Monitoring Data Integrity in Big Data Analytics Services

Enabled by advances in Cloud technologies, Big Data Analytics Services (BDAS) can improve many processes and identify extra information from previously untapped data sources. As our experience with BDAS and its benefits grows and technology for obtaining even more data improves, BDAS becomes ever more important for many different domains and for our daily lives. Most efforts in improving BDAS technologies have focused on scaling and efficiency issues. However, an equally important property is that of security, especially as we increasingly use public Cloud infrastructures instead of private ones. In this paper we present our approach for strengthening BDAS security by modifying the popular Spark infrastructure so as to monitor at run-time the integrity of data manipulated. In this way, we can ensure that the results obtained by the complex and resource-intensive computations performed on the Cloud are based on correct data and not data that have been tampered with or modified through faults in one of the many and complex subsystems of the overall system

Runtime monitoring of security SLAs for big data pipelines: design implementation and evaluation of a framework for monitoring security SLAs in big data pipelines with the assistance of run-time code instrumentation

The Big Data processing ecosystem has been constantly growing in recent years. This has been significantly reinforced by the advent of cloud computing platforms where Big Data analytics can be offered on an as-a-service basis. The ease with which users can leverage the capabilities of Big Data processing frameworks in the cloud has made them a popular solution with low up-front expenditure and a flexible deployment model. In spite of their cost benefits and flexibility of use, Big Data services in cloud platforms present us with an array of new challenges compared to traditional web services especially in the domain of data security and privacy. Their distributed nature makes them more dynamic with regards to deployment and execution but at the same time it exacerbates challenges related to data and operation security since both data and operations are shared across multiple nodes. Inevitably, distributing data and operations on multiple nodes leads to an increase in the attack surface. Given the need for systems that react fast and produce results as quickly as possible, more emphasis has been placed on performance and less so on security. Having said that, as the use of cloud computing is becoming more widespread, concerns with regards to non-functional properties such as data security are becoming more pronounced for the users. Runtime security monitoring is a mechanism that can be employed to alleviate some of the issues that emerge with respect to the activity of security monitoring for Big Data analytics services that are outsourced in the cloud. In this thesis we make the case for a monitoring framework where monitoring events are collected and evaluated against a set of monitoring rules that describe monitorable security properties of the system. The framework that we put forward can be used to assess the level of security of Big Data analytics pipelines at runtime. For our proof of concept we examine three security properties namely the service response time, the location of execution of service operations and the integrity of the intermediate data produced during the service execution

Knowledge ‘Translation’ as Social Learning: Negotiating the Uptake of Research-Based Knowledge in Practice

BACKGROUND: Knowledge translation and evidence-based practice have relied on research derived from clinical trials, which are considered to be methodologically rigorous. The result is practice recommendations based on a narrow view of evidence. We discuss how, within a practice environment, in fact individuals adopt and apply new evidence derived from multiple sources through ongoing, iterative learning cycles. DISCUSSION: The discussion is presented in four sections. After elaborating on the multiple forms of evidence used in practice, in section 2 we argue that the practitioner derives contextualized knowledge through reflective practice. Then, in section 3, the focus shifts from the individual to the team with consideration of social learning and theories of practice. In section 4 we discuss the implications of integrative and negotiated knowledge exchange and generation within the practice environment. Namely, how can we promote the use of research within a team-based, contextualized knowledge environment? We suggest support for: 1) collaborative learning environments for active learning and reflection, 2) engaged scholarship approaches so that practice can inform research in a collaborative manner and 3) leveraging authoritative opinion leaders for their clinical expertise during the shared negotiation of knowledge and research. Our approach also points to implications for studying evidence-informed practice: the identification of practice change (as an outcome) ought to be supplemented with understandings of how and when social negotiation processes occur to achieve integrated knowledge. SUMMARY: This article discusses practice knowledge as dependent on the practice context and on social learning processes, and suggests how research knowledge uptake might be supported from this vantage point

Leguminous seeds powder diet reduces the survival and development of the khapra beetle, trogoderma granarium everts (Coleoptera: Dermestidae)

Chemical storage pest control is interlinked with many challenges such as environmental pollution and toxicity to humans and animals. Alternative tools are thus being increasingly researched and applied to supplement and/or substitute old-fashioned chemical means. Entomotoxic proteins, such as the lectins of leguminous seeds, have been shown to be effective alternative control agents against many serious insect pests. The objective of this work was to evaluate the effect of the flour of three leguminous seeds, Phaseolus vulgaris L. (Fabaceae) (the common bean), Vicia faba L. (Fabaceae) (the broad bean) and Glycine max L. (Fabaceae) (the soya bean), against 4th instar larvae of Trogoderma granarium Everts (Coleoptera: Curculionidae). The flours were tested at different concentrations. They all demonstrated significant effects on larval mortality, as well as they all induced a decrease in the number of larvae reaching the pupal stage. The flours of P. vulgaris and V. faba were highly insecticidal against T. granarium larvae, especially at the highest concentrations (86.7% for PV100 and 90% for VF100). Our results enrich previous findings on the entomotoxic effect of leguminous plant lectins and highlight P. vulgaris and V. faba lectins as potential alternative control agents against T. granarium. © 2020 by the authors. Licensee MDPI, Basel, Switzerland

Larvicidal action of cannabidiol oil and neem oil against three stored product insect pests: Effect on survival time and in progeny

Stored product pests can be detrimental to agricultural produce. As much as chemical pesticides are effective control agents, they involve several environmental and health risks. Within the framework of studies on alternative pest management methods, interest has focused on a plethora of plants whose extracts have demonstrated promising action as insecticides. Azadirachta indica and the derived neem oil have been extensively tested against many harmful insect species. In contrast, Cannabis sativa L. and its main compound, CBD, a highly concentrated cannabinoid, have not been investigated much. The present study examined the potential insecticidal activity of CBD and neem oils against 4th instar larvae of Tribolium confusum, Oryzaephilus surinamensis and Plodia interpunctella on wheat, rice and corn seeds. Treatment efficacy was expressed in terms of larval mortality. Mortality was observed in relation to dosage, time exposure intervals and product types. The results showed clear pesticidal activity for both oils, which at high doses induced significant mortality. The treatments produced significantly fewer offspring in the insect species tested than the control. The efficacy of treatment in progeny suppression was, as expected, dose dependent. © 2020 by the authors. Licensee MDPI, Basel, Switzerland

Combined toxicity of cannabidiol oil with three bio-pesticides against adults of sitophilus zeamais, rhyzopertha dominica, prostephanus truncatus and trogoderma granarium

The present study investigates the interaction between cannabidiol (CBD) oil and three biopesticides: Azatin and two baculovirus formulations (Madex and Helicovex), both separately and in combination, in order to investigate their interaction against adults of four major coleopteran stored-product pests: Sitophilus zeamais (Coleoptera: Curculionidae), Rhyzopertha dominica (Coleoptera: Bostrichidae), Prostephanus truncatus (Coleoptera: Bostrichidae) and Trogoderma granarium (Coleoptera: Dermestidae). CBD, which has been understudied for its insecticidal properties, was applied at three different doses (500, 1500 and 3000 ppm). The biopesticides were administered at 1500 ppm. Interactions in the combined treatments were mathematically estimated as not synergistic and mostly competitive except for the combined treatments of CBD (1500 and 3000 ppm) with Azatin (1500 ppm) which were marked by an additive interaction. In its individual application, CBD oil generated the highest insect mortality while its effect was clearly dose-dependent. The findings reveal a promising effect of CBD oil against these coleopterans which had not been previously tested together. © 2020 by the authors. Licensee MDPI, Basel, Switzerland

The effect of grain type on virulence of entomopathogenic fungi against stored product pests

Fungal virulence is multifaceted and dependent on multiple abiotic factors. The present study represents an investigation of the effect of one such abiotic factor, that of the grain type, on the insecticidal action of three entomopathogenic fungal species, Beauveria bassiana (Balsamo) Vuillemin (Hypocreales: Cordycipitaceae), Metarhizium anisopliae (Metschinkoff) Sorokin (Hypocreales: Clavicipitaceae) and Isaria fumosorosea Wize (Hypocreales: Clavicipitaceae) on larvae of the three very common and destructive stored product pests: the khapra beetle (Trogoderma granarium Everts) (Coleoptera: Dermestidae), the confused flour beetle (Tribolium confusum Jacquelin du Val) (Coleoptera: Tenebrionidae) and the Mediterranean flour moth (Ephestia kuehniella Zeller) (Lepidoptera: Pyralidae). To this end, we selected four different grains, i.e., Triticum aestivum L. (Poales: Poaceae), Oryza sativa L. (Poales: Poaceae), Arachis hypogaea L. (Fabales: Fabaceae) and Vicia faba L. (Fabales: Fabaceae). Bioassays were carried out in the lab, where experimental grains were sprayed with 1 mL of conidial suspension (108 conidia/mL) from each isolate. Mean mortality, median survival time and weight loss of seeds were estimated for each species. Our results suggest that the differences in the efficacy of entomopathogenic fungi were dependent both on the isolates and the grain. The grain type as a factor is equally important to other abiotic factors. © 2020 by the authors

Beauveria bassiana endophytic strain as plant growth promoter: The case of the grape vine vitis vinifera

The common grape vine, Vitis vinifera, is a widely known plant with commercial and pharmacological value. The plant hosts a variety of microorganisms known as endophytes that can live within the tissues of the plant for a considerable time period, or even their whole life cycle. The fungus Beauveria bassiana is a well-studied endophyte which can colonize a variety of plants in many ways and in different parts of the plant. In this study, we examined the effect of the endophytic fungus B. bassiana on the growth of V. vinifera. The results demonstrated not only a successful colonization of the endophyte, but also a noteworthy impact on the growth of the V. vinifera root without harming the plant in any way. The fungus was also re-isolated from the parts of the plant using inst bait method. Overall, the study demonstrates the capability of B. bassiana to colonize V. vinifera plants, adding to the already existing knowledge of its endophytic activity, and highlighting its beneficial impact on the root growth. © 2021 by the authors. Licensee MDPI, Basel, Switzerland

Trapping entomopathogenic fungi from vine terroir soil samples with insect baits for controlling serious pests

Fungi are eukaryotic microorganisms with many forms and certain demands about the soil they colonize, which reveal the conditions that prevail therein. Although they can often kill pests without damaging plants or humans, they are not widely used as pesticides as they are not easy to handle and require much time before they act. Nevertheless, insects can be used as baits to trap these entomopathogenic fungi, giving information about their distribution within the terroir. The purpose of this study was to investigate the soil distribution of entomopathogenic fungi species in soil samples from two vine soil terroirs. Nine fungi were identified in total, but M. anisopliae and B. bassiana showed the greatest frequency, which was expressed by difference in adult bait mortality among species. These fungi had not been previously documented in vine terroirs. © 2020 by the authors. Licensee MDPI, Basel, Switzerland