Batch Adaptive Clients Segmentation on kakao webtoon using spark

CSI TERM PROJECT HAIL 22.06.18 ~ 22.06.22

1. batch adaptive

• for big-data which can't load on mem, use spark with batch adaptive way
• there are some variation between batch, i would do adaptive to target period
• for newbie which don't have any data, make inference more easy

2. on user service use pattern

• based on active signal for user, marketing or targeting should be there
• i'd focused on to explain user's pattern

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Architecture

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RESULT

segment result on traffic

RUN

currently serve only default option, num_worker =3 , root path on cur_path

python deploy.py