Analyzing and Understanding the Impact of Interconnect Performance on HPC, Big Data, and Deep Learning Applications: A Case Study with InfiniBand EDR and HDR.
Amit RuhelaShulei XuKarthik Vadambacheri ManianHari SubramoniDhabaleswar K. PandaPublished in: IPDPS Workshops (2020)
Keyphrases
- big data
- deep learning
- cloud computing
- unsupervised learning
- data analysis
- social media
- business intelligence
- unsupervised feature learning
- data processing
- data management
- big data analytics
- data science
- knowledge discovery
- high performance computing
- machine learning
- data warehousing
- mental models
- databases
- case study
- pairwise
- multiscale
- database management systems
- decision making
- data sets