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a content delivery network ( cdn ) is an important cloud capability that accelerates web and mobile workloads access globally. a cdn is a network of servers and associated networking infrastructure that is spread across the globe and allows access to web and mobile workloads from anywhere. it is configured to prioritiz... | openstax_introduction_to_computer_science_-_web | [
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be scaled and deployed in different environments on the cloud is secret and configuration management. different environments will require different configurations and secret details, such as database access or language settings. the best practice to handle complex environmental configurations and secrets is using a glo... | openstax_introduction_to_computer_science_-_web | [
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13. 2 β’ big cloud iaas mainstream capabilities 771 figure 13. 6 this picture provides an example of a simple monitoring dashboard on azure cloud service. ( used with permission from microsoft ) container management services in recent years, container management services, which encapsulate an application with the necess... | openstax_introduction_to_computer_science_-_web | [
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an application. the image is mostly up - to - date with secure patches and packages that allow the user to update their application with the latest security update. β’ the kubernetes environment, or kubernetes ( k8s ) service, which is the most popular container orchestration system. this is a managed service that is us... | openstax_introduction_to_computer_science_-_web | [
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vms provide better security. while there β s a lot to consider when deciding on containers versus vms, both technologies offer important benefits, providing organizations with critical resources for deployment. database management services today, database or any data management system is the heart of any application. h... | openstax_introduction_to_computer_science_-_web | [
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13. 2 β’ big cloud iaas mainstream capabilities 773 β’ a relational database service ( rds ), in which the relationship between data is strictly managed. the data can be managed under a predefined data schema. this is the most common type of database that most developers are familiar with. some popular examples of this t... | openstax_introduction_to_computer_science_-_web | [
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13. 3 big cloud paas mainstream capabilities learning objectives by the end of this section, you will be able to : β’ learn how to use internet of things cloud paas services β’ learn how to use shallow and deep machine learning cloud paas services β’ learn how to use blockchain cloud paas services β’ understand paas servic... | openstax_introduction_to_computer_science_-_web | [
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congestion and lowering latency. thanks to 5g, more iot devices can be used simultaneously within the same geographic area. as a result, today β s dynamic information networks consist of interconnected sensors, actuators, mobile phones, robotics, and smart devices. iot network traffic falls broadly into two categories ... | openstax_introduction_to_computer_science_-_web | [
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not designed for event - based communication. generally, http β s scalability is achieved by loading the server, which puts a heavy load on sensor devices connected to multiple other devices. in addition, http uses high power consumption, making it unsuitable for advanced wireless sensor networks. to understand how iot... | openstax_introduction_to_computer_science_-_web | [
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humidity, as well as a gyroscope, accelerometer, and magnetometer. microsoft also provides an open - source iot device sdk to help build apps on devices. in addition, microsoft β s iot edge and iot hub frameworks can be used to facilitate the operation of iot applications at the edge and the collection and transfer of ... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 775 iot central application templates iot solutions azure services for iot iot and edge device support retail health energy government azure iot central - managed application platform azure iot hub azure iot hub device provisioning service azure digital twins azure time se... | openstax_introduction_to_computer_science_-_web | [
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include big data analytics frameworks, machine learning libraries, and analytics machine learning tools. big data analytics frameworks various cloud vendors, including amazon, cloudera, dell, oracle, ibm, and microsoft, offer an implementation 776 13 β’ hybrid multicloud digital solutions development access for free at ... | openstax_introduction_to_computer_science_-_web | [
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api to specify dataframes, transformers, estimators, and a high - level api for creating ml pipelines. graphx is a spark component that implements programming abstractions based on the rdd abstraction. graphx comes with a set of fundamental operators and algorithms to work with graphs and simplify graph analytics tasks... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 777 customized machine learning as an on - demand service. figure 13. 11 azure ml is based on a drag - and - drop component composition model that enables you to build a solution to a machine learning problem. ( used with permission from microsoft ) this is another example... | openstax_introduction_to_computer_science_-_web | [
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- based tools for real - time analysis of streaming data from kinesis data streams or firehose. kinesis data streams provides ordered, replayable, 778 13 β’ hybrid multicloud digital solutions development access for free at openstax. org real - time streaming data. various open - source frameworks, such as kafka, storm,... | openstax_introduction_to_computer_science_-_web | [
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, as explained in the previous subsections. deep learning ( dl ) is another technique that leverages artificial neural networks ( e. g., rnns, cnns, gans ) to create models that perform predictive tasks requiring special training and the ability to relate to a vast combination of labels / patterns ( e. g., image recogn... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 779 models ( llms ) and / or foundation models ( fms ). llms are typically tuned toward specific conversational applications and require more parameters and data - intensive training. foundation models ( fms ) are more general - purpose than llms and less data - intensive.... | openstax_introduction_to_computer_science_-_web | [
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their dependencies conflicting. the full list of supported frameworks by amazon deep learning ami with conda includes pytorch, tensorflow 2, and apache mxnet ( now retired but can still be accessed and used ). starting with the v18 release, amazon deep learning ami with conda no longer includes the cntk, caffe, caffe2,... | openstax_introduction_to_computer_science_-_web | [
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and comparisons and can identify inappropriate content that appears in images. β’ microsoft azure deep learning services : azure data science vms ( dsvms ). azure dsvms are azure virtual machine images, preinstalled, configured, and tested with several popular tools that are commonly used for data analytics, machine lea... | openstax_introduction_to_computer_science_-_web | [
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instances with gpus to accelerate data processing tasks. ml frameworks supported include tensorflow and pytorch. google machine learning apis. google provides various apis to services that can be used to build applications that support natural methods of communication, including cloud vision to understand the content o... | openstax_introduction_to_computer_science_-_web | [
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. β’ other genai services. in addition to the genai services and tools mentioned here, many other vendors focus on the creation of llms, slms, and fms. here are a few of them : openai β s chatgpt meta llama anthropic claude mistral ai ml toolkits performance ml toolkits can be used for various tasks, such as scaling a c... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 781 blockchain services blockchains use a distributed ledger system to store data and transactions in an open - source database that enables you to build applications that allow multiple parties to securely and transparently run transactions and share data without using a ... | openstax_introduction_to_computer_science_-_web | [
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be used to develop and test contracts before deploying them on the ethereum platform. web3 apis are available for various programming languages, such as javascript, python, haskell, java, scala, and purescript, to facilitate the creation of applications that interact directly with the blockchain 2. 0 platform. using pa... | openstax_introduction_to_computer_science_-_web | [
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development access for free at openstax. org figure 13. 12 this graphic shows aws blockchain templates, which are used to configure and launch aws cloudformation stacks to create blockchain networks. ( attribution : copyright rice university, openstax, under cc by 4. 0 license ) amazon managed blockchain is a fully man... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 783 when creating a managed blockchain network, the creator chooses the blockchain framework and the edition of amazon managed blockchain to use, and this determines the capacity and capabilities of the network as a whole. the creator also must create the first managed blo... | openstax_introduction_to_computer_science_-_web | [
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to - use interface : β’ automated deployment of fabric β’ creation of custom governance policies β’ initial development β’ deployment of the application into production, including the creation of channels and deployment of chaincode β’ inviting new members into the network and managing identity credentials over time linuxon... | openstax_introduction_to_computer_science_-_web | [
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development access for free at openstax. org manage cloud applications. glusterfs is a scalable network file system suitable for data - intensive tasks such as cloud storage and media streaming. it aggregates various storage servers into one large parallel network file system. ibm secure service container ( ssc ) provi... | openstax_introduction_to_computer_science_-_web | [
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fabric project from the linux foundation, and it extends the open - source version of hyperledger fabric. preassembled paas, oracle β s blockchain platform, includes all the dependencies required to support a blockchain network such as compute, storage, containers, identity services, event services, and management serv... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 785 enabling developers to provision fully managed ethereum nodes with secure blockchain access. with blockchain, google β s focus is on cryptocurrency and blockchain analytics tools that provide deep blockchain transaction history data sets and deeper sets of queries that... | openstax_introduction_to_computer_science_-_web | [
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form of xr. xr encompasses both virtual and real environments and often integrates cloud services like iot, ml, and blockchain. three components are needed to make an xr system functional : a head - mounted display, a tracking system to recognize and follow physical objects, and mobile computing power. today, xr is ena... | openstax_introduction_to_computer_science_-_web | [
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as xr applications running on base stations to facilitate deployment to or integration with various devices including 3 - d head mounted displays ( e. g., microsoft hololens, apple vision pro, meta quest ), trackers ( e. g., body, hand, object, eye ), haptic devices, and cloud / 5g infrastructure. xr applications provi... | openstax_introduction_to_computer_science_-_web | [
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projects to run on the emulator because the apps do not recognize that they are not running on a real hololens. users can join the hololens developer program, and learn to develop and deploy their own 3 - d models. alternative development environments for hololens include unreal engine and buildwagon. buildwagon provid... | openstax_introduction_to_computer_science_-_web | [
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solutions. as an example, you can simply go to azure. portal. com and type β data science virtual machine β in the search bar. you will then be provided with a choice of linux or windows vms that come fully packed with all the framework and related apis needed to implement the service. microsoft azure provides iot edge... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 787 β’ azure storage services may be used to store 3 - d models. β’ azure remote rendering ( arr ) is a service that lets you render highly complex 3 - d models in real - time and stream them to a device. arr is generally available and can be added to your unity or native c ... | openstax_introduction_to_computer_science_-_web | [
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and animals into the world you see. live view in google maps changes how the world looks to add directions and other information. ar stickers let you drop objects into photos taken with a google pixel camera. google makes it possible for developers to develop ar applications using its arcore geospatial api. google also... | openstax_introduction_to_computer_science_-_web | [
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experience through videos recorded with 360 or 3 - d cameras. through youtube vr, users can experience things such as skydiving, snowmobiling, and a hot air balloon ride. to ensure it is vr, look for the compass icon in the upper left of a video. 788 13 β’ hybrid multicloud digital solutions development access for free ... | openstax_introduction_to_computer_science_-_web | [
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and performance capabilities, so they are able to change their form or function after fabrication. these objects can be assembled, disassembled, and then reassembled to form macroscale objects of desired shape and multifunctionality. this technology is based on three key capabilities : the machine, the material, and th... | openstax_introduction_to_computer_science_-_web | [
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13. 3 β’ big cloud paas mainstream capabilities 789 and security management paas services and related capabilities. application life cycle management application life cycle management is a tool that guides the software application process from planning until the software is decommissioned and retired. various applicatio... | openstax_introduction_to_computer_science_-_web | [
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13. 4 towards intelligent autonomous networked super systems learning objectives by the end of this section, you will be able to : β’ analyze specific applications of ai through xr technology β’ understand the impact of the development of supersociety capabilities, including nanotechnology, robotics, and supercomputers β’... | openstax_introduction_to_computer_science_-_web | [
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##ncy of traditional web and mobile applications. this has led to a proliferation of social networks that enable efficient access to various types of content and global instant communication and collaboration. in addition, virtualization technology has made it possible to create powerful cloud platforms that facilitate... | openstax_introduction_to_computer_science_-_web | [
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), β’ virtualization tools ( e. g., 3 - d design engines, avatar development ), β’ virtual worlds ( centralized and decentralized ), β’ economic infrastructure ( e. g., payments, crypto wallets, and non - fungible token ( nft ) marketplaces using | openstax_introduction_to_computer_science_-_web | [
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13. 4 β’ towards intelligent autonomous networked super systems 791 nfts with a digital signature that cannot be exchanged or equated to another item ), and β’ experiences ( e. g., gaming, virtual real estate / concerts ). industry applications as of 2024, the online worlds promoted by metaverse proponents are not fully ... | openstax_introduction_to_computer_science_-_web | [
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##iologists to virtually demonstrate complex congenital heart problems to their students and patients. xr techniques reduce the time required to diagnose cardiology issues, and surgeons who use microsoft hololens headsets during procedures can interact with the hologram using hand movements and benefit from a wider fie... | openstax_introduction_to_computer_science_-_web | [
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can help them make more accurate and faster medical decisions, efficiently provide emergency medical aid, and improve patient outcomes. 792 13 β’ hybrid multicloud digital solutions development access for free at openstax. org lastly, xr can help provide remote care to patients with mobility issues. it can also visually... | openstax_introduction_to_computer_science_-_web | [
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alerts people who are blind when rapidly moving objects are headed in their direction. link to learning microsoft offers mixed reality guidance and allows users to try the technology for free to learn how it can improve workplace processes. according to microsoft, mixed reality technology can help solve problems while ... | openstax_introduction_to_computer_science_-_web | [
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13. 4 β’ towards intelligent autonomous networked super systems 793 and inclusion. the process of designing products to be effective, efficient, and satisfying is called usability ; per the world wide web consortium ( w3c ) standards, it also calls for accessibility and inclusion. it subsumes solution qualities ( e. g.,... | openstax_introduction_to_computer_science_-_web | [
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influences human behavior. ( attribution : copyright rice university, openstax, under cc by 4. 0 license ) the focus of hci is to ensure that solutions are usable by humans. usable solutions should be easy to use as well as effective, safe, efficient, and fun for the user. hci also focuses on the creation of methods th... | openstax_introduction_to_computer_science_-_web | [
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. org / r / 76hciguidelines ) are an important tool to ensure that technology is user friendly, as well as efficient and accessible. human computer interaction ( hci ) guidelines for immersive solutions the most important solution development steps in hci are to define the context. this includes the type of uses and ap... | openstax_introduction_to_computer_science_-_web | [
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humans in certain mechanical activities and allowing them to focus on activities that machines are not able to perform on their behalf. the set of supersociety capabilities that are being developed keep evolving with capabilities supported by innovative technology components powered by the hybrid multiclouds that are a... | openstax_introduction_to_computer_science_-_web | [
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13. 4 β’ towards intelligent autonomous networked super systems 795 supersociety capabilities noteworthy supersociety capabilities being developed today include technology at the molecular level, robotics and advanced robotics, supercomputers, and intelligent autonomous networked systems and supersystems. nanotechnology... | openstax_introduction_to_computer_science_-_web | [
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ruler : modification of " the scale of things - nanometers and more " by nist / nist. gov, public domain ; credit top left image : modification of " csiro scienceimage 11085 a scanning electron micrograph of a female dust mite " by matt colloff / wikimedia commons, cc by 3. 0 ; credit top middle image : modification of... | openstax_introduction_to_computer_science_-_web | [
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automate business tasks. other big cloud platforms also provide support for robotics and advanced robotics. software robots software robots, or bots ( e. g., web crawlers, chatbots ), are computer programs that operate autonomously to complete a virtual task. they are not physical robots ; instead, they exist only with... | openstax_introduction_to_computer_science_-_web | [
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independently were introduced during the second world war. following the implementation of artificial intelligence ( ai ) in robotics, they became autonomous or more | openstax_introduction_to_computer_science_-_web | [
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13. 4 β’ towards intelligent autonomous networked super systems 797 intelligent. figure 13. 19 provides a list of components and architecture of modern intelligent robots. figure 13. 19 modern, intelligent robots rely on various components and architecture to function as intended. ( attribution : copyright rice universi... | openstax_introduction_to_computer_science_-_web | [
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and balance dynamically. while atlas can lift and carry objects such as boxes and crates, the robot can also run, jump, and do backflips. link to learning learn more about mobile robots by exploring this website about atlas ( https : / / openstax. org / r / 76atlas ) from boston dynamics. atlas is one of several humano... | openstax_introduction_to_computer_science_-_web | [
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. org / r / 76machinelearn ) built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in commercial products. artificial cognitive systems robots need artificial cognitive systems that simulate human thought processes to supplement human cognition. artifi... | openstax_introduction_to_computer_science_-_web | [
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13. 4 β’ towards intelligent autonomous networked super systems 799 the supercomputers will eventually be available on the big clouds to help optimize the performance and throughput of supersociety applications. ibm already provides quantum compute access plans for its cloud, and intel is building neuromorphic computing... | openstax_introduction_to_computer_science_-_web | [
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learning as information changes and as goals and requirements evolve, resolving ambiguity and tolerating unpredictability β’ interaction with users, allowing users β which may include other processors, devices, and cloud services, as well as people β to define their needs as a cognitive system trainer β’ ability to be it... | openstax_introduction_to_computer_science_-_web | [
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for machine learning and neuroinformatics studies. it uses representation and algorithms to relate the inputs and outputs of artificial neural computers. it also designs hardware neural chips to implement brain - like computers referred to as neuromorphic computers, as illustrated in figure 13. 21. figure 13. 21 as a f... | openstax_introduction_to_computer_science_-_web | [
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. neurons pulse electric signals as input. output is based on the path taken through the network, and it is a highly connected and parallel architecture that uses side - by - side memory and processing while consuming a low amount of power. various neuromorphic computing models have been developed on this type of hardw... | openstax_introduction_to_computer_science_-_web | [
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13. 4 β’ towards intelligent autonomous networked super systems 801 network arrays ( mrdannas ). intel labs developed the loihi 2 neuromorphic chip that is used for research along with an open - source framework known as lava. intel β s goal is to facilitate the adoption of neuromorphic computing. intel labs β second - ... | openstax_introduction_to_computer_science_-_web | [
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4. 0 license ) typical personal computers today calculate 64 bits of data at a time. a quantum computer with 64 qubits would be 264 faster, or about 18 billion times faster. a bit of data is represented by a single atom that is in one of two states, denoted by | 0 > and | 1 >. a single bit of this form is known as a qu... | openstax_introduction_to_computer_science_-_web | [
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free at openstax. org model of computing, meaning that if a problem is difficult for a ptm, it must also be difficult for any other reasonable computing model. for example, factoring is believed to be hard to perform on a turing machine ( or any equivalent model ). we do not know whether there is some novel architectur... | openstax_introduction_to_computer_science_-_web | [
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field. additionally, there are two widely recognized solid - state implementations of qubits : 1. a qubit formed through a superconducting circuit using a josephson junction, which establishes a weak link between two superconductors. a josephson junction consists of two superconductors separated by a very thin insulati... | openstax_introduction_to_computer_science_-_web | [
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13. 4 β’ towards intelligent autonomous networked super systems 803 intelligent autonomous networked systems and supersystems intelligent autonomous networked systems and supersystems leverage the various supersociety technologies discussed so far. however, one of the missing links appears to be the lack of understandin... | openstax_introduction_to_computer_science_-_web | [
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layers of material are laid down under computer control 4 - d printing provides the capability of programming the fundamental materials used in 3 - d printing by creating objects that can change their form or function after fabrication accessibility addresses discriminatory aspects related to equivalent user experience... | openstax_introduction_to_computer_science_-_web | [
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inclusion ensures that diverse communities can make use of solutions regardless of their location, culture, and other differentiating traits, habits, or interests intelligent autonomous networked supersystems ( ians ) intelligent chains of autonomous machines that work together as a system to make decisions and take ac... | openstax_introduction_to_computer_science_-_web | [
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facilitate their control, monitor their sensing abilities, and process related information secret and configuration management stores and manages sensitive information securely, while allowing the application to be scaled and deployed on different environments on the cloud. shallow machine learning type of machine lear... | openstax_introduction_to_computer_science_-_web | [
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13. 1 hybrid multicloud solutions and cloud mashups β’ hybrid cloud solutions provide a way for businesses to transform their infrastructure without putting all their resources and data into the cloud by allowing the coexistence and management between on - premises systems and cloud services. this solution provides a wa... | openstax_introduction_to_computer_science_-_web | [
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13. 2 big cloud iaas mainstream capabilities β’ infrastructure as a service ( iaas ) provides a pay - as - you - go pricing model and allows users to take advantage of cloud servers by virtually managing data and servers for their applications. β’ storage service provides elastic storage services that allow users and app... | openstax_introduction_to_computer_science_-_web | [
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13. 3 big cloud paas mainstream capabilities β’ platform as a service ( paas ) is an option for organizations that need the features in iaas plus a platform to develop, test, and launch applications. β’ iot network traffic falls broadly into two categories β telemetry and telecommand. telemetry aggregates data generated ... | openstax_introduction_to_computer_science_-_web | [
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) supplements the real world with virtual ( computer - generated ) objects that appear to coexist in the same space as the real world. the key distinction between vr and ar is that vr is meant to immerse the user in a virtual environment, while ar introduces virtual elements into the real world. β’ microsoft azure offer... | openstax_introduction_to_computer_science_-_web | [
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13. 4 towards intelligent autonomous networked super systems β’ intelligent autonomous networked supersystems ( ians ) of highly connected ais are becoming the next major development for chained computing, where intelligent chains of autonomous machines work together as a system to make decisions and take actions. β’ the... | openstax_introduction_to_computer_science_-_web | [
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d. mashup cloud 808 13 β’ chapter review access for free at openstax. org 3. usually, what means do organizations use to communicate in the hybrid cloud network? a. cold data backups b. application programming interfaces ( apis ) c. on - premises systems d. centralized control tools 4. which cloud solution allows develo... | openstax_introduction_to_computer_science_-_web | [
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commands across a network to control devices or sensors c. a feature of 5g that enables multiple iot devices to be used simultaneously within the same geographic area d. a category of iot network traffic that aggregates data generated by sensors and devices and sends it to a server 12. what type of machine learning doe... | openstax_introduction_to_computer_science_-_web | [
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##r ) 810 13 β’ chapter review access for free at openstax. org c. quantum computing d. virtual reality ( vr ) 19. what concept focuses on designing products to be effective, efficient, and satisfying? a. inclusion b. cognitive computing c. usability d. accessibility 20. which type of robotics uses principles discovered... | openstax_introduction_to_computer_science_-_web | [
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##chain 2. 0 capable of? 13 β’ chapter review 811 14. explain the differences among virtual reality ( vr ), augmented reality ( ar ), and extended reality ( xr ). 15. what can be done with 4 - d printing that is not possible with 3 - d printing? 16. name at least two application development support capabilities provided... | openstax_introduction_to_computer_science_-_web | [
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are changed. which type of storage service will best meet your needs and how does this storage service manage data? 6. if you have a limited budget and more flexibility in the timing of your tasks, what type of compute service are you likely to use and why? 7. what is one of the most critical issues that organizations ... | openstax_introduction_to_computer_science_-_web | [
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you expect the video game to do, noting which features should be vr, ar, and / or xr. 13. perform research on the internet and document applications of xr / the metaverse that are being applied in industries other than health care. 14. perform research on the internet and document the vendor solutions that are currentl... | openstax_introduction_to_computer_science_-_web | [
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with machine learning using azure ml ; execute and document the following exercise : azure ml sample ( https : / / openstax. org / r / 76axureml ), which uses azure ml to build a document classifier as a web service. download the notebook file ( https : / / openstax. org / r / 76notebook ). β’ get familiar with deep lea... | openstax_introduction_to_computer_science_-_web | [
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to offer employees more flexibility in how they structure their work processes. you hope this will make employment with your business more attractive to highly qualified job seekers. explain how you will use byoc solutions to make your business β approach to work more attractive and entice employees to work for you. 3.... | openstax_introduction_to_computer_science_-_web | [
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tutorial to create and deploy the dapp in ethereum ( off - cloud for now ). b. review and summarize the blockchain offerings and tutorials available on the various big clouds at the following locations : blockchain on microsoft azure cloud ( https : / / openstax. org / r / 76azurecloud ) ( note : microsoft is now worki... | openstax_introduction_to_computer_science_-_web | [
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. follow the ros tutorial ( https : / / openstax. org / r / 76rostutor ) and the coppeliasim β s additional tutorials 814 13 β’ chapter review access for free at openstax. org ( https : / / openstax. org / r / 76coppsimtutor ) in their comprehensive user manual. 9. follow these instructions ( https : / / openstax. org /... | openstax_introduction_to_computer_science_-_web | [
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you will use xr apps to help your students learn carpentry skills. 5. you are designing robots using biomimetic robotics. the robots will be used to assist individuals with mobility issues as they perform gardening tasks, such as watering and weeding flowers. be creative and discuss two animals whose habits you will us... | openstax_introduction_to_computer_science_-_web | [
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miller / u. s. army engineer research and development center, public domain ) chapter outline 14. 1 cyber resources management frameworks 14. 2 cybersecurity deep dive | openstax_introduction_to_computer_science_-_web | [
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14. 3 governing the use of cyber resources introduction the broadscale adoption of cyber resources faces challenges in ensuring underlying solutions β qualities ( e. g., security, performance, reliability ) and responsible use ( e. g., focus on sustainability, ethics, and professionalism ) by current and upcoming gener... | openstax_introduction_to_computer_science_-_web | [
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14. 1 cyber resources management frameworks learning objectives by the end of this section, you will be able to : β’ describe cyber resources quality requirements β’ analyze various frameworks developed over time to manage cyber resources β’ identify specific cyber resources qualities such as cybersecurity β’ explain the g... | openstax_introduction_to_computer_science_-_web | [
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data ( and associated pyramid of knowledge layers ), and infrastructure. for example, the isp policy details how the various infrastructure components are evaluated and outlines how the organization β s information is secured. an isp policy typically includes safety procedures and best performance practices, but it doe... | openstax_introduction_to_computer_science_-_web | [
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detail. the togaf reference model shows the service categories that may apply to an information system. not all architectures will include all of these services. togaf users should select services based on their specific requirements to build an architecture. this framework was created and designed to be customized for... | openstax_introduction_to_computer_science_-_web | [
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cc by 4. 0 license ) | openstax_introduction_to_computer_science_-_web | [
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14. 1 β’ cyber resources management frameworks 819 figure 14. 3 the responsible computing framework helps organizations regulate the use of cyber resources to protect our current and future generations and the planet. ( attribution : copyright rice university, openstax, under cc by 4. 0 license ) responsible computing i... | openstax_introduction_to_computer_science_-_web | [
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, influencing the implementation and evaluation of cyber resource qualities, which significantly 820 14 β’ cyber resources qualities and cyber computing governance access for free at openstax. org affects the information security policy. it specialists must consider all cyber qualities, not just security. best practices... | openstax_introduction_to_computer_science_-_web | [
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like oma rm, omaguide ( omg ), and togaf trm guide these requirements by creating a taxonomy of service qualities. this expands the implementation of the different β ilities β a system can sustain. functional specifications can fall into categories ( table 14. 1 ). categories definitions interoperability the ability fo... | openstax_introduction_to_computer_science_-_web | [
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14. 1 β’ cyber resources management frameworks 821 categories definitions security the ability to ensure safe use of the system reliability the ability of the system to perform as needed ( i. e., without failure ) and to specification adaptability the ability to change or modify the current system to meet the needs of a... | openstax_introduction_to_computer_science_-_web | [
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##2 14 β’ cyber resources qualities and cyber computing governance access for free at openstax. org these quality areas and the categories of β ilities β provide an avenue and direction for cyber resources. measuring cyber resources qualities togaf recommends combining quantitative and qualitative methodologies to measu... | openstax_introduction_to_computer_science_-_web | [
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14. 1 β’ cyber resources management frameworks 823 β’ architecture compliance review to check alignment with enterprise architecture standards and policies β’ architecture maturity assessment to measure maturity level based on a predefined model or framework β’ architecture capability assessment to measure an organization ... | openstax_introduction_to_computer_science_-_web | [
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resource qualities. we have set the stage for web and mobile platforms by emphasizing these qualities in development. the trm β s focus on usability, ease of operation, assurance, security, and adaptability has built a framework for responsible content development. utilizing web - centric server - side coding, we have ... | openstax_introduction_to_computer_science_-_web | [
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ubiquitous in most economic areas of the world. the increase in mobile platforms and the continuous need to be connected pushes the boundaries of cyber quality beyond the original architectural goals of the internet. performance and usability demands drive technology and the internet to adapt and create new mediums eas... | openstax_introduction_to_computer_science_-_web | [
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14. 1 β’ cyber resources management frameworks 825 the system, is not feasible if companies want to interact with the world. several companies, like meta, use a limited functional interface called a walled garden approach, which limits openness and prevents users from accessing a platform. this approach goes against the... | openstax_introduction_to_computer_science_-_web | [
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positions are limited. β’ threat landscape : the rapid growth of web platforms and technology increases security challenges. the use of cloud technology and iot devices introduces new vulnerabilities. companies like microsoft invest heavily in training programs and certifications, particularly for securing azure web pla... | openstax_introduction_to_computer_science_-_web | [
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