# Deview 2017 - [Naver Deview 2017 Slides](https://gist.github.com/ksseono/ccca68ffec9ec6bf655e6d12ce105450) ### Distributed Deep Learning 솔루션 - Tensorflow on Spark - DSSTNE - Caffe on Spark - Deeplearning4j on spark - torch-distlearn - Distributed Keras - Apache SINGA - BigDL ### Distributed Tracing System - Google - Dapper - Facebook - The Mystery Machine - Zipkin http://zipkin.io/ - Opentracing http://opentracing.io/ ### Language & Tool 통합 데이터 분석 및 추천 모델링에 사용하는 언어와 도구를 실서비스 투입이 가능하도록 통합 - Airflow (scheduler), - Hive (data warehouse), - Spark (big data processing engine) - Hadoop YARN (distributed cluster resource manager) - Slider (an application to deploy existing distributed applications on Yarn cluster) - OpenTSDB/Grafana (a scalable, distributed monitoring system) - DOT (distributed incremental search engine) - DDK/Cana (event-driven near-realtime serverless compute solution) - C3 (PaaS, Hadoop cluster) - Cuve (PaaS, HBase, K...) - nBase-ARC (PaaS, Redis Cluster)