On-demand availability and resource elasticity features of Cloud computing have attracted the focus of various research domains.Mobile cloud computing is one of these domains where complex computation tasks are offloa...On-demand availability and resource elasticity features of Cloud computing have attracted the focus of various research domains.Mobile cloud computing is one of these domains where complex computation tasks are offloaded to the cloud resources to augment mobile devices’cognitive capacity.However,the flexible provisioning of cloud resources is hindered by uncertain offloading workloads and significant setup time of cloud virtual machines(VMs).Furthermore,any delays at the cloud end would further aggravate the miseries of real-time tasks.To resolve these issues,this paper proposes an auto-scaling framework(ACF)that strives to maintain the quality of service(QoS)for the end users as per the service level agreement(SLA)negotiated assurance level for service availability.In addition,it also provides an innovative solution for dealing with the VM startup overheads without truncating the running tasks.Unlike the waiting cost and service cost tradeoff-based systems or threshold-rule-based systems,it does not require strict tuning in the waiting costs or in the threshold rules for enhancing the QoS.We explored the design space of the ACF system with the CloudSim simulator.The extensive sets of experiments demonstrate the effectiveness of the ACF system in terms of good reduction in energy dissipation at the mobile devices and improvement in the QoS.At the same time,the proposed ACF system also reduces the monetary costs of the service providers.展开更多
Within the expanding paradigm of medical imaging in Teleradiology-Telemedicine there is increasing demand for transmitting diagnostic medical imagery. These are usually rich in radiological contents and the associated...Within the expanding paradigm of medical imaging in Teleradiology-Telemedicine there is increasing demand for transmitting diagnostic medical imagery. These are usually rich in radiological contents and the associated file sizes are large which must be compressed with minimal file size to minimize transmission time and robustly coded to withstand required network medium. It has been reinforced through extensive research that the diagnostically important regions of medical images, the Region of Interest (ROI), must be compressed by lossless or near lossless algorithm while on the other hand, the background region be compressed with some loss of information but still recognizable using JPEG 2000 standard. We develop a compression model and present its application on MRI images. Applying on MRI images achieved higher compression ratio 16:1, analogously minimum transmission time, using MAXSHIFT method proved diagnostically significant and effective both objectively and subjectively.展开更多
Campoplex capitator is an ichneumonid parasitoid with a narrow host range,comprising grapevine moth pests.Despite being considered one of the possible candidates for biocontrol of Lobesia botrana,knowledge about its b...Campoplex capitator is an ichneumonid parasitoid with a narrow host range,comprising grapevine moth pests.Despite being considered one of the possible candidates for biocontrol of Lobesia botrana,knowledge about its biology is limited and massrearing for commercial purposes is still lacking.This research provides a quantitative analysis of the C.capitator courtship and mating behavior.C.capitator mating sequence was analyzed by high-speed video recordings.Main behavioral parameters,with special reference to male wing fanning and antennal tapping,were quantified and linked with mating success.Furthermore,we analyzed the occurrence of population-level behavioral asymmetries during C capitator sexual interactions and their impact on male success.Results showed that male wing fanning was crucial to successfully approach the female.Males achieving higher mating success performed wing-fanning at higher frequencies over unsuccessful ones.After wing fanning,most of males palpated the females body with their antennae,before attempting copulation.The overall mating success was>70%,with a rather long copula duration(254.76±14.21 s).Male wing-fanning was lateralized on the left at population level,while antennal tapping displays were right-biased.Sidebiased male displays do not differ in terms of frequency and duration of their main features.This research adds basic knowledge to the C.capitator behavioral ecology.Since rearing protocols for C.capitator are being developed male wing fanning frequency may represent a useful benchmark for monitoring mate quality over time,tackling mating success reductions due to prolonged mass-rearing.展开更多
基金This research work is funded by TEQIP-III under Assistantship Head:1.3.2.2 in PFMS dated 29.06.2021.
文摘On-demand availability and resource elasticity features of Cloud computing have attracted the focus of various research domains.Mobile cloud computing is one of these domains where complex computation tasks are offloaded to the cloud resources to augment mobile devices’cognitive capacity.However,the flexible provisioning of cloud resources is hindered by uncertain offloading workloads and significant setup time of cloud virtual machines(VMs).Furthermore,any delays at the cloud end would further aggravate the miseries of real-time tasks.To resolve these issues,this paper proposes an auto-scaling framework(ACF)that strives to maintain the quality of service(QoS)for the end users as per the service level agreement(SLA)negotiated assurance level for service availability.In addition,it also provides an innovative solution for dealing with the VM startup overheads without truncating the running tasks.Unlike the waiting cost and service cost tradeoff-based systems or threshold-rule-based systems,it does not require strict tuning in the waiting costs or in the threshold rules for enhancing the QoS.We explored the design space of the ACF system with the CloudSim simulator.The extensive sets of experiments demonstrate the effectiveness of the ACF system in terms of good reduction in energy dissipation at the mobile devices and improvement in the QoS.At the same time,the proposed ACF system also reduces the monetary costs of the service providers.
文摘Within the expanding paradigm of medical imaging in Teleradiology-Telemedicine there is increasing demand for transmitting diagnostic medical imagery. These are usually rich in radiological contents and the associated file sizes are large which must be compressed with minimal file size to minimize transmission time and robustly coded to withstand required network medium. It has been reinforced through extensive research that the diagnostically important regions of medical images, the Region of Interest (ROI), must be compressed by lossless or near lossless algorithm while on the other hand, the background region be compressed with some loss of information but still recognizable using JPEG 2000 standard. We develop a compression model and present its application on MRI images. Applying on MRI images achieved higher compression ratio 16:1, analogously minimum transmission time, using MAXSHIFT method proved diagnostically significant and effective both objectively and subjectively.
基金D.Romano is partially supported by the H2020 Project“Submarine cultures perform long-term robotic exploration of unconventional environmental niches”(sub-CULTron)[640967FP7].
文摘Campoplex capitator is an ichneumonid parasitoid with a narrow host range,comprising grapevine moth pests.Despite being considered one of the possible candidates for biocontrol of Lobesia botrana,knowledge about its biology is limited and massrearing for commercial purposes is still lacking.This research provides a quantitative analysis of the C.capitator courtship and mating behavior.C.capitator mating sequence was analyzed by high-speed video recordings.Main behavioral parameters,with special reference to male wing fanning and antennal tapping,were quantified and linked with mating success.Furthermore,we analyzed the occurrence of population-level behavioral asymmetries during C capitator sexual interactions and their impact on male success.Results showed that male wing fanning was crucial to successfully approach the female.Males achieving higher mating success performed wing-fanning at higher frequencies over unsuccessful ones.After wing fanning,most of males palpated the females body with their antennae,before attempting copulation.The overall mating success was>70%,with a rather long copula duration(254.76±14.21 s).Male wing-fanning was lateralized on the left at population level,while antennal tapping displays were right-biased.Sidebiased male displays do not differ in terms of frequency and duration of their main features.This research adds basic knowledge to the C.capitator behavioral ecology.Since rearing protocols for C.capitator are being developed male wing fanning frequency may represent a useful benchmark for monitoring mate quality over time,tackling mating success reductions due to prolonged mass-rearing.
