VIRTUALIZED BASEBAND UNITS CONSOLIDATION IN ADVANCED LTE NETWORKS USING MOBILITY- AND POWER-AWARE ALGORITHMS

Virtualization of baseband units in Advanced Long-Term Evolution networks and a rapid performance growth of general purpose processors naturally raise the interest in resource multiplexing. The concept of resource sharing and management between virtualized instances is not new and extensively used in data centers. We adopt some of the resource management techniques to organize virtualized baseband units on a pool of hosts and investigate the behavior of the system in order to identify features which are particularly relevant to mobile environment. Subsequently, we introduce our own resource management algorithm specifically targeted to address some of the peculiarities identified by experimental results

CHORUS Deliverable 2.2: Second report - identification of multi-disciplinary key issues for gap analysis toward EU multimedia search engines roadmap

After addressing the state-of-the-art during the first year of Chorus and establishing the existing landscape in multimedia search engines, we have identified and analyzed gaps within European research effort during our second year. In this period we focused on three directions, notably technological issues, user-centred issues and use-cases and socio- economic and legal aspects. These were assessed by two central studies: firstly, a concerted vision of functional breakdown of generic multimedia search engine, and secondly, a representative use-cases descriptions with the related discussion on requirement for technological challenges. Both studies have been carried out in cooperation and consultation with the community at large through EC concertation meetings (multimedia search engines cluster), several meetings with our Think-Tank, presentations in international conferences, and surveys addressed to EU projects coordinators as well as National initiatives coordinators. Based on the obtained feedback we identified two types of gaps, namely core technological gaps that involve research challenges, and “enablers”, which are not necessarily technical research challenges, but have impact on innovation progress. New socio-economic trends are presented as well as emerging legal challenges

Urban wage premia, cost of living, and collective bargaining

In this paper, we estimate the urban wage premia (UWP) in Italy, with its economy characterized by the interplay between collective bargaining and spatial heterogeneity in the cost of living. We implement a reduced-form regression analysis using both nominal and real (in temporal and spatial terms) wages. Our dataset for the 2005-2015 period includes, for workers’ characteristics, unique administrative data provided by Italian Social Security Institute and, for the local CPI computation, housing prices collected by Italian Revenue Agency. For employees covered by collective bargaining, we find a zero UWP in nominal terms and a negative and non-negligible UWP in real terms (-5%). To capture the role played by centralized wage settings, we also consider various groups of self-employed workers, who are not covered by national labour agreements, while living in the same locations and enjoying the same amenities as employees. We find that the UWP for self-employed workers are up to 25 times greater than for employees. Moreover, sorting proves more notable in the case of self-employed workers, i.e. the larger UWP provide the higher incentives for high-skilled individuals and better firms to locate in cities. Our findings are confirmed on extending the analysis along the wage distribution

The Interactive Medical Emergency Department (iMED): Architectural Integration of Digital Systems into the Emergency Care Environment

In healthcare, the architectural response to the development of information technologies has largely been relegated to a reactive role, essentially waiting for systems to develop and simply accommodating them with appropriately sized spaces. Designing IT systems independently from, rather than integrally with, their environment impedes them from reaching their full potential as vital components in the delivery of care by creating a lack of flexibility, decelerating performance, and degrading the healing environment. The flexibility of the environment is compromised by fixed position, single user data systems which prevent it from actively adapting to changing conditions, especially during volumetric surges associated with mass casualty events. Additionally, the delivery of care is hindered by traditional data entry points which minimize the caregiver\u27s ability to utilize information effectively by increasing distances to, and wait times for, available platforms. Furthermore, the overall quality of the healing environment is degraded by the increasing amount of technological clutter which can be difficult to sanitize, intimidating to patients, and unsafe by frustrating care. Dissolving the disconnect between architectural environments and information technology can be achieved by devising architectural elements and treatment protocols which would fuse both entities together, creating a more holistic, digitally integrated setting in which to deliver care. Utilizing advances such as integrated wall interfaces and environmental sensor systems would improve the delivery of care by empowering users and architectural settings with the ability to effectively adapt to changing conditions, increase accessibility to information, and streamline care for improved patient outcomes. Replacing fixed position, single user data entry systems with environmentally integrated surface interfaces would improve flexibility and performance by creating a multitude of localized points to access data, as well as streamline and simplify the environment by eliminating technological clutter. The process in which to derive an architectural response to the thesis statement was initiated by performing a series of interviews with nationally prominent professionals in the fields of healthcare architecture and information technology, attending international design conferences, interning in health facilities, assembling a cross-disciplinary thesis committee, and conducting a thorough literature review. The thesis research phase began by studying the historical progression and significance of information technology in healthcare environments in order to discern the architectural role in the implementation of these systems. The research focus was then shifted to all areas of architecture, identifying applicable precedent studies in which the environmental integration of information technology had enhanced the quality of the setting, highlighting characteristics that would improve flexibility, performance, and outcomes in the field of healthcare. From this exploration, a series of typological selection criteria were developed in order to determine which area within the healthcare spectrum would best demonstrate the potentials of this union. The emergency care environment was selected as an appropriate vessel to implement the thesis, due to its need for flexibility in order to accommodate ever changing demographic needs, significant volumetric shifts, fast paced care delivery which is dependent on the rapid utilization of information, and high patient turnover rate requiring an efficient throughput processes. Specific problems relevant to contemporary emergency departments were then identified, including overcrowding, staffing issues, and inability to accommodate for volumetric surges, all of which stem from inadequate throughput methodologies. The thesis then explored how the fusion of digital modalities with architectural elements in the emergency care environment would remediate these problems by improving the throughput of the facility. To ensure the final design holistically satisfies the goal of improving the quality and effectiveness of emergency care through the environmental integration of information technology, a series of design principles were developed to serve as its basis. In order to optimize data flow, access to input areas must be maximized by conceiving the building as an interface, where spatial boundaries become digital connections. If integrated data systems are to be accessible from a universal architectural interface and respond in a safe and controlled manner, digital scanning technologies such as biometrics and RFID tagging must be fused with physical threshold conditions in order to enable the digital system\u27s recognition of its inhabitants. In an additional effort to maintain safety, maximize workability, and ensure a level of sterility in sensitive environments, the facility needs to be designed into layers of penetration, regulating access to only those users who meet proper security clearances. Furthermore, the facility needs to act like a sponge, easily expanding and contracting the layers of penetration in an effort to accommodate unpredictable volumetric increases during mass casualty events. In addition to increasing its capacity, the facility should also be prepared to appropriate adjacent, existing infrastructure for overflow shelter and staging operations during such events. The programmatic typology of a freestanding medical emergency department, in which there is no connection to an existing facility, was selected with the intention of deriving a pure condition which eliminated extraneous influences from diluting the focus of this thesis on the relationship between information technology and architecture. Although rare in the US, freestanding emergency care facilities are a viable option for expanding healthcare provider\u27s coverage, capturing areas with growing populations, and improving the regional capability to respond effectively during mass casualty events. The base program was derived from the Swedish Medical Issaquah Campus Freestanding Emergency Department in Seattle, Washington, and then modified to function as a Point of Distribution (POD) site during mass casualty events. A series of potential mass casualty event scenarios were then developed in order to effectively prepare conceptual simulations to test possible responses from the facility\u27s program. The thesis proposal consists of a freestanding, 40,000+ square foot Interactive Medical Emergency Department (iMED) located in Charleston, SC. The proposal is guided by an established set of design principles, aiming to improve the delivery of emergency care during daily operations and mass casualty surge events through the architectural integration of information technology. In order to provide a range of possible disaster response situations, the building was located in the densely populated peninsula area of Charleston, South Carolina, within a region which is susceptible to an assortment of mass casualty events (including hurricanes, earthquakes, and terrorist attacks). The final site within the urban context adheres to a set of established criteria, including placement on open, stable, elevated land adjacent to the major access arterials of I-26, Hwy 17, and Meeting Street. Additionally, the site was located within a rapidly expanding, non-historical sector of the city which is not part of an existing healthcare complex. By meeting regional and urban conditions defined in the criteria, the site\u27s location strengthens the facility\u27s ability to deliver care during both daily and surge conditions substantially

LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking

Multi-Camera Multi-Object Tracking is currently drawing attention in the computer vision field due to its superior performance in real-world applications such as video surveillance in crowded scenes or in wide spaces. In this work, we propose a mathematically elegant multi-camera multiple object tracking approach based on a spatial-temporal lifted multicut formulation. Our model utilizes state-of-the-art tracklets produced by single-camera trackers as proposals. As these tracklets may contain ID-Switch errors, we refine them through a novel pre-clustering obtained from 3D geometry projections. As a result, we derive a better tracking graph without ID switches and more precise affinity costs for the data association phase. Tracklets are then matched to multi-camera trajectories by solving a global lifted multicut formulation that incorporates short and long-range temporal interactions on tracklets located in the same camera as well as inter-camera ones. Experimental results on the WildTrack dataset yield near-perfect performance, outperforming state-of-the-art trackers on Campus while being on par on the PETS-09 dataset.Comment: Official version for CVPR 202

Defining and characterizing team resilience in elite sport

Objectives: The objectives of this study were to develop a definition of team resilience and to identify the resilient characteristics of elite sport teams. Design and Method: Focus groups consisting of a total of 31 participants were conducted with five elite teams from a range of sports. An interpretive thematic analysis using inductive and deductive reasoning was employed to analyze the data. Results and Conclusions: Team resilience was defined as a dynamic, psychosocial process which protects a group of individuals from the potential negative effect of the stressors they collectively encounter. It comprises of processes whereby team members use their individual and combined resources to positively adapt when experiencing adversity. Findings revealed four main resilient characteristics of elite sport teams: group structure, mastery approaches, social capital, and collective efficacy. This study extends resilience research in sport psychology by providing greater conceptual clarity of resilience at a team level. The implications of the findings for those conducting research in this area and for those consulting with elite sport teams are discussed

Essays on Leadership Selection and Public Goods Provision in Self-Help Organizations

This dissertation examines the relationship between leadership selection and public goods provision in self-help organizations. Leadership selection is defined as the rules for selecting leaders, as well as the factors that determine the quality of the leadership class. Self-help organizations are defined as relatively small-size voluntary groups that are created to provide goods and services to members and that select their leader via democratic procedures. Examples include micro-lending and micro-insurance groups, common-pool resource groups, women and artisan cooperatives and farmer associations. The dissertation focuses on Uganda's recent largest development project: the Agriculture Productivity Enhancement Project (APEP). USAID funded, APEP's stated goal is to expand rural economic opportunities by supporting the transition of smallholder producers into commercial farming. During the project's lifespan (2005-2009), APEP helped about 60,000 small-scale producers to organize into over 200 farmer associations (i.e. cooperatives). Importantly, the success of these farmer associations in overcoming social dilemmas and in providing goods and services to their members, varied tremendously. Why are some groups more successful than others in overcoming the social dilemmas inherent in public goods production? To explain this variation, the dissertation uses a range of disciplinary perspectives --- drawn mainly from political science, economics, social psychology and sociology --- as well as a diverse set of methodological tools