Co-authors: Xiang Zhang and Jingyu Zhu Introduction The Lambda architecture has become a popular architectural style that promises both speed and accuracy in data processing by using a hybrid approach of both batch processing and stream processing methods. But it also has some drawbacks, such as complexity and additional development/operational overheads. One of...
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- Topics:
- Stream Processing,
- Pinot,
- Profile,
- Architecture,
- Kafka,
- batch processing
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Pegasus Data Schema (PDSC) is a Pegasus schema definition language that has been used for data modeling with Rest.li services for years. It's the underlying language that helps define data models, describe the data returned by REST endpoints, and generate derivative schemas for other uses, such as XML schemas and various database schemas. However, writing PDSC...
- Topics:
- rest.li,
- Data,
- Open Source
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Co-authors: Chen Yuan, Lauren Caponong, and Derrick Showers An active community is core to the LinkedIn experience because it provides the foundation for interaction and engagement among our members. As part of that experience, we began introducing Stories this fall as a meaningful way to help members connect to their professional communities. When launching a...
- Topics:
- iOS,
- Product Design,
- Mobile
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In recent years, we’ve been fortunate to see a growing number of excellent machine learning tools, such as TensorFlow, PyTorch,...
- Topics:
- machine learning,
- artificial intelligence,
- Data
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Co-authors: Hang Li, David Huang, Shuangfei Li, and Shannon Zhang A robust hiring ecosystem is one that serves the needs of both...
- Topics:
- infrastructure,
- Product Design,
- Mobile
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Co-authors: Nima Dini and Dan Sully Introduction LinkedIn has 12,000 Multirepo codebases, referred to as multiproducts, which...
- Topics:
- Developer Productivity