opaque-sql
incubator-gluten
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opaque-sql | incubator-gluten | |
---|---|---|
2 | 2 | |
176 | 984 | |
0.6% | 7.6% | |
1.1 | 9.9 | |
about 1 year ago | 1 day ago | |
Scala | Scala | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
opaque-sql
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How to Run Spark SQL on Encrypted Data
Introducing Opaque SQL, an open-source platform for securely running Spark SQL queries on encrypted data. Built by top systems and security researchers at UC Berkeley, the platform uses hardware enclaves to securely execute queries on private data in an untrusted environment.
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Announcing MC²: Securely perform analytics and machine learning on confidential data
The MC2 Compute Services: MC2 offers several compute services: these include Spark SQL, distributed XGBoost, and secure aggregation for federated learning. All are intended to run in a primarily untrusted environment, such as a cluster of machines hosted on a public cloud, that has support for trusted execution environments (hardware enclaves). Data is encrypted in transit using a client key and only ever decrypted inside hardware enclaves, providing the previously mentioned security guarantees for data-in-use. For all compute services, MC2 leverages the Open Enclave SDK, a project intended to provide a consistent API for a variety of different enclave architectures.
incubator-gluten
- FLaNK Stack for 04 December 2023
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Blaze: Fast query execution engine for Apache Spark
Interesting, looks like it is just DataFusion engine for Spark. There is a similar project: https://github.com/oap-project/gluten - it brings ClickHouse as an engine to Spark.
What are some alternatives?
kyuubi - Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.
LearningSparkV2 - This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
mc2 - A Platform for Secure Analytics and Machine Learning
blaze - Blazing-fast query execution engine speaks Apache Spark language and has Arrow-DataFusion at its core.
secure-xgboost - Secure collaborative training and inference for XGBoost.
blaze - NumPy and Pandas interface to Big Data
cerebro - Cerebro: A platform for Secure Coopetitive Learning
Jupyter Scala - A Scala kernel for Jupyter
delphi - A Cryptographic Inference Service for Neural Networks
secure-aggregation - Secure aggregation for federated learning using enclaves
narrator - David Attenborough narrates your life