AI時代のB2B SaaS アーキテクチャ / AWS Startup Architecture Of The Year 2019

Transcript

1. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. AI࣌୅ͷB2B SaaS ΞʔΩςΫνϟ ୩ຊ ཾҰ νʔϑΤϯδχΞ ετοΫϚʔΫגࣜձࣾ
2. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 1. ձࣾٴͼαʔϏεʹ͍ͭͯ ୩ຊ ཾҰ ετοΫϚʔΫגࣜձࣾ νʔϑΤϯδχΞ (2016ʙ) ࣗݾ঺հ
3. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 1. ձࣾٴͼαʔϏεʹ͍ͭͯ ΞΧσϛοΫ × Ϗδωε × σβΠϯ 2016೥ઃཱ AIϕϯνϟʔ ςΩετղੳɾςΩετϚΠχϯάΛϕʔε ͱͨ͠Ϋϥ΢υιϦϡʔγϣϯΛ։ൃɾӡ༻
4. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 1. ձࣾٴͼαʔϏεʹ͍ͭͯ ղ͖͍ͨ՝୊ ਓؒͷॲཧೳྗΛ௒͑Δ΄Ͳͷ৘ใྔ ඇޮ཰ͳ৘ใऩू/ະ஌ͳΔڴҖ/ҙࢥܾఆͷ஗Ε
5. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 1. ձࣾٴͼαʔϏεʹ͍ͭͯ ਓ޻஌ೳͰղܾ ৘ใͷऩूɺ੔ཧɺ෼ੳ͔Βҙࢥܾఆ·Ͱͷ ϓϩηεΛSaaSͱͯ͠ม׵
6. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 1. ձࣾٴͼαʔϏεʹ͍ͭͯ AIʹΑΔύʔιφϥΠζ͞Εͨ৘ใऩूͱاۀ෼ੳ
7. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 1. ձࣾٴͼαʔϏεʹ͍ͭͯ 1/100ͷ࣌ؒͰɺ100ഒͷ৘ใྔΛ
8. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 2. γεςϜΞʔΩςΫνϟ ϝσΟΞαΠτ Ϣʔβʔ AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2
9. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 2. γεςϜΞʔΩςΫνϟ ϝσΟΞαΠτ Ϣʔβʔ هࣄऩू AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2
10. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 2. γεςϜΞʔΩςΫνϟ ϝσΟΞαΠτ Ϣʔβʔ MLղੳ AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2
11. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 2. γεςϜΞʔΩςΫνϟ ϝσΟΞαΠτ Ϣʔβʔ ΦϯϥΠϯ ΞϓϦέʔγϣϯ AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2
12. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 3. ͜ͷΞʔΩςΫνϟΛ࠾༻͍ͯ͠Δཧ༝ ৘ใऩू͸໢ཏੑ͕େࣄ
13. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2 3. ͜ͷΞʔΩςΫνϟΛ࠾༻͍ͯ͠Δཧ༝ ϝσΟΞαΠτ Ϣʔβʔ Lambda + SQS (αʔόʔϨε)Ͱ εέʔϥϒϧͳߏ੒ & ߴ଎ͳ։ൃ ΫϩʔϦϯά هࣄͷ಺༰෼ੳ AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3
14. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 3. ͜ͷΞʔΩςΫνϟΛ࠾༻͍ͯ͠Δཧ༝ ͞Βʹɺ๲େͳ৘ใΛ෼ੳ֤ͯ͠Ϣʔβʔͷ ΠϯαΠτʹܨ͕Δ৘ใΛఏڙ͢Δඞཁ͕͋Δ
15. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS AWS Batch Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2 3. ͜ͷΞʔΩςΫνϟΛ࠾༻͍ͯ͠Δཧ༝ ϝσΟΞαΠτ Ϣʔβʔ CPU/GPUίϯςφΛ ༻͍ͯྦྷܭ਺ઍສهࣄΛ ಠࣗAIΤϯδϯʹΑΓ෼ੳ ɾCPUίϯςφʹΑΔهࣄ෼ੳ ݴޠ൑ఆ, ཁ໿ੜ੒, ྨࣅهࣄͷू໿, ۀքผ෼ྨ ɾGPUίϯςφΛ༻͍ͨ࠷৽ͷ ࣗવݴޠॲཧϞσϧ(BERT)ʹΑΔ ྨࣅࣄྫɺྨࣅاۀͷநग़ Amazon S3 AWS Batch Amazon S3 Amazon EC2 Amazon DynamoDB Amazon Elasticsearch Service
16. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3 AWS Batch Amazon S3 Amazon EC2 AWS Batch 3. ͜ͷΞʔΩςΫνϟΛ࠾༻͍ͯ͠Δཧ༝ ϝσΟΞαΠτ Ϣʔβʔ DynamoDB, Elasticsearch serviceΛ ซ༻ͨ͠ϦΞϧλΠϜϨίϝϯσʔγϣϯ ɾهࣄͱϢʔβʔͷۙ͞ܭࢉ ɾهࣄͷٿ໘ΫϥελϦϯά Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2
17. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 4. Well-Architectedͳ2ͭͷཧ༝: ৴པੑ Φʔϓϯσʔλ(χϡʔε)ͷऩूɺ෼ੳ͸ ૿͑ଓ͚Δσʔλɾಛघέʔεͱͷ֨ಆͷ࿈ଓ
18. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2 4. Well-Architectedͳ2ͭͷཧ༝: ৴པੑ ϝσΟΞαΠτ Ϣʔβʔ ࠷ॳظ͸1୆ͷEC2Πϯελϯεͩͬͨ Amazon S3 Amazon EC2
19. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 Amazon SQS Amazon S3 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2 4. Well-Architectedͳ2ͭͷཧ༝: ৴པੑ ϝσΟΞαΠτ Ϣʔβʔ αʔϏεϨϕϧͷҟͳΔ ΫϩʔϦϯάͱهࣄ෼ੳΛSQSͰ෼཭ ΫϩʔϦϯά هࣄͷ෼ੳ Amazon EC2 Amazon EC2
20. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2 4. Well-Architectedͳ2ͭͷཧ༝: ৴པੑ ϝσΟΞαΠτ Ϣʔβʔ ϓϩμΫτͷ੒௕ʹ߹Θͤͯ ஈ֊తʹϚΠΫϩαʔϏεԽ ΫϩʔϦϯά هࣄͷ಺༰෼ੳ AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3
21. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 4. Well-Architectedͳ2ͭͷཧ༝: ύϑΥʔϚϯε ΦϯϥΠϯͰͷ਺ेສهࣄͷ෼ੳ݁ՌΛ 1ඵͰϢʔβʔʹఏڙ͢Δ
22. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 4. Well-Architectedͳ2ͭͷཧ༝: ύϑΥʔϚϯε ϝσΟΞαΠτ Ϣʔβʔ ։ൃ: t2Πϯελϯε ੡඼: i3Πϯελϯε ։ൃ: t2Πϯελϯε ੡඼: c5nΠϯελϯε ։ൃ: t2Πϯελϯε ੡඼: m5Πϯελϯε ؀ڥ/Ϟδϡʔϧຖʹ ΠϯελϯελΠϓΛ࠷దԽ AWS Batch Amazon S3 Amazon EC2 AWS Batch Amazon DynamoDB Amazon Elasticsearch Service Amazon RDS AWS Elastic Beanstalk AWS Elastic Beanstalk Amazon Route 53 Amazon EC2 Amazon EC2 AWS Lambda AWS Lambda Amazon SQS Amazon SQS AWS Lambda AWS Lambda Amazon SQS Amazon S3
23. Copyright © 2018 StockMark All Rights Reserved. 2019 / 01 / 05 5. ΞʔΩςΫνϟʹΑΔϏδωε΁ͷߩݙ 2017೥4݄ϦϦʔε͔Βྦྷܭ1000ࣾҎ্Ͱ͝ར༻
24. Thank you! S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ୩ຊ ཾҰ ryuichi.tanimoto@anews.co.jp