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Optimizing the Performance of Data Analytics Frameworks
Bogdan Ghit
Data-Intensive Systems
Research output
:
Thesis
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Dissertation (TU Delft)
117
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Dive into the research topics of 'Optimizing the Performance of Data Analytics Frameworks'. Together they form a unique fingerprint.
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Computer Science
User
100%
Data Analytics
100%
Computation
75%
Scheduling Policy
50%
Model
25%
Design
25%
Large Data Set
25%
Real World
25%
Fault Tolerant
25%
Representative Workload
25%
Standards
25%
Complexity
25%
Service
25%
Application
25%
Parallelization
25%
Performance Isolation
25%
Performance Optimization
25%
Workload
25%
runtime system
25%
Benchmark
25%
Filesystems
25%
INIS
optimization
100%
performance
100%
data
100%
resources
66%
calculation methods
50%
policy
50%
failures
33%
design
16%
levels
16%
benchmarks
16%
applications
16%
datasets
16%
simulation
16%
bridges
16%
scaling
16%
Keyphrases
Data Analytics Frameworks
100%
Scheduling Policy
66%
Job Performance
66%
Distributed File System
33%
Fine-grained Task
33%
Data Analytics Applications
33%
Performance Isolation
33%
Design Test
33%
Server Failure
33%
Usage Trends
33%
Fault Tolerant Execution
33%