High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing.
Cheng XuChao LiPengyu WangXiaofeng HouJing WangShixuan SunMinyi GuoHanqing WuDongbai ChenXiangwen LiuPublished in: PPoPP (2023)
Keyphrases
- random walk
- high throughput
- fine tuned
- query processing
- fine tuning
- microarray
- genome wide
- biological data
- systems biology
- domain specific
- database systems
- data management
- markov chain
- real time
- genomic data
- low latency
- index structure
- similarity search
- link prediction
- mass spectrometry
- data acquisition
- mass spectrometry data
- transition probabilities
- transition probability matrix
- proteomic data
- markov random walk
- microarray data
- protein protein interactions
- network analysis
- gene expression
- data processing
- high speed
- general purpose
- machine learning