Benchmarking Checkpoint-based Fault Tolerance Algorithms in Stateful Stream Processing

Major advances in the fault tolerance of distributed stream processing systems provided the systems with the capacity to produce strictly consistent results under failures. Consistent fault tolerance has been one of the catalysts fueling the maturity of streaming systems and boosting their widespread adoption not only for analytics use cases,...

Study of Shipbuilding Competitiveness: Benchmarking analysis as a tool to measure shipyards' competitiveness with a focus on Asian yards

The shipbuilding industry is not a standalone industry. It integrates with the shipping market, and therefore one characteristic of the shipbuilding industry is complexity. Competitiveness is a multi-dimensional concept that can be measured in numerous ways. The author found that these multi-dimensional concepts can better be translated into...

Graphalytics Global Competition: A Competition Platform to Compare Different Graph Processing Platforms

Graphs are becoming more popular day by day. This has lead to the development of different graph-processing platforms, such as Hadoop, Apache Giraph and GraphLab. With this wide variety of graph processing platforms, which one should we choose for a specific use case? Which platform has the best performance? To solve this issue, we can benchmark...

Infuences on real estate benchmarking practice: Understanding the challenges and opportunities in the real estate benchmarking process

According to current theory, corporate real estate departments should choose a limited set of personalized Key Performance Indicators that are based on their own strategy and context. In general, organizations are often found to lack an objective assessment and rationale for the selection of these KPIs. Although previous studies have made an...