Co-authors: Xuhong Zhang, Chenya Zhang, and Yiming Ma Today, we are announcing a new open source project called Avro2TF. This project provides a scalable Spark-based mechanism to efficiently convert data into a format that can be readily consumed by TensorFlow. With this technology, developers can improve productivity by focusing on building models rather than...
Spark Articles
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- Topics:
- Spark,
- machine learning,
- TensorFlow,
- Open Source
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Next Tuesday marks the start of the Spark Summit Conference in San Francisco. This year, LinkedIn engineers and data scientists are presenting four separate talks at the conference, and we’ll be hosting a meetup at our San Francisco office on the final day. All of this is an indication of the significant impact that Apache Spark has had on the way people process...
- Topics:
- Spark,
- Hadoop,
- research,
- Dr. Elephant,
- events
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This post has been updated to note the release of Pepperdata's Application Profiler, a commercial project based on Dr. Elephant. Last April, we announced the first open source release of Dr. Elephant, a performance monitoring and tuning service for Hadoop and Spark jobs. That announcement marked the culmination of two years of internal development work and more...
- Topics:
- Spark,
- Hadoop,
- Dr. Elephant,
- Open Source
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Machine learning is a key component of LinkedIn’s relevance-driven products. We use machine learning to train the ranking algorithms...
- Topics:
- Spark,
- Relevance Science,
- Dr. Elephant,
- Open Source,
- relevance,
- Photon ML,
- machine learning
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We are proud to announce today that we are open sourcing Dr. Elephant, a powerful tool that helps users of Hadoop and Spark understand...
- Topics:
- Spark,
- Hadoop,
- Dr. Elephant,
- Open Source