The past decade has witnessed the rapid boom of cloud computing. Many public cloud
infrastructures have been implemented and serve millions of tenants. Cloud file systems …

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite Page 1 IN STITU TE O F C
O M P U TIN GT E C H N O L O GY BigDataBench: A Dwarf-based Big Data and AI …

Big Data is considered proprietary asset of companies, organizations, and even nations.
Turning big data into real treasure requires the support of big data systems. A variety of …

While cluster computing frameworks are continuously evolving to provide real-time data
analysis capabilities, Apache Spark has managed to be at the forefront of big data analytics …

Collecting, analyzing and gaining insight from large volumes of data is now the norm in an
ever increasing number of industries. Data analytics techniques, such as machine learning …

The recent boom of big data, coupled with the challenges of its processing and storage gave
rise to the development of distributed data processing and storage paradigms like …

While cluster computing frameworks are continuously evolving to provide real-time data
analysis capabilities, Apache Spark has managed to be at the forefront of big data analytics …

While cluster computing frameworks are continuously evolving to provide real-time data
analysis capabilities, Apache Spark has managed to be at the forefront of big data analytics …

In-memory big-data processing is rapidly emerging as a promising solution for large-scale
data analytics with high-performance and/or real-time requirements. In-memory big-data …

Long-running service workloads (eg web search engine) and short-term data analysis
workloads (eg Hadoop MapReduce jobs) co-locate in today's data centers. Developing …