Introducing risk management into the grid

Service Level Agreements (SLAs) are explicit statements about all expectations and obligations in the business partnership between customers and providers. They have been introduced in Grid computing to overcome the best effort approach, making the Grid more interesting for commercial applications. However, decisions on negotiation and system management still rely on static approaches, not reflecting the risk linked with decisions. The EC-funded project "AssessGrid" aims at introducing risk assessment and management as a novel decision paradigm into Grid computing. This paper gives a general motivation for risk management and presents the envisaged architecture of a "risk-aware" Grid middleware and Grid fabric, highlighting its functionality by means of three showcase scenarios

SLA-based risk analysis in cloud computing environments

The cloud computing has been evolved in recent years which led many customers to utilize the cloud computing technologies. The research work in this area has spread due to many issues that have coincided with the vast growth of the cloud computing technologies. On the other hand, the cloud security concern has become one of the important issues that cloud computing introduces. One of the main components of cloud services is the service level agreement (SLA) that works as a contractual document between the cloud providers and their customers and states some metrics and parameters that must be enforced by the cloud providers or consumers. Despite various issues of the SLA in cloud computing, there is one issue that has not been discussed frequently in cloud computing security, which is the SLA in term of risk management. This research tends to perform SLA-based risk analysis in cloud computing environments. Moreover, it evaluates different SLA parameters such the risk factor, the response time factor, and the service cost factor. This paper also designates the importance of considering risk management as an SLA parameter in the negotiation stage between the provider and the consumer. However, it looks for the relation between those SLA metrics and risk factor associated with the cloud services

Supporting SLA Provisioning in Grids by Risk Management Processes

Gridtechnologien haben heutzutage einen hohen Entwicklungsstand erreicht, aber für die Etablierung eines kommerziellen Grids ist es erforderlich, Defizite in den Bereichen Sicherheit, Vertrauenswürdigkeit und Verlässlichkeit zu beheben. Anwender fordern eine Ausführung ihrer Applikation (Grid Jobs) gemäß einer gewünschten Priorität und Qualität. Um vertraglich derartige Aspekte einzufordern, können Service Level Agreements (SLAs) zwischen Dienstbenutzern und Dienstanbietern verhandelt werden. Dienstanbieter kennen jedoch die Unzuverlässigkeit von Grid Ressourcen und sind daher vorsichtig, strenge Forderungen zu akzeptieren und entsprechende Qualitäten zu garantieren. Können strenge Forderungen jedoch nicht vertraglich vereinbart werden, so bevorzugen es viele Anwender, eigene Rechenressourcen zu verwenden. Zwar ist die Unterhaltung eigener Ressourcen in vielen Fällen teurer, aber sie haben die Kontrolle über ihre Applikation, was ihnen mehr Sicherheit bietet. Für die Etablierung eines kommerziellen Grids ist es daher unerlässlich, dass Grid Provider auch strenge SLAs akzeptieren. Damit Provider strenge SLAs akzeptieren können, benötigen sie Abschätzungen dafür, dass sie die SLA nicht erfüllen können (Risikoberechnung). Des Weiteren sollten solche Abschätzungen als Entscheidungskriterium bei der Ressourcenallokation oder Initiierung von Fehlertoleranzmaßnahmen fungieren (Risikomanagement). Diese Arbeit integriert die Betrachtung von Risiken in die Abläufe des Providers, die in die Erbringung von SLAs involviert sind. Während der SLA Verhandlung wird evaluiert welche Ressourcen für die Diensterbringung verwendet werden. Basierend darauf wird die Fehlerwahrscheinlichkeit dieser Ressourcen und der SLA Erbringung im Gesamten berechnet. Falls die mögliche Fehlerwahrscheinlichkeit zu hoch ist, können risikoreduzierende Maßnahmen durchgeführt werden, so dass die SLA akzeptiert werden kann. Die berechnete Fehlerwahrscheinlichkeit wird von Provider und Benutzer ebenfalls bei der Bestimmung des Preises und der Konventionalstrafe betrachtet. Nach dem Vertragsabschluss ist es für die Vermeidung von SLA Verletzungen aus Grid Provider Sicht essentiell, Ressourcenausfälle kompensieren zu können. Die Verwendung von Fehlertoleranzmaßnahmen in Zusammenhang mit einer Risikobetrachtung unterstützt Grid Provider bei der Bewältigung dieser Aufgabe. Risikomanagementprozesse werden dabei direkt mit dem Ressourcenmanagement verknüpft und sind nicht sichtbar für Anwender. Ein wichtiger Aspekt des entwickelten Risikomanagements sind selbstorganisierende Mechanismen, die eine Fehlertoleranzmaßnahme oder eine Kette solcher initiieren, um auf Instabilitäten oder Ausfälle von Ressourcen zu reagieren. Für kommerzielle Grid Provider ist die Betrachtung finanzieller Aspekte im Ressourcenbetrieb und in der Diensterbringung stets von hoher Bedeutung. Folglich werden alle Entscheidungen unter Berücksichtigung finanzieller Aspekte getroffen, wie zum Beispiel der Gewinnmarge, den Kosten für eine Fehlertoleranzmaßnahme sowie dem erwarteten Profit für eine Jobausführung. Zusammengefasst gilt die Integration von Risikomanagement in die Abläufe eines Grid Providers als initialer Schritt für ein risikobetrachtendes Grid. Es wird die Transparenz, Zuverlässigkeit und Vertrauenswürdigkeit steigern und dient als objektives Kriterium für Entscheidungsprozesse im Ressourcenmanagement. Ein integriertes Risikomanagement bringt enorme Vorteile sowohl während der SLA Verhandlung als auch nach Vertragsabschluss - und damit insgesamt für die Diensterbringung im Rahmen von SLAs.Grid technologies have reached a high level of development, however core shortcomings have been identified relating to security, trust, and dependability of the Grid which reduce its appeal to potential commercial adopters. Users require a job execution with a desired priority and quality. In order to stipulate such requirements, Service Level Agreements (SLA) can be negotiated. These are a powerful instrument enabling the specification of the business relationships between service providers and service users in detail. However, providers are aware of various threats for SLA violations and are reluctant to adopt a mechanism which requires them to meet strict requirements and to guarantee associated quality constraints. If strict guarantees cannot be agreed by contract, many users prefer to operate their own resources instead of using the Grid. This is more expensive but they control their applications, which removes the issues of trust and ensures dependability concerning its successful completion. To establish a commercial Grid environment, it is essential that Grid providers are prepared to accept an approach involving SLAs with associated guarantees. In order to enable providers to accept such SLAs, they need estimates of the likelihood that they are unable to fulfill an SLA, i. e. Risk Assessment. Furthermore the resource management should take into account such estimations when allocating resources or initiating fault-tolerance mechanisms, i. e. Risk Management. This work integrates risk awareness in the provider’s processes which are involved in SLA provisioning: During SLA negotiation they evaluate which resources can be used for service provisioning and estimate the Probability of Failure (PoF) of resources and of fulfilling the SLA. If the estimated PoF is too high, then, by applying risk reduction mechanisms, the provider may be able to reduce it sufficiently to accept the SLA. The estimated PoF will also be considered by the service provider and service consumer when determining the revenue and the contractual penalty. Compared to a service request requiring a relatively low quality of service, providing a more reliable service requires to receive a higher price since more guarantees have to be ensured. If a more reliable service is provided, the consumer might also define a higher contractual penalty. Thus, the PoF is an additional decision making element in the SLA negotiation since it enables end-users to compare different SLA offers by an objective measurement. When providers have accepted an SLA, they have to be able to compensate for resource failures in order to prevent SLA violations. The usage of fault-tolerance mechanisms combined with risk awareness support Grid providers in this task. The Risk Management processes are interlaced with the resource management and thereby transparent for Grid service consumers. An important aspect of the Risk Management developed for the Grid are self-organising mechanisms, which initiate a fault-tolerance action or a chain of them, in order to manage resource instabilities or resource outages. Decisions are made on the basis of financial considerations, such as the profit margin, the cost for performing fault-tolerance, and the expected profit when executing a job. Taking into account such financial factors is of high importance for commercial Grid providers. In conclusion, the integration of Risk Management in the processes of Grid providers is the initial step towards a risk aware Grid. It will increase transparency, reliability, and trust and provides an objective basis for decision processes in the resource management. Risk Management is integrated to address the SLA negotiation as well as the post-negotiation phase and thereby improves the SLA provisioning process in general

Architectures and algorithms for dynamic overlay networks

Most of today’s Internet of Things (IoT) applications assume that data will be moved offdevices into centralized cloud platforms. While existing IoT systems leverage cloud-based analytics for meaningful data reasoning, the assumption that data should always be moved off the devices is problematic. The amount of data to be moved from devices over Internet gateways to cloud platforms is huge which potentially make it cost inefficient. In other scenarios, privacy concerns of customers or organizational rules complicate the process of transferring data to third-party data centers.This dissertation proposes architectures and dynamic overlay network algorithms for in-networkand edge processing of data offered by the globally available IoT devices and provides a global platform for meaningful and responsive data analysis and decision making. The proposed techniques shift IoT analytics from a ”collect data now and analyze it later” scenario to directlyproviding meaningful information from the in-network processing of devices data at or near thedevices. The techniques serve future IoT use cases including distributed context awareness, on-demand data analysis, and in-network decision making. The dissertation comprises three main components.The first component is a device management protocol for cloning devices’ data in proximateEdge Computing platforms. Unlike existing application-layer IoT management protocols theproposed protocol uses the LTE LTE-A radio frame structure, device-to-device communication,and IoT data properties to avoid excessive network access latency in existing technologies.The second component realizes distributed IoT analytics as overlay networks of devices clones. By means of virtual network embedding, it selects and interconnects devices’ clones to efficiently realize applications’ virtual topologies to achieve goals such as minimum latency, minimum infrastructure cost, or maximum infrastructure utilization.Finally, the dissertation presents a communication middleware that allows autonomous discovery, self-deployment, and online migration of devices’ clones across heterogeneous Edge computing platforms. The middleware ensures that communication latency between clones is kept minimum despite the uncontrolled variability of the network and hosting platforms conditions.We evaluate the proposed architectures and algorithms through simulations and prototypeimplementation of various components in controlled testbed environments, which we evaluateusing real user applications. We explore the feasibility of the proposed techniques from boththeoretical and practical perspectives.Keywords: Cloud Computing, Internet of Things, Algorithmic Game Theory, Compressive Sensin

JTIT

kwartalni

Fuelling the zero-emissions road freight of the future: routing of mobile fuellers

The future of zero-emissions road freight is closely tied to the sufficient availability of new and clean fuel options such as electricity and Hydrogen. In goods distribution using Electric Commercial Vehicles (ECVs) and Hydrogen Fuel Cell Vehicles (HFCVs) a major challenge in the transition period would pertain to their limited autonomy and scarce and unevenly distributed refuelling stations. One viable solution to facilitate and speed up the adoption of ECVs/HFCVs by logistics, however, is to get the fuel to the point where it is needed (instead of diverting the route of delivery vehicles to refuelling stations) using "Mobile Fuellers (MFs)". These are mobile battery swapping/recharging vans or mobile Hydrogen fuellers that can travel to a running ECV/HFCV to provide the fuel they require to complete their delivery routes at a rendezvous time and space. In this presentation, new vehicle routing models will be presented for a third party company that provides MF services. In the proposed problem variant, the MF provider company receives routing plans of multiple customer companies and has to design routes for a fleet of capacitated MFs that have to synchronise their routes with the running vehicles to deliver the required amount of fuel on-the-fly. This presentation will discuss and compare several mathematical models based on different business models and collaborative logistics scenarios

Systematic Approaches for Telemedicine and Data Coordination for COVID-19 in Baja California, Mexico

Conference proceedings info: ICICT 2023: 2023 The 6th International Conference on Information and Computer Technologies Raleigh, HI, United States, March 24-26, 2023 Pages 529-542We provide a model for systematic implementation of telemedicine within a large evaluation center for COVID-19 in the area of Baja California, Mexico. Our model is based on human-centric design factors and cross disciplinary collaborations for scalable data-driven enablement of smartphone, cellular, and video Teleconsul-tation technologies to link hospitals, clinics, and emergency medical services for point-of-care assessments of COVID testing, and for subsequent treatment and quar-antine decisions. A multidisciplinary team was rapidly created, in cooperation with different institutions, including: the Autonomous University of Baja California, the Ministry of Health, the Command, Communication and Computer Control Center of the Ministry of the State of Baja California (C4), Colleges of Medicine, and the College of Psychologists. Our objective is to provide information to the public and to evaluate COVID-19 in real time and to track, regional, municipal, and state-wide data in real time that informs supply chains and resource allocation with the anticipation of a surge in COVID-19 cases. RESUMEN Proporcionamos un modelo para la implementación sistemática de la telemedicina dentro de un gran centro de evaluación de COVID-19 en el área de Baja California, México. Nuestro modelo se basa en factores de diseño centrados en el ser humano y colaboraciones interdisciplinarias para la habilitación escalable basada en datos de tecnologías de teleconsulta de teléfonos inteligentes, celulares y video para vincular hospitales, clínicas y servicios médicos de emergencia para evaluaciones de COVID en el punto de atención. pruebas, y para el tratamiento posterior y decisiones de cuarentena. Rápidamente se creó un equipo multidisciplinario, en cooperación con diferentes instituciones, entre ellas: la Universidad Autónoma de Baja California, la Secretaría de Salud, el Centro de Comando, Comunicaciones y Control Informático. de la Secretaría del Estado de Baja California (C4), Facultades de Medicina y Colegio de Psicólogos. Nuestro objetivo es proporcionar información al público y evaluar COVID-19 en tiempo real y rastrear datos regionales, municipales y estatales en tiempo real que informan las cadenas de suministro y la asignación de recursos con la anticipación de un aumento de COVID-19. 19 casos.ICICT 2023: 2023 The 6th International Conference on Information and Computer Technologieshttps://doi.org/10.1007/978-981-99-3236-

IRELAND AND LATIN AMERICA: A CULTURAL HISTORY

According to Declan Kiberd, “postcolonial writing does not begin only when the occupier withdraws: rather it is initiated at that very moment when a native writer formulates a text committed to cultural resistance.” The Irish in Latin America – a continent emerging from indigenous cultures, colonisation, and migrations – may be regarded as colonised in Ireland and as colonisers in their new home. They are a counterexample to the standard pattern of identities in the major English-speaking destinations of the Irish Diaspora. Using literary sources, the press, correspondence, music, sports, and other cultural representations, in this thesis I search the attitudes and shared values signifying identities among the immigrants and their families. Their fragmentary and wide-ranging cultures provide a rich context to study the protean process of adaptation to, or rejection of, the new countries. Evolving from oppressed to oppressors, the Irish in Latin America swiftly became ingleses. Subsequently, in order to join the local middle classes they became vaqueros, llaneros, huasos, and gauchos so they could show signs of their effective integration to the native culture, as seen by the Latin American elites. Eventually, some Irish groups separated from the English mainstream culture and shaped their own community negotiating among Irishness, Englishness, and local identities in Brazil, Uruguay, Peru, Cuba, and other places in the region. These identities were not only unmoored in the emigrants’ minds but also manoeuvred by the political needs of community and religious leaders. After reviewing the major steps and patterns of Irish migration to Latin America, the thesis analyses texts from selected works, offers a version of how the settlers became Latin Americans or not, and elucidates the processes by which a new Irish-Latin American hybrid was created.This research is about the cultural representations of Irish settlers in Latin America and the Caribbean. 1 Literary, archival, and critical sources were studied seeking to identify shared values and attitudes among the Irish and their families in Latin America. The diversity of cultures has been considered, not only in Ireland and Latin America, but also among different social groups of Irish emigrants, as well as in the diverse receiving societies. This thesis is based on my examination of Irish-Latin American literature and cultural representations, and draws on research conducted in Irish Studies and Latin American Studies. The case of the Irish in Latin America is worth studying for three main reasons. Common to other human displacements, the migrants were the point of contact between different cultures, languages, and sets of values. They came from a colonised territory – in the heart of the British Empire – but when they arrived in a space perceived as empty and wild, scarcely populated by peoples who were ethnically and culturally different from their previous English masters, the Irish became colonisers and occasionally oppressors themselves. And third, through generations the Irish settlers and their families experienced a distinctive process of identification, by which they became English, then Latin Americans, and, eventually, Irish