñòð ðîññèéñêîãî ÏÎ, ñåðòèôèêàöèÿ ÔÑÒÝÊ, çàêîíû î ÊÈÈ è ïåðñîíàëüíûõ äàííûõ ñîçäàëè ïîíÿòíûå ïðàâèëà èãðû è ñôîðìèðîâàëè ïëàòåæåñïîñîáíûé ñïðîñ. Ïðîèçâîäèòåëè âîñïðèíèìàþò ðåãóëÿòîðíûå òðåáîâàíèÿ êàê ðûíî÷íûé ôàêòîð: íàëè÷èå ñåðòèôèêàòîâ îòêðûâàåò äîñòóï ê êðóïíûì ãîñóäàðñòâåííûì è êîðïîðàòèâíûì çàêàç÷èêàì.</span></p> 699<p><span style="font-size: medium;">Ñïðîñ ñìåñòèëñÿ îò êîíöåïöèé ê ðåàëüíûì âíåäðåíèÿì. «Åñëè äâà-òðè ãîäà íàçàä ïðèõîäèëîñü îáúÿñíÿòü êëèåíòàì, ÷òî òàêîå ïàðàäèãìà Lakehouse, òî ñåé÷àñ ïîòåíöèàëüíûé êëèåíò óæå õîðîøî îñâåäîìëåí è öåëåíàïðàâëåííî èùåò ðåøåíèå ïîä ñâîè çàäà÷è», — êîíñòàòèðóåò <strong>Åâãåíèé Âèëêîâ</strong>. Òðàäèöèîííî âûñîêèé èíòåðåñ ñîõðàíÿåòñÿ â ôèíàíñîâîì ñåêòîðå è ðèòåéëå, ãäå áîëüøèå îáúåìû äàííûõ ñî÷åòàþòñÿ ñ æåñòêîé êîíêóðåíöèåé. Àêòèâíî ïîäòÿãèâàþòñÿ òåëåêîì è ïðîìûøëåííîñòü, îñîçíàâøèå çàâåðøåíèå öèêëà ïîääåðæêè ïðåäûäóùåãî ïîêîëåíèÿ àíàëèòè÷åñêèõ ñèñòåì.</span></p> 700<p><span style="font-size: medium;"><strong>Åêàòåðèíà Êàíóííèêîâà</strong> ïîäòâåðæäàåò ýòîò òðåíä: «Ôîêóñ ñìåñòèëñÿ íà ðåøåíèå êîíêðåòíûõ çàäà÷: ñíèæåíèè ñòîèìîñòè õðàíåíèÿ, óïðîùåíèè àðõèòåêòóðû âìåñòî ñâÿçêè DWH (õðàíèëèùà äàííûõ) è Data Lake, ïîäãîòîâêå äàííûõ äëÿ ML/AI è ïîääåðæêå near real-time àíàëèòèêè (àíàëèòèêè, áëèçêîé ê ðåàëüíîìó âðåìåíè). Âñòóïàþò â ãîíêó data-driven òðàíñôîðìàöèè è íîâûå îòðàñëè: ïðîìûøëåííîñòü, íåôòåãàç, B2G-ñåãìåíò».</span></p> 701<p><span style="font-size: medium;">Ïðè ýòîì ýêñïåðòû ïîä÷åðêèâàþò, ÷òî âàæíî ðàçëè÷àòü Lakehouse è ïðîñòîå àðõèâèðîâàíèå äàííûõ. «Ïåðåíîñ õîëîäíûõ äàííûõ â S3 (îáúåêòíîå õðàíèëèùå, ñîâìåñòèìîå ñ ïðîòîêîëîì Amazon S3) — ýòî ñòðàòåãèÿ òèðèíãà (ìíîãîóðîâíåâîãî õðàíåíèÿ). Ñî ñâîåé ñòîðîíû, Lakehouse — ïîëíîöåííàÿ àðõèòåêòóðíàÿ ìîäåëü, ãäå îáúåêòíîå õðàíèëèùå ñòàíîâèòñÿ îñíîâíûì ñëîåì, à âû÷èñëåíèÿ ìàñøòàáèðóþòñÿ íåçàâèñèìî. Ýòî ìåíÿåò íå òîëüêî ýêîíîìèêó, íî è ïðèíöèïû ïîñòðîåíèÿ ïëàòôîðìû», — ïîä÷åðêèâàåò <strong>Åêàòåðèíà Êàíóííèêîâà</strong>.</span></p> 702<p><strong><span style="font-size: medium;">Áåçîïàñíîñòü è àóäèò: íåðåøåííàÿ áîëåâàÿ òî÷êà</span></strong></p> 703<p><span style="font-size: medium;">Äëÿ çàêàç÷èêîâ èç ðåãóëèðóåìûõ îòðàñëåé âîçìîæíîñòü îðãàíèçîâàòü ñêâîçíóþ àóòåíòèôèêàöèþ è àâòîðèçàöèþ íà îñíîâå ðîëåâîé ìîäåëè RBAC (Role-Based Access Control — óïðàâëåíèå äîñòóïîì íà îñíîâå ðîëåé) ñòàëà êðèòè÷åñêèì ôàêòîðîì âûáîðà. Èíòåãðàöèÿ íåñêîëüêèõ open-source êîìïîíåíòîâ â åäèíóþ ñèñòåìó óïðàâëåíèÿ äîñòóïîì — íåòðèâèàëüíàÿ çàäà÷à, è íå âñå âåíäîðû ïðåäëàãàþò ãîòîâîå ðåøåíèå «èç êîðîáêè».</span></p> 704<p><span style="font-size: medium;">«Òðåáîâàíèÿ ê áåçîïàñíîñòè ñòàëè çíà÷èòåëüíî äåòàëüíåå è ïîëó÷èëè ñòàòóñ “êðèòè÷íî”. Çàêàç÷èêîâ èíòåðåñóåò êîíêðåòíàÿ ðåàëèçàöèÿ RBAC: êàê ðîëè ïðèìåíÿþòñÿ ê ïîëüçîâàòåëÿì è ñåðâèñíûì ó÷åòíûì çàïèñÿì, íàñêîëüêî ãèáêî ìîæíî óïðàâëÿòü äîñòóïîì íà óðîâíå òàáëèö è ñòîëáöîâ», — îòìå÷àåò <strong>Åêàòåðèíà Êàíóííèêîâà</strong>. Îñîáîå âíèìàíèå óäåëÿåòñÿ ñîãëàñîâàííîñòè ïîëèòèê: åñëè äîñòóï â S3 íå ñèíõðîíèçèðîâàí ñ SQL-äâèæêàìè, ïîëüçîâàòåëü ìîæåò îáîéòè îãðàíè÷åíèÿ. Ïîýòîìó êëþ÷åâûì òðåáîâàíèåì ñòàíîâèòñÿ åäèíàÿ ñêâîçíàÿ ìîäåëü óïðàâëåíèÿ äîñòóïîì, èñêëþ÷àþùàÿ îáõîä ïîëèòèê áåçîïàñíîñòè.</span></p> 705<p><span style="font-size: medium;"><strong>Åâãåíèé Âèëêîâ</strong> äîáàâëÿåò, ÷òî êîðïîðàòèâíûé çàêàç÷èê îæèäàåò ãîòîâíîñòè ïîñòàâùèêà îêàçûâàòü ðåàëüíóþ ïîääåðæêó ïî óñòðàíåíèþ óÿçâèìîñòåé â ñòðîãî ðåãëàìåíòèðîâàííûå ñðîêè. Èìåííî íàëè÷èå ñêâîçíîãî àóäèòà è ïðîñëåæèâàåìîñòè äåéñòâèé (Data Lineage) ñòàíîâèòñÿ îáÿçàòåëüíûì òðåáîâàíèåì ñëóæá èíôîðìàöèîííîé áåçîïàñíîñòè.</span></p> 706<p><strong><span style="font-size: medium;">S3-õðàíèëèùå êàê ôóíäàìåíò ïðîèçâîäèòåëüíîñòè</span></strong></p> 707<p><span style="font-size: medium;">Âûáîð îáúåêòíîãî õðàíèëèùà ÷àñòî íåäîîöåíèâàþò, ñ÷èòàÿ åãî âòîðîñòåïåííûì êîìïîíåíòîì. Îäíàêî â àðõèòåêòóðå Lakehouse S3 — ýòî îñíîâà âñåé ñèñòåìû. «Åñëè âû÷èñëèòåëüíûå äâèæêè — ýòî “ãîëîâà” ïëàòôîðìû, òî S3 — åå “ñåðäöå”. Ïðîèçâîäèòåëüíîñòü îïðåäåëÿåòñÿ íå òîëüêî SQL-äâèæêîì, íî è òåì, íàñêîëüêî ýôôåêòèâíî õðàíèëèùå îáñëóæèâàåò îïåðàöèè ÷òåíèÿ è çàïèñè», — îáúÿñíÿåò <strong>
707Åêàòåðèíà Êàíóííèêîâà</strong>.</span></p> 708<p><span style="font-size: medium;"> on-premise-ñöåíàðèÿõ ýòîò âûáîð ñòàíîâèòñÿ êðèòè÷åñêèì. Ýêîíîìèÿ íà S3 îáîðà÷èâàåòñÿ äåãðàäàöèåé ïðîèçâîäèòåëüíîñòè ïðè ðàáîòå ñ ìåòàäàííûìè, íåñòàáèëüíîñòüþ ïðè âûñîêîé êîíêóðåíöèè çàïðîñîâ è ïðîñòîå äîðîãèõ âû÷èñëèòåëüíûõ ðåñóðñîâ â îæèäàíèè I/O-îïåðàöèé (îïåðàöèé ââîäà-âûâîäà). Íàäåæíîñòü, ìàñøòàáèðóåìîñòü è ñîâîêóïíàÿ ñòîèìîñòü âëàäåíèÿ îáúåêòíûì õðàíèëèùåì íàïðÿìóþ îïðåäåëÿþò ýôôåêòèâíîñòü âñåé ïëàòôîðìû.</span></p> 709<p><strong><span style="font-size: medium;">Èñêóññòâåííûé èíòåëëåêò: îò êîïàéëîòîâ ê àãåíòàì</span></strong></p> 710<p><span style="font-size: medium;">Íåñìîòðÿ íà ãëîáàëüíûé èíòåðåñ ê ÈÈ, â ðîññèéñêèõ Data Lakehouse ïîëíîöåííûå AI-àãåíòû, ñàìîñòîÿòåëüíî ïèøóùèå SQL, ñîçäàþùèå äàøáîðäû è òåñòèðóþùèå ãèïîòåçû, ðåàëèçîâàíû ïîêà òîëüêî ó îäíîãî ïðîèçâîäèòåëÿ (ñðåäè òåõ, êòî ïðèíÿë ó÷àñòèå â èññëåäîâàíèè) — Tengri Data. Îñòàëüíûå âåíäîðû ïðåäëàãàþò ëèáî copilot-ôóíêöèè (AI-àññèñòåíòû) äëÿ ãåíåðàöèè çàïðîñîâ, ëèáî àíîíñèðóþò àãåíòíûå âîçìîæíîñòè â áóäóùèõ ðåëèçàõ.</span></p> 711<p><span style="font-size: medium;">«Ñïðîñ ñìåùàåòñÿ â ñòîðîíó ãîòîâíîñòè ïëàòôîðìû ê âûçîâàì ÈÈ. Ìû ñòàðàåìñÿ ñäåëàòü èíòåðôåéñû äîñòóïíûìè äëÿ ëþäåé, äàëåêèõ îò ìèðà äàííûõ, çà ñ÷åò èíòåãðàöèè ÈÈ-àãåíòîâ è ÷àò-áîòîâ», — îòìå÷àåò <strong>Åâãåíèé Âèëêîâ</strong>. Îäíàêî <strong>Åêàòåðèíà Êàíóííèêîâà</strong> ïðåäóïðåæäàåò: áåç ïîäãîòîâêè äàííûõ AI-àãåíòû îñòàþòñÿ äåìîíñòðàöèîííûìè ðåøåíèÿìè. «×òîáû ñòðîèòü êîðïîðàòèâíûõ AI-àãåíòîâ, íåîáõîäèìî ñíà÷àëà ñîáðàòü äàííûå â åäèíîì õðàíèëèùå, îáåñïå÷èòü êà÷åñòâî, ïðàâà äîñòóïà è âåðñèè. Îòäåëüíóþ ñëîæíîñòü ïðåäñòàâëÿþò íåñòðóêòóðèðîâàííûå äàííûå: èõ íåäîñòàòî÷íî ïðîñòî õðàíèòü — íåîáõîäèìî èíäåêñèðîâàòü è îáîãàùàòü».</span></p> 712<p><span style="font-size: medium;"> ïåðñïåêòèâå ïÿòè ëåò AI ñòàíåò îðãàíè÷íîé ÷àñòüþ ñàìîé ïëàòôîðìû: îò ôîðìèðîâàíèÿ çàïðîñîâ íà åñòåñòâåííîì ÿçûêå äî àâòîìàòè÷åñêîé îïòèìèçàöèè èíôðàñòðóêòóðû è ïðîãíîçèðîâàíèÿ íàãðóçêè.</span></p> 713<p><span style="font-size: medium;"><strong>Ñåðãåé Ãðîìîâ, ðóêîâîäèòåëü àíàëèòè÷åñêîãî ïðîåêòà «Êðóãè Ãðîìîâà»,</strong> ðåçþìèðóåò: «Ðûíîê îòå÷åñòâåííûõ Data Lakehouse ñôîðìèðîâàëñÿ è ïåðåøåë â ñòàäèþ çðåëîé êîíêóðåíöèè. Ìû âèäèì, ÷òî ðåãóëÿòîðíàÿ ñðåäà ñîçäàëà êàðêàñ äëÿ ðîñòà äåñÿòêà íîâûõ ïðîäóêòîâ. Îäíàêî òåõíîëîãè÷åñêàÿ çðåëîñòü ðåøåíèé íåîäíîðîäíà. Åñëè â îáëàñòè âû÷èñëèòåëüíûõ äâèæêîâ è õðàíåíèÿ äàííûõ ðîññèéñêèå ïëàòôîðìû äåìîíñòðèðóþò âûñîêèé óðîâåíü, òî âîïðîñû ñêâîçíîé áåçîïàñíîñòè, óïðàâëåíèÿ ìåòàäàííûìè è ñåìàíòè÷åñêîãî ñëîÿ îñòàþòñÿ çîíàìè àêòèâíîãî ðàçâèòèÿ. Âûáîð ðåøåíèÿ äîëæåí íà÷èíàòüñÿ ñ ÷åòêîé ôîðìóëèðîâêè áèçíåñ-öåëåé è ïîíèìàíèÿ ñîáñòâåííûõ êîìïåòåíöèé. Èíòåãðèðîâàííàÿ ïëàòôîðìà äàñò ãèáêîñòü, íî ïîòðåáóåò ñèëüíîé èíæåíåðíîé êîìàíäû. Óíèôèöèðîâàííàÿ ñèñòåìà ñíèçèò ïîðîã âõîäà, íî ìîæåò îãðàíè÷èòü â áóäóùåì. Ïðè ýòîì íåëüçÿ ðàññìàòðèâàòü Data Lakehouse êàê çàìåíó DWH ïî óìîë÷àíèþ — ýòà àðõèòåêòóðà îïðàâäàíà ïðè ðåàëüíûõ îáúåìàõ Big Data, ðàçíîîáðàçèè èñòî÷íèêîâ è ïîòðåáíîñòè â ML/AI-ñöåíàðèÿõ. Áåç ýòèõ ïðåäïîñûëîê öåëåñîîáðàçíåå ðàññìîòðåòü àëüòåðíàòèâíûå àðõèòåêòóðíûå øàáëîíû».</span></p></st_index><!--c1161969560145--><div id='capZH_1161969560145'></div> 714</div> 715<div style="clear:both"></div> 716 717 718 719<p><b>Ðåäàêòîð ðàçäåëà:</b> Àíòîí Ñîëîâüåâ (<a href="mailto:[email protected]">[email protected]</a>) 720<p><b>Ðóáðèêè:</b> <a href="/integration/">Èíòåãðàöèÿ</a>, <a href="/marketing/">Ìàðêåòèíã</a>, <a href="/software/">ÏÎ</a> 721 722<div style="width:100%;float:none;margin:10px 0px 10px 0px"> 723<!-- ßíäåêñ.Äèðåêò -->
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