Sentence examples for scalability difficulties from inspiring English sources

For ML approaches, Yang (20) notably pointed out scalability difficulties for most standard algorithms such as Support Vector Machines (SVM) or decision trees; therefore, GO classifiers are usually inspired by Information Retrieval techniques.

Although PGM is interesting when dealing with few applications, current smartphone environment is much more complex and using no abstraction has difficulties facing scalability.

The frameworks are the cause of a lack of scalability and of the difficulties of integrated event management of multi-layer networks.

Currently, most inactivated and the live attenuated influenza vaccines are manufactured in embryonated chicken eggs, an established technology but associated with demanding logistics, risks of allergic reactions and difficulties in scalability.

A fifth concern is that existing programs have limited effectiveness, modest effect sizes, scalability concerns, weak generalization, difficulty with maintenance or sustainability, and even iatrogenic effects (e.g., Hallfors et al. 2006; St. Pierre et al. 2005; Sanchez et al. 2007).

Web Services and Service-Oriented Architecture in general are promising concepts to overcome difficulties such as heterogeneity, scalability, etc.

However, in road transport logistics, wireless ICT applications like cellular networks, Wi-Fi, UMTS, 4G and WiMax have not entirely solved reliability and connectivity problems due to difficulties associated with limited range, scalability and security.

Limitation remains with the difficulties of commercialisation, due to the scalability and the cost/benefits ratio.

It is of significant importance to develop a new method for synthesizing nanowire structures, with improved scalability, feasibility, and environmental friendliness to overcome the multiple difficulties that has impeded the large-scale application of such nanostructures for long.

However, all this flexibility comes with a catch: as the combinatorial complexity of optional design features and deployment variability increases, the difficulty of assessing system qualities such as scalability and quality of service increases too.

The deployment of IP multicast support is impeded by several factors among which are the state scalability problem, the cumbersome management and routing, and the difficulty of supporting QoS.