4paradigm / spark
This is OpenMLDB's Spark Distribution, which is particularly optimized for feature extraction. It includes a few novel techniques, such as native implementation of last join and multi-window parallelization. Its APIs are fully compatible with the standard Spark. It is designed to be a component of OpenMLDB (https://github.com/4paradigm/OpenMLDB)…
☆12Updated 9 months ago
Alternatives and similar repositories for spark:
Users that are interested in spark are comparing it to the libraries listed below
- Splash, a flexible Spark shuffle manager that supports user-defined storage backends for shuffle data storage and exchange☆127Updated 4 months ago
- Pafka is originated from the OpenAIOS project to leverage an optimized tiered storage access strategy to improve overall performance for …☆67Updated 3 years ago
- ☆63Updated 8 months ago
- Native SQL Engine plugin for Spark SQL with vectorized SIMD optimizations.☆257Updated 2 years ago
- Spark Terasort☆122Updated 2 years ago
- Spark* plug-in for accelerating Spark* SQL performance by using cache and index at SQL data source layer.☆37Updated 2 years ago
- Lakehouse storage system benchmark☆73Updated 2 years ago
- ☆85Updated last week
- The preview version of a spillable state backend for Apache Flink☆39Updated 4 years ago
- Star Schema Benchmark dbgen☆123Updated last year
- Mirror of Apache crail (Incubating)☆150Updated 2 years ago
- TPC-DS benchmarks☆68Updated last year
- All the things about TPC-DS in Apache Spark☆105Updated last year
- A playground for experimenting ideas that may apply to Spark SQL/Catalyst☆140Updated 6 years ago
- ☆35Updated 11 months ago
- Java bindings for https://github.com/facebookincubator/velox☆25Updated this week
- Performance Analysis Tool☆76Updated 2 years ago
- ☆47Updated 3 years ago
- A Benchmark for Real-Time Relational Data Feature Extraction (VLDB'23 Best Industry Paper Runnerup)☆50Updated last year
- Mirror of Apache Hive☆32Updated 5 years ago
- Fast I/O plugins for Spark☆41Updated 4 years ago
- Port of TPC-DS dsdgen to Java☆21Updated 2 years ago
- Benchmarks for Apache Flink☆175Updated 2 months ago
- ☆56Updated 4 years ago
- DS2 is an auto-scaling controller for distributed streaming dataflows☆89Updated 2 years ago
- TPC-DS Kit for Impala☆170Updated 11 months ago
- Smart Storage Management for Big Data, a comprehensive hot/cold data optimized solution☆142Updated 2 years ago
- Spark Shuffle Optimization with RDMA+AEP☆30Updated last year
- alibabacloud-jindodata☆188Updated last week
- Spark* shuffle plugin for support shuffling data through a remote Hadoop-compatible file system, as opposed to vanilla Spark's local-dis…☆21Updated last year