CoQ10 and lycopene are isoprenoid compounds with nutraceutical and pharmaceutical benefits. In this study, the effect of concomitant lycopene biosynthesis on CoQ10 accumulation in transformed Escherichia coli DH5α was studied. A lycopene production pathway including geranylgeranyl diphosphate synthase (crtE), phytoene synthase (crtB), and phytoene desaturase (crtI) from Erwinia herbicola was co...

Growth and immunity are opposing processes that compete for cellular resources, proper resource allocation is crucial plant survival. BSK1 plays a key role in the regulation of both growth by associating with BRI1 FLS2, respectively. However, it remains unclear how two antagonistic signals co-opt to induce signal-specific activation. Here we show dynamic spatial reorganization within plasma mem...

We present GiantVM, 1 an open-source distributed hypervisor that provides the many-to-one virtualization to aggregate resources from multiple physical machines. propose techniques enable CPU and I/O shared memory (DSM) achieve aggregation. GiantVM is implemented based on state-of-the-art type-II QEMU-KVM, it can currently host conventional OSes such as Linux. (1) identify performance bottleneck...

ABSTRACT: Resource allocation and job scheduling are the core functions of cloud computing. These functions are based on adequate information of available resources. Timely acquiring dynamic resource status information is of great importance in ensuring overall performance of cloud computing. A cloud system for analyzing performance, removing bottleneck, detecting fault, and maintaining dynamic...

The rapid rise in popularity of multimedia applications, such as VoIP, IPTV and Video Conferencing, intensifies the need to consider resource management for user satisfaction. Furthermore, improving Quality of Experience (QoE) in Software Defined Networks (SDNs) services is one of the important issues to be addressed by provisioning optimum resource management. In this paper, resource allocatio...

Concept bottleneck models (CBMs) are interpretable neural networks that first predict labels for human-interpretable concepts relevant to the prediction task, and then final label based on concept predictions. We extend CBMs interactive settings where model can query a human collaborator some concepts. develop an interaction policy that, at time, chooses which request so as maximally improve pr...

Traffic engineering tools are applied to design a set of paths, e.g., using MPLS, in the network in order to achieve global network utilization. Usually, paths are guaranteed long-term traffic rates, while the short-term rates of bursty traffic are not guaranteed. The resource allocation scheme, suggested in this paper, handles bursts based on maximal traffic volume allocation (termed TVAfB) in...