An autonomic approach for resource provisioning of cloud services

Recently, there has been a significant increase in the use of cloud-based services that are offered in software as a service (SaaS) models by SaaS providers, and irregular access of different users to these cloud services leads to fluctuations in the demand workload. It is difficult to determine the suitable amount of resources required to run cloud services in response to the varying workloads, and this may lead to undesirable states of over-provisioning and under-provisioning. In this paper, we address improvements to resource provisioning for cloud services by proposing an autonomic resource provisioning approach that is based on the concept of the control monitor-analyze-plan-execute (MAPE) loop, and we design a resource provisioning framework for cloud environments. The experimental results show that the proposed approach reduces the total cost by up to 35 %, the number of service level agreement (SLA) violations by up to 40 %, and increases the resource utilization by up to 25 % compared with the other approaches.     

Urban ecosystem services assessment along a rural–urban gradient: A cross-analysis of European cities

The main objective of this paper is to present an assessment approach for ecosystem services in an urban context covering the local and the regional scale. It was applied to different European cities. A set of indicators representing important urban ecosystem goods and services – local climate regulation, air cooling and recreation – was tested using spatial data along an urban–rural gradient. The results show that there is neither a typical rural–urban gradient in terms of urban ecosystem service provisioning nor a uniform urban spatial pattern of service provisioning that can serve as a generic model for cities. The results demonstrate that (1) core cities do not necessarily provide fewer ecosystem services compared to their regions and (2) there were no patches found within the four case study cities where all of the indicators report very high performance values. The analysis further shows that a high degree of imperviousness does not necessarily entail low ecosystem service provisioning if an urban structure contains a considerable amount of mature trees which support carbon storage and biodiversity. The results of the present paper provide insights into potentials and trade-offs between different urban ecosystem services that should be considered during urban planning when setting targets and establishing thresholds to protect environmental resources, ecosystem services and biodiversity for residents.     

Software architecture definition for on-demand cloud provisioning

Cloud computing is a promising paradigm for the provisioning of IT services. Cloud computing infrastructures, such as those offered by the RESERVOIR project, aim to facilitate the deployment, management and execution of services across multiple physical locations in a seamless manner. In order for service providers to meet their quality of service objectives, it is important to examine how software architectures can be described to take full advantage of the capabilities introduced by such platforms. When dealing with software systems involving numerous loosely coupled components, architectural constraints need to be made explicit to ensure continuous operation when allocating and migrating services from one host in the Cloud to another. In addition, the need for optimising resources and minimising over-provisioning requires service providers to control the dynamic adjustment of capacity throughout the entire service lifecycle. We discuss the implications for software architecture definitions of distributed applications that are to be deployed on Clouds. In particular, we identify novel primitives to support service elasticity, co-location and other requirements, propose language abstractions for these primitives and define their behavioural semantics precisely by establishing constraints on the relationship between architecture definitions and Cloud management infrastructures using a model denotational approach in order to derive appropriate service management cycles. Using these primitives and semantic definition as a basis, we define a service management framework implementation that supports on demand cloud provisioning and present a novel monitoring framework that meets the demands of Cloud based applications.     

延河流域水供给服务供需平衡与服务流研究

水供给服务的供需定量评估与空间制图是当前研究的核心与前沿议题,然而耦合人类需求与自然过程进行供需时空关联分析和服务流模拟仍需进一步加强。以延河流域为研究区,基于GIS手段和SWAT模型,融合多源数据构建了水供给服务供需平衡与空间流动模型,从子流域尺度探究了延河流域水供给服务的供需空间匹配特征与流动规律,明确流域供给区和受益区的空间范围与流量。研究结果表明:1)2005—2015年延河流域水供给量先增多后减少,水需求量则逐年增多,供需平衡状况在逐年恶化。到2015年,流域的水资源安全指数(Freshwater Security Index,FSI)仅为0.095。2)延河流域水供给服务的供给与需求在空间分布上呈现显著的不匹配特征,尤其是位于延河中游的延安市区及周边地区,水资源供需矛盾突出。3)在水供给服务流研究的框架下,本文明确了流域内4个主要受益区的空间范围及其接受的相应上游子流域(供给区)提供的服务流量,分别为安塞城区、延安市区、青化砭镇、延长县城区及其附近城镇。本评估模型与研究结果不仅可以为实现延河流域水资源的合理配置和保障流域用水安全提供科学依据,也可以为其他流域的水资源管理提供参考。     

Power and performance management of virtualized computing environments via lookahead control

There is growing incentive to reduce the power consumed by large-scale data centers that host online services such as banking, retail commerce, and gaming. Virtualization is a promising approach to consolidating multiple online services onto a smaller number of computing resources. A virtualized server environment allows computing resources to be shared among multiple performance-isolated platforms called virtual machines. By dynamically provisioning virtual machines, consolidating the workload, and turning servers on and off as needed, data center operators can maintain the desired quality-of-service (QoS) while achieving higher server utilization and energy efficiency. We implement and validate a dynamic resource provisioning framework for virtualized server environments wherein the provisioning problem is posed as one of sequential optimization under uncertainty and solved using a lookahead control scheme. The proposed approach accounts for the switching costs incurred while provisioning virtual machines and explicitly encodes the corresponding risk in the optimization problem. Experiments using the Trade6 enterprise application show that a server cluster managed by the controller conserves, on average, 22% of the power required by a system without dynamic control while still maintaining QoS goals. Finally, we use trace-based simulations to analyze controller performance on server clusters larger than our testbed, and show how concepts from approximation theory can be used to further reduce the computational burden of controlling large systems.

Performance Evaluation of Resource Management in Cloud Computing Environments

Cloud computing is a computational model in which resource providers can offer on-demand services to clients in a transparent way. However, to be able to guarantee quality of service without limiting the number of accepted requests, providers must be able to dynamically manage the available resources so that they can be optimized. This dynamic resource management is not a trivial task, since it involves meeting several challenges related to workload modeling, virtualization, performance modeling, deployment and monitoring of applications on virtualized resources. This paper carries out a performance evaluation of a module for resource management in a cloud environment that includes handling available resources during execution time and ensuring the quality of service defined in the service level agreement. An analysis was conducted of different resource configurations to define which dimension of resource scaling has a real influence on client requests. The results were used to model and implement a simulated cloud system, in which the allocated resource can be changed on-the-fly, with a corresponding change in price. In this way, the proposed module seeks to satisfy both the client by ensuring quality of service, and the provider by ensuring the best use of resources at a fair price.     

Assessing regulating and provisioning ecosystem services in a contrasting tropical forest landscape

Ecosystem services are the bridge between nature and society, and are essential elements of community well-being. The Wet Tropics Australia, is environmentally and biologically diverse, and supplies numerous ecosystem services. It contributes to the community well-being of this region, Australian national economy and global climate change mitigation efforts. However, the ecosystem services in the region have rarely been assessed undermining strategic landscape planning to sustain their future flow. In this study, we attempted to: (i) assess the quantity of five regulating ecosystem services – global climate regulation, air quality regulation, erosion regulation, nutrient regulation, and cyclone protection, and three provisioning ecosystem services – habitat provision, energy provision and timber provision across rainforests, sclerophyll forests and rehabilitated plantation forests; (ii) evaluate the variation of supply of those regulating and provisioning ecosystem services across environmental gradients, such as rainfall, temperature, and elevation; (iii) show the relationships among those ecosystem services; and (iv) identify the hotspots of single and multiple ecosystem services supply across the landscape. The results showed that rainforests possess a very high capacity to supply single and multiple ecosystem services, and the hotspots for most of the regulating and provisioning ecosystem services are found in upland rainforest followed by lowland rainforest, and upland sclerophyll forest. Elevation, rainfall and temperature gradients along with forest structure are the main determinant factors for the quantity of ecosystem services supplied across the three forest types. The correlation among ecosystem services may be positive or negative depending on the ecosystem service category and vegetation type. The rehabilitated plantation forests may provide some ecosystem services comparable to the rainforest. The results demonstrated disturbance regimes (such as tropical cyclones) may have influenced the usual spatial trend of ecosystem service values. This study will assist decision makers in incorporating ecosystem services into their natural resource management planning, and for practitioners to identify the areas with higher values of specific and multiple ecosystem services.     

生态系统服务竞争与协同研究进展

生态系统服务作为生态系统评估的核心领域,是生态学的研究热点。生态系统提供服务的形式与能力受人类活动强烈影响,反之,生态系统服务的变化又影响着人类相关决策的制定。不同生态系统服务之间很难甚至不可能同时达到利益最大化,即存在着不同程度此消彼长的竞争关系。此外,不同生态系统服务之间也可能形成相互促进或抑制的协同作用。探讨不同生态系统服务的相互关系(竞争与协同作用),有利于揭示不同尺度利益相关方与生态系统服务之间的作用与反馈机制,避免生态系统服务的重复估算;同时可为制定与实施生态补偿、提高人类福祉提供科学依据,优化生态系统服务管理。综合研究了近期国外生态系统服务竞争关系与协同作用的相关文献,在简述当前生态系统服务研究若干问题的基础上,以生态系统服务竞争与协同为视角,厘清了生态系统服务竞争与协同的基本内涵,总结了生态系统服务竞争与协同的主要类型,探讨了生态系统服务竞争与协同的空间与时间尺度效应;介绍并总结了生态系统服务竞争与协同两种主要研究方法(生态-经济综合模型方法、基于土地利用的情景分析法)的特点与适应范围。     

Analysis of the tradeoffs between provisioning and regulating services from the perspective of varied share of net primary production in an alpine grassland ecosystem

Because ecosystems are complex, tradeoffs exist among supplies of multiple ecosystem services, especially between the provisioning and regulating services. In ecosystem processes, net primary production (NPP) is connected with many other processes such as respiration and evapotranspiration. As one key supporting service, NPP is also related to other provisioning and regulating services. This study introduces an analysis framework of ecosystem services tradeoffs from the perspective of varied share of NPP, in the alpine grassland ecosystem of Damxung County on the Tibetan plateau, China. Total NPP was divided into the share of NPP spent on supplying provisioning services and the share used in supporting regulating services. Tradeoffs between provisioning and regulating services were analyzed by quantifying the change of meat provisioning service and the remaining share of NPP used in other ways; the corresponding change in the share of NPP used to support regulating services was also analyzed and compared with other changes in regulating services, such as carbon sequestration and water conservation services. The results show, from 2000 to 2010, the meat provisioning service increased by 199%, but this was at a cost of additional livestock feeding, which used more NPP of the alpine grassland ecosystem. As a result, by 2010 the remaining NPP used for supporting regulating services shrank to 77% of the 2000 level, which was accompanied by a decrease in carbon sequestration and water conservation services by 90% and 67%, respectively. The analysis of tradeoffs from the perspective of variations in the share of NPP used for various services will contribute to the study of mechanisms involved in providing ecosystem services, interactions between the provisioning of various services, and will also help land managers improve the management of ecosystems.     

山东近海生态资本价值评估——供给服务价值

海洋生态资本是沿海地区社会经济活动的重要生产要素,供给服务价值是海洋生态资本价值的关键构成要素之一。选择养殖生产、捕捞生产和氧气生产3个指标,分别采用市场价格法和替代成本法对山东近海生态系统提供的供给服务价值进行了评估,并揭示山东近海供给服务价值的空间分布规律。山东近海3.16万km²的海域,2008年产出的供给服务价值为574.1亿元,占全省沿海地级市生产总值的3.62%。其中,养殖生产价值452.86亿元,捕捞生产价值66.02亿元,氧气生产价值55.23亿元。山东沿海7个地级市比较,威海和烟台近海的供给服务价值最高,分别为180亿元和169.13亿元;其次是青岛近海,为103.58亿元;滨州、潍坊、日照和东营近海较低且相差不大。山东近海生态系统供给服务价值的分布密度平均为167.7万元/km²。供给服务价值的高值区集中分布于青岛和日照近海,中值区主要分布于威海和烟台近海,滨州、东营和潍坊近海的分布密度较低。山东近海生态系统供给服务价值空间分布遵守从近岸向外海总体降低的规律,有养殖区分布的局部海域,供给服务价值较高。山东近海供给服务与调节服务、支持服务存在正相关的关系,养殖生产、捕捞生产、氧气生产3项服务之间也存在互相促进的关系。山东近海供给服务价值,尤其是养殖生产对山东沿海经济发展有着重要的支撑作用。     

Integrating trait‐based empirical and modeling research to improve ecological restoration

A global ecological restoration agenda has led to ambitious programs in environmental policy to mitigate declines in biodiversity and ecosystem services. Current restoration programs can incompletely return desired ecosystem service levels, while resilience of restored ecosystems to future threats is unknown. It is therefore essential to advance understanding and better utilize knowledge from ecological literature in restoration approaches. We identified an incomplete linkage between global change ecology, ecosystem function research, and restoration ecology. This gap impedes a full understanding of the interactive effects of changing environmental factors on the long‐term provision of ecosystem functions and a quantification of trade‐offs and synergies among multiple services. Approaches that account for the effects of multiple changing factors on the composition of plant traits and their direct and indirect impact on the provision of ecosystem functions and services can close this gap. However, studies on this multilayered relationship are currently missing. We therefore propose an integrated restoration agenda complementing trait‐based empirical studies with simulation modeling. We introduce an ongoing case study to demonstrate how this framework could allow systematic assessment of the impacts of interacting environmental factors on long‐term service provisioning. Our proposed agenda will benefit restoration programs by suggesting plant species compositions with specific traits that maximize the supply of multiple ecosystem services in the long term. Once the suggested compositions have been implemented in actual restoration projects, these assemblages should be monitored to assess whether they are resilient as well as to improve model parameterization. Additionally, the integration of empirical and simulation modeling research can improve global outcomes by raising the awareness of which restoration goals can be achieved, due to the quantification of trade‐offs and synergies among ecosystem services under a wide range of environmental conditions.     

Head and neck cancer in the UK: what is expected of cytopathology?

Objective:  This review highlights the role of cytopathology in cancer management within UK Head and Neck Cancer Networks and informs on the issues raised by recent UK Department of Health documents and other UK professional guidance. UK guidance requires the formal involvement of cytopathologists within multidisciplinary cancer teams, with medical and non-medical cytopathology staff setting up and running rapid access lump clinics, and support for image-guided fine needle aspiration cytology (FNAC) services. UK guidance also makes recommendations for training, resources and quality control. This review also highlights the resource gap between best practice evidence-based guidance for head and neck (HN) cancer services and existing UK provision for cytopathology, as evidenced by lack of availability of experienced staff and adequacy of training and quality control (QC). Finally, it stresses the importance in the UK of the Royal College of Pathologists' guidance, which defines the need for training, the experience needed for new consultants, the requirements for audit and QC. The implications for the additional resources required for HN cancer cytopathology services are discussed. Recent professional guidance specifying the provision of HN cancer services in the UK includes a cytopathology service for cancer networks, such as rapid access FNAC clinics. Although these clinics already operate in some institutions, there are many institutions where they do not and where the provision of cytopathology services would have to be restructured. This would need the support of local cancer networks and their acceptance of the detailed requirements for cytopathology, including resources, training and QC. The standards are not defined locally, as Strategic Health Authorities and Primary Care Trusts have been instructed by the Department of Health to support, invest and implement them.     

Risk-aware limited lookahead control for dynamic resource provisioning in enterprise computing systems

Utility or on-demand computing, a provisioning model where a service provider makes computing infrastructure available to customers as needed, is becoming increasingly common in enterprise computing systems. Realizing this model requires making dynamic, and sometimes risky, resource provisioning and allocation decisions in an uncertain operating environment to maximize revenue while reducing operating cost. This paper develops an optimization framework wherein the resource provisioning problem is posed as one of sequential decision making under uncertainty and solved using a limited lookahead control scheme. The proposed approach accounts for the switching costs incurred during resource provisioning and explicitly encodes risk in the optimization problem. Simulations using workload traces from the Soccer World Cup 1998 web site show that a computing system managed by our controller generates up to 20% more profit than a system without dynamic control while incurring low control overhead.

Multiple ecosystem services and disservices of the urban forest establishing their connections with landscape structure and sociodemographics

The promotion of sustainable cities is critical under future environmental change and population growth. Cities in the present and future can ensure the provision of ecosystem services to their urban inhabitants. The urban forest is one of the main suppliers of ecosystem services in urban areas, and can provide the base information to quantify ecosystem services and disservices, detecting the areas were low provision of those occur. In this study multiple ecosystem services and disservices were quantified using transferable indicators in order to detect areas for environmental improvement. The set of spatially explicit indicators enables the detection of areas of low and high provision of ecosystem services. The analysis showed synergies existing among regulating, provisioning and supporting services, while trade-offs were found with cultural services and regulating, provisioning and supporting services. Ecosystem services provision was positively related to the amount of vegetation and negatively related to its degree of fragmentation. A high provision of ecosystem services was found in less populated areas, with more educated and affluent people, highlighting the strong relations existing between social vulnerabilities and areas of low provision of services. Results from this research provide insights on the role of policy makers on better distributed supply of ecosystem services and on how the landscape structure can be modified to plan for sustainable cities.     

密云水库上游流域生态系统服务功能空间特征及其与居民福祉的关系

生态系统管理的一个重要挑战是在区域尺度上管理生态系统服务并提高当地居民福祉。以2009年土地利用数据和社会经济数据为基础,利用InVEST模型和空间制图在乡镇尺度上对密云水库上游流域水资源供给服务、土壤保持服务、水质净化服务、产品供给服务以及居民福祉进行了定量评估和空间特征刻画,并探讨了生态系统服务与居民福祉的不同关系模式。结果表明,流域内各乡镇土壤保持服务从上游到下游呈逐渐递增的趋势,水质净化服务从上游到下游整体上也呈逐渐递增的趋势,流域内水质净化服务功能与水资源供给服务、粮食供给服务、蔬菜供给服务以及畜牧产品供给服务在空间上呈显著负相关;基于生态系统服务与居民福祉在空间上的聚集特征,可将56个乡镇划分为低服务低福祉模式、供给服务依赖模式和高服务高福祉模式,针对这3种关系模式特点,可分别提出改善生态系统服务功能和居民福祉的管理措施。案例研究可为其他区域实施分区管理、协调生态系统服务功能保护与居民福祉的关系提供借鉴。     

Plant diversity enhances provision of ecosystem services: A new synthesis

Biodiversity is known to play a fundamental role in ecosystem functioning and thus may positively influence the provision of ecosystem services with benefits to society. There is a need for further understanding of how specific components of biodiversity are affecting service provision. In this context, terrestrial plants are a particularly important component of biodiversity and one for which a wealth of information on biodiversity–ecosystem functioning relationships is available. In this paper, we consider terrestrial plants as providers of ecosystem services and analyze whether manipulating plant diversity has an effect on the magnitude of ecosystem service provision using a meta-analysis of 197 effect sizes and a vote-counting analysis of 361 significance tests. The results of these analyses are compared with those of a previous meta-analysis that included a wide diversity of service providers. We produce a synthesis table to explicitly link plants as service providers to indicators of ecosystem properties and these to ecosystem services. By focusing on only plants, we found a clear positive effect of biodiversity on six out of eight services analyzed (provisioning of plant products, erosion control, invasion resistance, pest regulation, pathogen regulation and soil fertility regulation). When controlling for pseudoreplication (repeated records from single studies), we found that four of the six positive effects remained significant; only pest regulation and soil fertility showed non-significant effects. Further expanding our basis for inference with the vote-counting analysis corroborated these results, demonstrating that quantitative meta-analysis and vote-counting methods are both useful methods to synthesize biodiversity–ecosystem service studies. Notwithstanding the restricted number of identified services, our results point to the importance of maintaining plant diversity to ensure and increased provision of ecosystem services which benefit human well-being.     

Interconnecting Federated Clouds by Using Publish-Subscribe Service

Cloud Federation is an emerging computing model where multiple resources from independent Cloud providers are leveraged to create large-scale distributed virtual computing clusters, operating as into a single Cloud organization. This model enables the implementation of environmental diversity for Cloud applications, and overcomes the provisioning and scalability limits of a single Cloud, by introducing minimal additional cost for the Cloud consumer. In such a scenario, it is necessary to leverage on specific networking technologies that enable the effective support of inter-Cloud communication services between Cloud providers. This paper proposes an interconnection solution for Cloud federations based on publish/subscribe services. Moreover, we discuss some fundamental concerns needed to satisfy the inter-Cloud communication requirements in terms of reliability and availability. Finally, we present some experimental results that highlight some key reliability and denial of service vulnerability concerns in this domain.     

贵州草海湿地生态系统服务价值评估

贵州草海是中国三大高原淡水湖泊之一,其湿地生态系统能给人类提供产品和服务,为社会可持续发展提供基础,由于其价值没有被量化,人们对其重要性缺乏直观认识,导致了湿地的不合理开发及利用。根据草海湿地的特征,运用市场价值法、影子工程法、问卷调查法等定量评估了2010年草海湿地生态系统最终服务价值,包括供给服务、调节服务和文化服务。结果表明,草海湿地生态系统服务总价值为4.39×108元,其中供给服务价值为0.74×108元,调节服务价值为1.14×108元,文化服务价值为2.51×108元;所计算的10项服务按其价值大小排序为:休闲娱乐生物多样性与景观资源保护水资源供给调蓄洪水气候调节补给地下水大气组分调节原材料生产水质净化食物生产;单位面积服务价值为16.40×104元/hm2,是2010年贵州省威宁县单位面积GDP产值的16.91倍。从研究结果来看,草海湿地生态系统服务价值较大,为草海湿地的管理及保护提供了一定参考依据。     

粤港澳大湾区生态系统服务识别、分类及制图

海岸带生态系统服务识别、分类与制图是合理利用海岸带自然资源,协调海岸带开发与保护矛盾的重要基础。现有生态系统服务分类方法在海岸带应用存在一定的局限性。在前人研究的基础上,以我国城市化和工业化水平较高的粤港澳大湾区为研究区,对该区域海岸带生态系统服务进行识别、分类,并在此基础上使用地图大数据与遥感解译的土地利用数据对海岸带生态系统服务进行了制图。共识别出35种海岸带生态系统服务,并对其中的31种服务进行制图。结果表明,建立的这套方法能较为系统地展示粤港澳大湾区生态系统服务的类型及空间分布特征。具体而言,该区域供给服务和文化服务在城市中心区较为集中,而调节服务多分布于城市周边。对识别的生态系统服务进行综合叠加分析,可将研究区分为文化服务主体区、供给服务主体区、调节服务主体区。建立的海岸带生态系统服务识别、分类体系和制图方法可操作性强,能为我国海岸带生态系统的保育、修复和重建提供科学基础。     

SpeQuloS: a QoS service for hybrid and elastic computing infrastructures

The large choice of Distributed Computing Infrastructures (DCIs) available allows users to select and combine their preferred architectures amongst Clusters, Grids, Clouds, Desktop Grids and more. In these hybrid DCIs, elasticity is emerging as a key property. In elastic infrastructures, resources available to execute application continuously vary, either because of application requirements or because of constraints on the infrastructure, such as node volatility. In the former case, there is no guarantee that the computing resources will remain available during the entire execution of an application. In this paper, we show that Bag-of-Tasks (BoT) execution on these “Best-Effort” infrastructures suffer from a drop of the task completion rate at the end of the execution. The SpeQuloS service presented in this paper improves the Quality of Service (QoS) of BoT applications executed on hybrid and elastic infrastructures. SpeQuloS monitors the execution of the BoT, and dynamically supplies fast and reliable Cloud resources when the critical part of the BoT is executed. SpeQuloS offers several features to hybrid DCIs users, such as estimating completion time and execution speedup. Performance evaluation shows that BoT executions can be accelerated by a factor 2, while offloading less than 2.5 % of the workload to the Cloud. We report on several scenarios where SpeQuloS is deployed on hybrid infrastructures featuring a large variety of infrastructures combinations. In the context of the European Desktop Grid Initiative (EDGI), SpeQuloS is operated to improve QoS of Desktop Grids using resources from private Clouds. We present a use case where SpeQuloS uses both EC2 regular and spot instances to decrease the cost of computation while preserving a similar QoS level. Finally, in the last scenario SpeQuloS allows to optimize Grid5000 resources utilization.