Scaling-up reasoning and advanced analytics on BigData
Sign Up to like & getrecommendations! Published in 2018 at "Theory and Practice of Logic Programming"
DOI: 10.1017/s1471068418000418
Abstract: Abstract BigDatalog is an extension of Datalog that achieves performance and scalability on both Apache Spark and multicore systems to the point that its graph analytics outperform those written in GraphX. Looking back, we see… read more here.
Keywords: goal; scaling reasoning; advanced analytics; performance scalability ... See more keywords
Monolithic vs. Microservice Architecture: A Performance and Scalability Evaluation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3152803
Abstract: Context. Since its proclamation in 2012, microservices-based architecture has gained widespread popularity due to its advantages, such as improved availability, fault tolerance, and horizontal scalability, as well as greater software development agility. Motivation. Yet, refactoring… read more here.
Keywords: performance scalability; scalability; architecture; monolithic microservice ... See more keywords
Automated Configuration of NoSQL Performance and Scalability Tactics for Data-Intensive Applications
Sign Up to like & getrecommendations! Published in 2020 at "Informatics"
DOI: 10.3390/informatics7030029
Abstract: This paper presents the architecture, implementation and evaluation of a middleware support layer for NoSQL storage systems. Our middleware automatically selects performance and scalability tactics in terms of application specific workloads. Enterprises are turning to… read more here.
Keywords: scalability tactics; data intensive; performance scalability; performance ... See more keywords