Keyphrases
Machine Learning
100%
High Performance Computing
100%
Data Analysis pipeline
75%
Data Management
62%
Integrative Analysis
62%
Big Data Management
50%
Software Stack
37%
Machine Learning System
37%
Machine Learning Models
37%
System Infrastructure
37%
Distributed Machine Learning Systems
25%
Data-driven Applications
25%
Interesting Patterns
25%
PyTorch
25%
TensorFlow
25%
High-performance Computing Application
25%
Parallel Data Processing
25%
Dedicated Machines
25%
Data Preprocessing
25%
Apache Spark
25%
Language Abstraction
25%
Robust Machine Learning
25%
Complex Data Analysis
25%
Computational Framework
25%
Programming Paradigms
25%
Apache Flink
25%
Heterogeneous Data Sources
12%
Socket
12%
Data Cleaning
12%
Apache Beam
12%
Data Parallelism
12%
Community Effort
12%
Accuracy Degradation
12%
Feedback Loop
12%
Distributed Systems
12%
Model Scoring
12%
Language Runtime
12%
Parallel Data
12%
Digitization
12%
Spark MLlib
12%
Training Model
12%
Heterogeneous Data Analysis
12%
Data Integration
12%
High Performance Computing Systems
12%
Performance Bottleneck
12%
Complex Analysis
12%
System Performance
12%
Effective Computing
12%
Distributed Data Analysis
12%
Size Analysis
12%
Extensible Systems
12%
Development Productivity
12%
MLlib
12%
Machine Learning Software
12%
Heterogeneous Data Collection
12%
Underutilization
12%
Reference Implementation
12%
Common Systems
12%
Storage Devices
12%
Data Movement
12%
Programming Model
12%
Domain-specific Languages
12%
Analysis pipeline
12%
New Benchmark
12%
Prediction Accuracy
12%
Open Systems
12%
Advanced Analytics
12%
Cluster Environment
12%
Cluster Resource Management
12%
Intermediate Representation
12%
Computer Science
Data Management
100%
High-Performance Computing
100%
Learning System
100%
Machine Learning
100%
Machine Learning
62%
Integrated Data
62%
Large Scale Data
50%
Infrastructure System
37%
Heterogeneous Data
37%
Software Stack
37%
Parallel Computation
25%
Apache Spark
25%
Programming Paradigm
25%
High Performance Computing Application
25%
Distributed Machine Learning
25%
Data Type
25%
Separated Cluster
12%
Cluster Resource
12%
Data Preprocessing
12%
Programming Model
12%
Reference Implementation
12%
Interoperability
12%
Use Case
12%
Intermediate Representation
12%
Distributed Systems
12%
Performance Bottleneck
12%
Feedback Loop
12%
Application Specific Integrated Circuit
12%
Research Community
12%
Training Model
12%
Requirements Analysis
12%
Server-Sockets
12%
Data Integration
12%
Data Source
12%
Graphics Processing Unit
12%
Domain-specific languages
12%
Computer Hardware
12%
Data Collection
12%