12 citations · 15 across the 4 of their papers we have counts for
4 papers
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing
Chenghao Lyu, Qi Fan, Fei Song +8
Big data processing at the production scale presents a highly complex environment for resource optimization (RO), a problem crucial for meeting performance goals and budgetary cons…
The Glauber model and flow analysis with Pb-Pb collisions at =2.76 TeV
Ce-ran Hu, Wen-tao He, Cheng-ze Lyu +3
This work presents data analysis on Pb-Pb collisions at =2.76 TeV with centrality . We present introduction and Monte-Carlo simulation results of the…
Neural-based Modeling for Performance Tuning of Spark Data Analytics
Khaled Zaouk, Fei Song, Chenghao Lyu +1
Cloud data analytics has become an integral part of enterprise business operations for data-driven insight discovery. Performance modeling of cloud data analytics is crucial for pe…
Boosting Cloud Data Analytics using Multi-Objective Optimization
Fei Song, Khaled Zaouk, Chenghao Lyu +4
Data analytics in the cloud has become an integral part of enterprise businesses. Big data analytics systems, however, still lack the ability to take user performance goals and bud…