scholarly journals Proactive Content Delivery with Service-Tier Awareness and User Demand Prediction

Electronics ◽  
2019 ◽  
Vol 8 (1) ◽  
pp. 50 ◽  
Author(s):  
Jing Hu ◽  
Yaling Lai ◽  
Ao Peng ◽  
Xuemin Hong ◽  
Jianghong Shi

Cost-effective delivery of massive data content is a pressing challenge facing modern mobile communication networks. In the literature, two primary approaches to tackle this challenge are service-tier differentiation and personalized proactive content caching. However, these two approaches have not been integrated and studied in a unified framework. This paper proposes an integrated proactive content delivery scheme that jointly exploits the availability of multiple service tiers and multi-user behavior prediction. Three optimal algorithms and one heuristic algorithm are introduced to solve the cost-minimization problems of multi-user proactive content delivery under different modelling assumptions. The performance of the proposed scheme is systematically investigated to reveal the impacts of proactive window size, service-tier price ratio, and traffic cost model on the system performance.

2022 ◽  
pp. 145-152
Author(s):  
Jagadesh T. ◽  
Jaishankar B.

In this chapter, the authors explore a cost model and the come about cost-minimization client booking issue in multi-level mist figuring organizations. For an average multi-level haze figuring network comprising of one haze control hub (FCN), different fog access nodes (FANs), and user equipment (UE), how to model the cost paid to FANs for propelling assets sharing and how to adequately plan UEs to limit the cost for FCN are still issues to be settled. To unravel these issues, multi-level cost model, including the administration delay and a straight backwards request dynamic installment conspire, is proposed, and a cost-minimization client planning issue is defined. Further, the client planning issue is reformulated as an expected game and demonstrated to have a Nash equilibrium (NE) arrangement.


Author(s):  
Ling Lin ◽  
Antonio Liotta

The growth of the Internet and its popular services are forcing telecom operators to provide advanced services to their subscribers, as traditional voice services are no longer enough to attract more customers. To enable more innovative and value-added IP services and take advantage of the services that the Internet provides, the IP Multimedia Subsystem (IMS) is introduced. The IMS provides a complete access-agnostic architecture and framework that facilitates the convergence of the mobile network, removing the gap between the two most successful communication networks: cellular and Internet network. The harmonized All-IP platform has the potential to provide all Internet services with a more cost-effective and more efficient architecture than the circuit-switched networks do. However, by merging two of the most successful networks, the integration of two network models with different concerns and motivations is not without its problems, among which, the scalability issue is the most essential when supporting content delivery services. The purpose of this chapter is to study and design a new content delivery network infrastructure, PeerMob, merging the Peer-to-Peer technology with the IMS framework, which benefits IMS with scalability, reliability, and efficiency features coming with decentralized P2P architecture. The chapter also puts this P2P IMS paradigm under realistic network conditions and strenuous simulation to evaluate the performance of the P2P IMS system.


2021 ◽  
pp. 178359172110553
Author(s):  
Ishani Patharia ◽  
Anjana Pandey ◽  
Sanjay Gupta

Technological developments have a major impact on user behavior. The rapidly evolving communication system and technology have provided numerous choices for people. The ever-shifting changes in the generation of communication networks have posed challenges for mobile network service providers to attract and retain customers. This study aims to prioritize the determinants of the adoption of mobile network service providers using the unified theory of acceptance and use of technology (UTAUT-2). In this study, data were collected from 660 mobile phone users in Haryana, India. A fuzzy analytical hierarchy process (F-AHP) was applied to arrange the priority or rank the factors based on the significance of the factors in explaining the adoption of mobile network service providers. Results of the study reveal that efforts expectancy is the highest-ranked and prioritized factor for the adoption of mobile network service providers followed by performance expectancy and facilitating conditions. However, social influence emerged as the least important factor. The present study provides theoretical implications for future researchers by synthesizing and prioritizing the important factors affecting technology acceptance. The practical implications offer a clearer insight to marketers for developing focused pragmatic strategies to retain customer loyalty. The study has considered only UTAUT-2 model constructs and used the F-AHP technique. Other factors may be considered in future studies. Other priority analysis techniques can also be used such as ISM and MICMAC analysis for further study. The research has been conducted in Haryana, India, and therefore, it needs to be tested in other areas/countries for generalizability. JEL Classification: O1, O2, O4


2020 ◽  
Author(s):  
João Luiz Grave Gross ◽  
Cláudio Fernando Fernando Resin Geyer

In a scenario with increasingly mobile devices connected to the Internet, data-intensive applications and energy consumption limited by battery capacity, we propose a cost minimization model for IoT devices in a Mobile Edge Computing (MEC) architecture with the main objective of reducing total energy consumption and total elapsed times from task creation to conclusion. The cost model is implemented using the TEMS (Time and Energy Minimization Scheduler) scheduling algorithm and validated with simulation. The results show that it is possible to reduce the energy consumed in the system by up to 51.61% and the total elapsed time by up to 86.65% in the simulated cases with the parameters and characteristics defined in each experiment.


2009 ◽  
Vol 1 (4) ◽  
pp. 286 ◽  
Author(s):  
Nikki Turner ◽  
Paul Rouse ◽  
Stacey Airey ◽  
Helen Petousis-Harris

INTRODUCTION: Childhood immunisation is one of the most cost-effective activities in health care. However, New Zealand (NZ) has failed to achieve national coverage targets. NZ general practice is the primary site of service delivery and is funded on a fee-for-service basis for delivery of immunisation events. AIM: To determine the average cost to a general practice of delivering childhood immunisation events and to develop a cost model for the typical practice. METHODS: A purposeful selection of 24 diverse practices provided data via questionnaires and a daily log over a week. Costs were modelled using activity-based costing. RESULTS: The mean time spent on an immunisation activity was 23.8 minutes, with 90.7% of all staff time provided by practice nurses. Only 2% of the total time recorded was spent on childhood immunisation opportunistic activities. Practice nurses spent 15% of their total work time on immunisation activity. The mean estimated cost per vaccination event was $25.90; however, there was considerable variability across practices. A ‘typical practice’ model was developed to better understand costs at different levels of activity. CONCLUSIONS: The current level of immunisation benefit subsidy is considerably lower than the cost of a standard vaccination event, although there is wide variability across practices. The costs of delivery exceeding the subsidy may be one reason why there is an apparently small amount of time spent on extra opportunistic activities and a barrier to increasing efforts to raise immunisation rates. KEYWORDS: Immunisation; vaccination; patient care management; cost analysis; cost allocation


2007 ◽  
Vol 8 (2) ◽  
pp. 53-60
Author(s):  
Vittorio Mapelli

Introduction: schizophrenia is a serious and long lasting psychiatric disease. The new “atypical” antipsychotic drugs, introduced in the 90s, have substantially improved the effectiveness of medical treatments, compared to previous neuroleptic drugs. Nowadays they tend to be used as first choice drugs. The ddd cost of atypicals may differ by 20% and health authorities may have an incentive to deliver the less costly drug, especially if they are generic. However the various drugs show differential effectiveness rates and a rational choice should consider both cost and effectiveness.
Objective: the purpose of this analysis is to review the existing evidence on cost-effectiveness studies of olanzapine and risperidone, the two most prescribed drugs in Italy. Six published studies were identified, but attention was focused on two articles that reported consistent and methodologically sound results.
Results: most reviewed studies are cost-minimization analyses, since effectiveness indicators show no significant statistical difference between the two drugs, and are inconclusive since the results depend on the evaluation setting. However one observational retrospective study showed a significant severity reduction over 12 months for patients treated with olanzapine (-2.46 on HoNOS scale; p<0.05), compared to a smaller non significant reduction of the risperidone group (-0.57). Despite the higher drug cost, the average total cost per reduced severity score was lower for olanzapine than for risperidone patients (€ 4,554 vs. € 10,897). The only medical and related health care costs for risperidone patients were higher than total costs for olanzapine patients. Another study comparing cohorts of patients with similar starting severity showed a significant severity reduction and global functioning increase over 12 months for olanzapine but no significant increase for risperidone patients (-0.35, p<0.01 on CGI scale; +3.66, p <0.05 on GAF scale, compared respectively to -0.27, p<0.05 and +2.00 n.s.). Again average cost per reduced severity/increased functioning score was higher for risperidone than olanzapine patients (€ 4,568 vs. € 4,170 for CGI and € 2,284 vs. € 1,139 for GAF scales respectively).
Conclusion: the use of olanzapine in the treatment of schizophrenia is the most cost-effective alternative for the SSN (Italian National health service), as it minimizes the cost per score of severity reduction or functioning increase. Even if the price of risperidone were to be reduced by 50% (becoming a generic), total 12 months treatment costs would exceed those of olanzapine in its highest ddd (30 mg).



2021 ◽  
Vol 2 (47) ◽  
pp. 3-10
Author(s):  
K.V. Izmaylova ◽  
L.A. Kharchenko

The article analyzes domestic and international experience in the field of energy efficiency and energy security. Thus, it was important to adopt the Law of Ukraine "On the Energy Efficiency of Buildings", which introduced mandatory certification of buildings by energy consumption classes. The study of sources on the issues of effective energy consumption showed that issues related to improving the energy efficiency of buildings and structures are acquiring special relevance; the use of foreign models to improve the energy efficiency of the housing stock. Specific organizational and economic measures are highlighted that will help improve the energy efficiency of the national economy. The Swedish experience of using a modern cost model for the full period of operation ("General Concept") is studied, which aims to assess the economic results of investments in measures to improve the energy efficiency of the housing stock. The main principles of the modern cost model of the full operation period and the criteria for determining the number of necessary energy efficiency measures are considered. Analyzed "hard" (physical condition of the building) and "soft" (user behavior) measures that provide for the integrated energy efficiency of the building. The stages of the analysis according to the cost model of the full operation period are considered. The typical for Sweden ranges of the duration of energy efficient measures and the requirements for the internal rate of return, which depends on the general economic situation in the country and the terms of the loan, have been investigated.  Based on the results of the energy audit of the ten-story building selected for the study and taking into account the experience of Sweden, a number of measures to improve energy efficiency are proposed and a calculation is given to ensure the energy efficiency of a residential building in Ukraine. Based on the results obtained, it can be concluded that there is a positive trend in this implementation. With the integrated use of all measures that will even allow you to save more, you can significantly improve the energy efficiency of the existing housing stock in Ukraine.


Circulation ◽  
2007 ◽  
Vol 116 (suppl_16) ◽  
Author(s):  
Mark J Russo ◽  
Jonathan M Chen ◽  
Kimberly N Hong ◽  
Michael Argenziano ◽  
Ryan R Davies ◽  
...  

BACKGROUND: In order to offer the benefit of heart transplantation to a greater number of patients some centers match high-risk recipients (HR) with non-standard or ”marginal” donors (MD) in a strategy known as Alternate Listing Transplantation (ALT). However, pairing sicker recipients with lower quality donor organs remains both clinically and ethically controversial. The purpose of this study was to determine the cost-effectiveness of this strategy. METHODS: The United Network of Organ Sharing provided deidentified patient-level data. UNOS data was used to determine clinical outcomes, including waiting time, post-transplant survival, length of stay, re-hospitalizations, episodes of rejection, and infection, based on all adult heart transplant candidates (age [gt] 18 yo) and listed between 1995–2005 (n=35,049). Through a systematic literature review of randomized controlled trials and case series that estimated related costs, a cost model (see Table ) using an intention-to-treat assumption was developed to calculate the incremental cost-effectiveness ratio (ICER) for HR candidates who subsequently received marginal donor hearts (HTR) compared with candidates who were not transplanted (NTXP). High-risk recipient criteria included age [gt] 65yo, retransplantation, HepC+, HIV+, CrCl <30 ml/min, DM with PVD, DM with Crcl <40 ml/min. MD criteria included age [gt] 55yo, DM, HIV+, HepC+, EF<45%, and donor:recipient weight <0.7. RESULTS: Median survival from listing was 0.55 yrs and 5.1 yrs in the HTR and NTXP groups, respectively. The estimated ICER was $66,645($34,046–$127,491) ICER varied by HR recipient criteria. CONCLUSIONS: The ICER for ALT falls at the upper limits acceptability for being cost-effective. However, stratified analysis by HR group suggests that this strategy is not appropriate for all groups. Cost Model Assumptions


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