[
https://issues.apache.org/jira/browse/HBASE-29658?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
jys updated HBASE-29658:
------------------------
Description:
1.Overview
This enhancement adds RISC-V Vector (RVV) optimizations to Apache HBase,
significantly improving performance for LZ4 compression, BloomFilter
operations, and scan queries.
2.Background
As RISC-V architecture gains traction in data centers and high-performance
computing environments, providing native RVV-accelerated performance will help
establish HBase as a leading database solution for RISC-V ecosystems.
3.Implementation Details
LZ4 Compression Optimization
- Vectorized hash computation using RVV instructions
- Parallel dictionary access and batch memory operations
- JNI integration with runtime RVV support detection
- Dynamic fallback to standard implementation when RVV unavailable
BloomFilter Optimization
- Vectorized bit manipulation and parallel hash computation
- Batch processing for multiple keys in single vector operations
- Optimized memory access patterns for vector operations
- Enhanced performance for bulk BloomFilter operations
Scan Query Optimization
- Vectorized byte comparisons and prefix matching
- Batch data processing and memory copy optimization
- Enhanced StoreScanner performance with RVV operations
- Improved CellComparator with vectorized comparisons
4.Technical Implementation
- Conditional compilation using `#if defined(_{_}riscv) &&
defined({_}_riscv_vector)`
- Runtime detection with graceful fallback when RVV unavailable
- Backward compatibility - no impact on existing deployments
- Built-in performance monitoring and metrics collection
- JNI integration for native RVV operations
5.Testing and Validation
- Comprehensive unit test suite
- YCSB benchmark integration with detailed metrics
- Correctness validation ensuring identical results
- Cross-platform compatibility verification
- Performance analysis and optimization validation
6.Files Modified/Created
- Modified: Lz4Compressor.java, BloomFilterChunk.java,
CompoundBloomFilterWriter.java, StoreScanner.java, CellComparatorImpl.java
- Created: Lz4Native.java, NativeLoader.java , BloomFilterRvvNative.java,
ScanRVV.java, RVVByteBufferUtils.java
- Native implementations: lz4.c, Lz4Native.c, bloomfilter_rvv.c, scan_rvv.c,
scan_rvv_jni.c
7.Ready for Community Review
The implementation is complete and ready for Apache HBase community review and
integration.
I welcome feedback, suggestions, and guidance from the Apache HBase community
to ensure this contribution meets the highest standards and aligns with the
project's goals.
8.Community Benefits
- Better developer experience on RISC-V platforms
- Improved performance for data-intensive workloads
- Enhanced HBase competitiveness in RISC-V ecosystems
- Valuable contribution to open-source community
was:
## Overview
This enhancement adds RISC-V Vector (RVV) optimizations to Apache HBase,
significantly improving performance for LZ4 compression, BloomFilter
operations, and scan queries.
## Background
As RISC-V architecture gains traction in data centers and high-performance
computing environments, providing native RVV-accelerated performance will help
establish HBase as a leading database solution for RISC-V ecosystems.
## Implementation Details
### 1. LZ4 Compression Optimization
- Vectorized hash computation using RVV instructions
- Parallel dictionary access and batch memory operations
- JNI integration with runtime RVV support detection
- Dynamic fallback to standard implementation when RVV unavailable
### 2. BloomFilter Optimization
- Vectorized bit manipulation and parallel hash computation
- Batch processing for multiple keys in single vector operations
- Optimized memory access patterns for vector operations
- Enhanced performance for bulk BloomFilter operations
### 3. Scan Query Optimization
- Vectorized byte comparisons and prefix matching
- Batch data processing and memory copy optimization
- Enhanced StoreScanner performance with RVV operations
- Improved CellComparator with vectorized comparisons
## Technical Implementation
- Conditional compilation using `#if defined(__riscv) &&
defined(__riscv_vector)`
- Runtime detection with graceful fallback when RVV unavailable
- Backward compatibility - no impact on existing deployments
- Built-in performance monitoring and metrics collection
- JNI integration for native RVV operations
## Testing and Validation
- Comprehensive unit test suite
- YCSB benchmark integration with detailed metrics
- Correctness validation ensuring identical results
- Cross-platform compatibility verification
- Performance analysis and optimization validation
## Files Modified/Created
- Modified: Lz4Compressor.java, BloomFilterChunk.java,
CompoundBloomFilterWriter.java, StoreScanner.java, CellComparatorImpl.java
- Created: Lz4Native.java, NativeLoader.java , BloomFilterRvvNative.java,
ScanRVV.java, RVVByteBufferUtils.java
- Native implementations: lz4.c, Lz4Native.c, bloomfilter_rvv.c, scan_rvv.c,
scan_rvv_jni.c
### Ready for Community Review
The implementation is **complete and ready** for Apache HBase community review
and integration. All code has been tested, documented, and validated with
comprehensive performance benchmarks.
**I welcome feedback, suggestions, and guidance from the Apache HBase community
to ensure this contribution meets the highest standards and aligns with the
project's goals.**
## Community Benefits
- Better developer experience on RISC-V platforms
- Improved performance for data-intensive workloads
- Enhanced HBase competitiveness in RISC-V ecosystems
- Valuable contribution to open-source community
> RVV Vectorization Optimization: Performance Enhancement for LZ4 Compression,
> BloomFilter Operations, and Scan Queries
> ---------------------------------------------------------------------------------------------------------------------
>
> Key: HBASE-29658
> URL: https://issues.apache.org/jira/browse/HBASE-29658
> Project: HBase
> Issue Type: Improvement
> Affects Versions: 2.5.12
> Environment: - HBase Version: 2.5.12
> - Java Version: java-17-openjdk-17.0.11.9-1.eos30.riscv64
> - Operating System: Linux
> - Architecture: RISC-V (with RVV extension support)
> Reporter: jys
> Priority: Major
> Attachments: hbase-rvv-optimization-code.zip
>
> Original Estimate: 216h
> Remaining Estimate: 216h
>
> 1.Overview
> This enhancement adds RISC-V Vector (RVV) optimizations to Apache HBase,
> significantly improving performance for LZ4 compression, BloomFilter
> operations, and scan queries.
> 2.Background
> As RISC-V architecture gains traction in data centers and high-performance
> computing environments, providing native RVV-accelerated performance will
> help establish HBase as a leading database solution for RISC-V ecosystems.
> 3.Implementation Details
> LZ4 Compression Optimization
> - Vectorized hash computation using RVV instructions
> - Parallel dictionary access and batch memory operations
> - JNI integration with runtime RVV support detection
> - Dynamic fallback to standard implementation when RVV unavailable
> BloomFilter Optimization
> - Vectorized bit manipulation and parallel hash computation
> - Batch processing for multiple keys in single vector operations
> - Optimized memory access patterns for vector operations
> - Enhanced performance for bulk BloomFilter operations
> Scan Query Optimization
> - Vectorized byte comparisons and prefix matching
> - Batch data processing and memory copy optimization
> - Enhanced StoreScanner performance with RVV operations
> - Improved CellComparator with vectorized comparisons
> 4.Technical Implementation
> - Conditional compilation using `#if defined(_{_}riscv) &&
> defined({_}_riscv_vector)`
> - Runtime detection with graceful fallback when RVV unavailable
> - Backward compatibility - no impact on existing deployments
> - Built-in performance monitoring and metrics collection
> - JNI integration for native RVV operations
> 5.Testing and Validation
> - Comprehensive unit test suite
> - YCSB benchmark integration with detailed metrics
> - Correctness validation ensuring identical results
> - Cross-platform compatibility verification
> - Performance analysis and optimization validation
> 6.Files Modified/Created
> - Modified: Lz4Compressor.java, BloomFilterChunk.java,
> CompoundBloomFilterWriter.java, StoreScanner.java, CellComparatorImpl.java
> - Created: Lz4Native.java, NativeLoader.java , BloomFilterRvvNative.java,
> ScanRVV.java, RVVByteBufferUtils.java
> - Native implementations: lz4.c, Lz4Native.c, bloomfilter_rvv.c, scan_rvv.c,
> scan_rvv_jni.c
> 7.Ready for Community Review
> The implementation is complete and ready for Apache HBase community review
> and integration.
> I welcome feedback, suggestions, and guidance from the Apache HBase community
> to ensure this contribution meets the highest standards and aligns with the
> project's goals.
> 8.Community Benefits
> - Better developer experience on RISC-V platforms
> - Improved performance for data-intensive workloads
> - Enhanced HBase competitiveness in RISC-V ecosystems
> - Valuable contribution to open-source community
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