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Ray Summit 2021: Simplify Big Data & AI on Spark and Ray with MLSQL

Conference

June 22, 2021 2:20 am - June 22, 2021 2:50 am (UTC-7)

Virtual

About this session

MLSQL is a new SQL variant designed for big data and AI scenarios. It is open source with Apache License V2.0. With MLSQL, users can perform self-service machine learning and AI tasks on large scale datasets on top of Ray and Spark, without caring about the different programming paradigms between PySpark and Ray, simply by writing a few lines of SQL statements. MLSQL optimized its distributed engine by combining Spark and Ray and improving the underlying data exchanging efficiency between them. Also, users can run the same piece of code on any Ray cluster of their choice.

In this presentation, Kyligence Head of Product Dong Li will outline the basics of MLSQL with a live demo and a deep-dive into how MLSQL implements Spark+Ray on the engine side to build an efficient and single substrate for big data and AI.

Ray Summit

Ray Summit brings together developers, ML practitioners, data scientists, DevOps, and cloud-native architects interested in building scalable data & AI applications with Ray, the open-source Python framework for distributed computing.

Topics include: ML in production, MLOps, deep & reinforcement learning, cloud computing, serverless, and Ray libraries

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BOOK A DEMO

About: Contact Us; About Kyligence; Customers; Careers; Subscribe

Products: Kyligence Zen; Kyligence Enterprise

Solutions: Metrics Store; OLAP on Data Lakes; SSAS Modernization

Resources: Kyligence Affiliate Program; Blogs; White Papers; Newsroom; Videos

Kyligence, Inc.

99 Almaden Boulevard Suite #663

San Jose, CA 95113

+1 (669) 256-3378

info@kyligence.io

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Andorra+376
Angola+244
Anguilla+1
Antigua and Barbuda+1
Argentina+54
Armenia (Հայաստան)+374
Aruba+297
Australia+61
Austria (Österreich)+43
Azerbaijan (Azərbaycan)+994
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Bahrain (‫البحرين‬‎)+973
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Burundi (Uburundi)+257
Cambodia (កម្ពុជា)+855
Cameroon (Cameroun)+237
Canada+1
Cape Verde (Kabu Verdi)+238
Caribbean Netherlands+599
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Central African Republic (République centrafricaine)+236
Chad (Tchad)+235
Chile+56
China (中国)+86
Christmas Island+61
Cocos (Keeling) Islands+61
Colombia+57
Comoros (‫جزر القمر‬‎)+269
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Congo (Republic) (Congo-Brazzaville)+242
Cook Islands+682
Costa Rica+506
Côte d’Ivoire+225
Croatia (Hrvatska)+385
Cuba+53
Curaçao+599
Cyprus (Κύπρος)+357
Czech Republic (Česká republika)+420
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Equatorial Guinea (Guinea Ecuatorial)+240
Eritrea+291
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Ethiopia+251
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Faroe Islands (Føroyar)+298
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Micronesia+691
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Monaco+377
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Montenegro (Crna Gora)+382
Montserrat+1
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Nauru+674
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Romania (România)+40
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Rwanda+250
Saint Barthélemy+590
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Serbia (Србија)+381
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Slovenia (Slovenija)+386
Solomon Islands+677
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South Africa+27
South Korea (대한민국)+82
South Sudan (‫جنوب السودان‬‎)+211
Spain (España)+34
Sri Lanka (ශ්‍රී ලංකාව)+94
Sudan (‫السودان‬‎)+249
Suriname+597
Svalbard and Jan Mayen+47
Swaziland+268
Sweden (Sverige)+46
Switzerland (Schweiz)+41
Syria (‫سوريا‬‎)+963
Taiwan (中国台灣)+886
Tajikistan+992
Tanzania+255
Thailand (ไทย)+66
Timor-Leste+670
Togo+228
Tokelau+690
Tonga+676
Trinidad and Tobago+1
Tunisia (‫تونس‬‎)+216
Turkey (Türkiye)+90
Turkmenistan+993
Turks and Caicos Islands+1
Tuvalu+688
U.S. Virgin Islands+1
Uganda+256
Ukraine (Україна)+380
United Arab Emirates (‫الإمارات العربية المتحدة‬‎)+971
United Kingdom+44
United States+1
Uruguay+598
Uzbekistan (Oʻzbekiston)+998
Vanuatu+678
Vatican City (Città del Vaticano)+39
Venezuela+58
Vietnam (Việt Nam)+84
Wallis and Futuna (Wallis-et-Futuna)+681
Western Sahara (‫الصحراء الغربية‬‎)+212
Yemen (‫اليمن‬‎)+967
Zambia+260
Zimbabwe+263
Åland Islands+358

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United States+1
United Kingdom+44
Afghanistan (‫افغانستان‬‎)+93
Albania (Shqipëri)+355
Algeria (‫الجزائر‬‎)+213
American Samoa+1
Andorra+376
Angola+244
Anguilla+1
Antigua and Barbuda+1
Argentina+54
Armenia (Հայաստան)+374
Aruba+297
Australia+61
Austria (Österreich)+43
Azerbaijan (Azərbaycan)+994
Bahamas+1
Bahrain (‫البحرين‬‎)+973
Bangladesh (বাংলাদেশ)+880
Barbados+1
Belarus (Беларусь)+375
Belgium (België)+32
Belize+501
Benin (Bénin)+229
Bermuda+1
Bhutan (འབྲུག)+975
Bolivia+591
Bosnia and Herzegovina (Босна и Херцеговина)+387
Botswana+267
Brazil (Brasil)+55
British Indian Ocean Territory+246
British Virgin Islands+1
Brunei+673
Bulgaria (България)+359
Burkina Faso+226
Burundi (Uburundi)+257
Cambodia (កម្ពុជា)+855
Cameroon (Cameroun)+237
Canada+1
Cape Verde (Kabu Verdi)+238
Caribbean Netherlands+599
Cayman Islands+1
Central African Republic (République centrafricaine)+236
Chad (Tchad)+235
Chile+56
China (中国)+86
Christmas Island+61
Cocos (Keeling) Islands+61
Colombia+57
Comoros (‫جزر القمر‬‎)+269
Congo (DRC) (Jamhuri ya Kidemokrasia ya Kongo)+243
Congo (Republic) (Congo-Brazzaville)+242
Cook Islands+682
Costa Rica+506
Côte d’Ivoire+225
Croatia (Hrvatska)+385
Cuba+53
Curaçao+599
Cyprus (Κύπρος)+357
Czech Republic (Česká republika)+420
Denmark (Danmark)+45
Djibouti+253
Dominica+1
Dominican Republic (República Dominicana)+1
Ecuador+593
Egypt (‫مصر‬‎)+20
El Salvador+503
Equatorial Guinea (Guinea Ecuatorial)+240
Eritrea+291
Estonia (Eesti)+372
Ethiopia+251
Falkland Islands (Islas Malvinas)+500
Faroe Islands (Føroyar)+298
Fiji+679
Finland (Suomi)+358
France+33
French Guiana (Guyane française)+594
French Polynesia (Polynésie française)+689
Gabon+241
Gambia+220
Georgia (საქართველო)+995
Germany (Deutschland)+49
Ghana (Gaana)+233
Gibraltar+350
Greece (Ελλάδα)+30
Greenland (Kalaallit Nunaat)+299
Grenada+1
Guadeloupe+590
Guam+1
Guatemala+502
Guernsey+44
Guinea (Guinée)+224
Guinea-Bissau (Guiné Bissau)+245
Guyana+592
Haiti+509
Honduras+504
Hong Kong (香港)+852
Hungary (Magyarország)+36
Iceland (Ísland)+354
India (भारत)+91
Indonesia+62
Iran (‫ایران‬‎)+98
Iraq (‫العراق‬‎)+964
Ireland+353
Isle of Man+44
Israel (‫ישראל‬‎)+972
Italy (Italia)+39
Jamaica+1
Japan (日本)+81
Jersey+44
Jordan (‫الأردن‬‎)+962
Kazakhstan (Казахстан)+7
Kenya+254
Kiribati+686
Kosovo+383
Kuwait (‫الكويت‬‎)+965
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