Cognos COG-135 : IBM Cognos 8 BI OLAP Developer Exam
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Exam Number : COG-135
Exam Name : IBM Cognos 8 BI OLAP Developer
Vendor Name : Cognos
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groups profit ‘next stage AI’ with the aid of Merging capabilities Graphs with Graph Neural Networks
LAFAYETTE, Calif., October 25, 2021--(enterprise WIRE)--Franz Inc., an early innovator in synthetic Intelligence (AI) and leading corporation of Graph Database expertise for Entity-experience potential Graph options, these days announced AllegroGraph 7.2, which gives businesses with basic records cloth tools, including Graph Neural Networks, Graph Virtualization, Apache Spark graph analytics, and streaming graph pipelines. These new capabilities exemplify AllegroGraph’s leadership in empowering data analytics gurus to derive company price out of abilities Graphs.
"The capability to create Graph Neural Networks within the AllegroGraph platform opens up the next degree of AI to information analytics authorities with the capacity to provide the optimum prescriptive results," mentioned Dr. Jans Aasman, CEO of Franz Inc. "GNNs are perfect for applying computer gaining knowledge of’s advanced demo awareness to excessive-dimensional, non-Euclidian datasets that are too complicated for other desktop studying types. agencies get two styles of reasoning in a single framework by way of fusing GNN reasoning capabilities round relationship predictions, entity classifications, and graph clustering, with classic semantic inferencing accessible in AllegroGraph competencies Graphs. immediately mixing and matching these two styles of reasoning is next degree AI and is the basis for predicting the most fulfilling prescriptive outcomes for any company adventure according to context at scale."
Graph Neural Networks
With AllegroGraph 7.2, users can create Graph Neural Networks (GNNs) and take talents of a mature AI method for advantage Graph enrichment by means of text processing for information classification, question and reply, search outcome company, adventure prediction, and extra. GNNs created in AllegroGraph enhance neural network methods with the aid of processing the graph records through rounds of message passing, as such, the nodes recognize greater about their personal aspects as well as neighbor nodes. This creates an even greater correct illustration of the whole graph network. AllegroGraph GNNs strengthen text classification and relationship extraction for enhancing commercial enterprise-wide information fabrics.
Gartner defines facts material as a design thought that serves as an integrated layer (fabric) of facts and connecting strategies. "The emerging design concept called 'information cloth' can also be a robust answer to ever-current records administration challenges, such as the excessive-can charge and low-price information integration cycles, normal maintenance of past integrations, the rising demand for actual-time and experience-driven statistics sharing and greater," noted Mark Beyer, amazing VP Analyst at Gartner. (supply: Gartner, facts fabric structure is essential to Modernizing data management and Integration, may also eleven, 2021)
"firms have mounds of statistics unfold over many sorts of statistics sources – from relational and NoSQL databases to CRM methods, cloud functions, e-mail and file-sharing apps," noted Dr. Aasman. "but if businesses wish to maximize the business price of their enterprise data, all of the data must be purchasable to abilities Graphs and related to the statistics textile. the new digital graph capabilities in AllegroGraph show off their commitment to proceed to supply amazing competencies Graphs solutions that power the commercial enterprise data cloth."
AllegroGraph 7.2 allows clients to without problems virtualize facts as a part of their AllegroGraph skills Graph answer. When graphs are virtual, the data remains in the supply equipment and is conveniently linked and queried with other statistics stored without delay in AllegroGraph.
Any information supply with a supported JDBC driver may also be integrated into an AllegroGraph potential Graph, together with Databases (i.e. Apache Cassandra, AWS Athena, Microsoft SQL Server, MongoDB, MySQL, Oracle Database); BI equipment (i.e. IBM Cognos, Microsoft PowerBI, RapidMiner, Tableau); CRM systems (i.e. Dynamics CRM, Netsuite, Salesforce, SugarCRM); Cloud functions (i.e. energetic directory, AWS management, fb, Marketo, Microsoft groups, SAP, ServiceNow) and Shared statistics information (i.e. field, Gmail, Google power, Office365).
Streaming Graph Pipelines using Kafka
agencies that need real-time experiences are starting to undertake streaming pipelines to provide insights that adapt to new records in precise-time in preference to processing data in batches. AllegroGraph is regularly used as an Entity event potential Graph platform in distinct settings similar to call facilities, hospitals, coverage corporations, aviation organizations and economic enterprises.
AllegroGraph 7.2 may also be used seamlessly with Apache Kafka, an open-supply dispensed adventure streaming platform for high-efficiency statistics pipelines, streaming analytics, information integration and mission-essential purposes. by means of coupling AllegroGraph with Apache Kafka, users can create a real-time choice engine that produces actual-time adventure streams in response to computations that set off selected movements. AllegroGraph accepts incoming events, executes speedy queries and analytics on the brand new information after which stores pursuits and consequences.
Graph Analytics with Apache Spark
AllegroGraph 7.2 allows for clients to export facts out of the competencies Graph after which function graph analytics with Apache Spark, one of the crucial customary platforms for huge-scale facts processing. clients instantly profit machine gaining knowledge of and SQL database solutions as well as GraphX and GraphFrames, two frameworks for working graph compute operations on information.
A key advantage of the usage of Apache Spark for graph analytics inside AllegroGraph is that it's built on good of Hadoop MapReduce and extends the MapReduce model to efficiently use extra forms of computations. users can access interfaces (together with interactive shells) for programming complete clusters with implicit information parallelism and fault-tolerance.
Availability of AllegroGraph 7.2
AllegroGraph 7.2 is automatically available without delay from Franz Inc. For greater information, discuss with the AllegroGraph quick start web page for cloud and download alternatives.
AllegroGraph in Use
"We tried to modernize their product tracking system with 3rd party application solutions and in-house relational database functions, but devoid of success as a result of relational databases lack the potential to mannequin complicated relationships," mentioned Mel Yuson, Director commercial enterprise architecture, Essilor AMERA, a multinational ophthalmic optics business and the area chief in the design, manufacture and distribution of lenses to appropriate or protect eyesight. "We essential the freedom of a schemaless graph database, like Franz’s AllegroGraph, which uniquely gives us the pliability to adapt their data mannequin and seamlessly add new applications to tackle speedy growth and altering needs at Essilor."
"We developed and deployed to construction their first AllegroGraph based mostly software in precisely a couple of months after engaging Franz," introduced Yuson. "We found AllegroGraph’s W3C commonplace SPARQL query language is a good deal less difficult to use than SQL but most significantly, AllegroGraph is a very reliable and enormously scalable platform with its Multi-grasp Replication cluster function. today, they installation several AllegroGraph servers within the cloud, which easily tackle 100,000 concurrent queries per minute at peak hours."
"AllegroGraph’s support of Entity-event records Modeling is the most welcome innovation and addition to their arsenal in reimagining healthcare and enforcing Precision medication," pointed out Dr. Parsa Mirhaji, Director of core for health information improvements on the Albert Einstein college of medicine and Montefiore health equipment, big apple. "Precision medicine is ready moving away from statistical averages and wide-primarily based patterns. It is ready connecting many dots, from different contexts and during time, to help precision analysis and to advocate the precision care that can keep in mind all the delicate changes and nuisances of people and their personal experiences right through their existence. This know-how is ready saving lives, through leveraging statistics, context and analytics and is what Franz’s Entity-event facts Modeling brings to the table."
In September 2021, AllegroGraph became diagnosed by means of KMWorld as a vogue environment Product for 2021. This annual award acknowledges leaders in AI, herbal language processing, machine getting to know, knowledge graphs, blockchain, and low- and no-code construction, business courses which can be shaping the capabilities of products and services for 2021 and past.
Franz Inc. was additionally chosen as some of the big statistics 50: groups driving Innovation. This Database trends and applications (DBTA) award is given to businesses delivering statistics-driven insights via increasing what is viable in terms of amassing, storing, and extracting price from information.
KM World join
Dr. Jans Aasman, CEO, Franz Inc., can be presenting a talk at KM World join titled, Graph Neural Networks for text Classification and Relation Extraction on November 17, 2021 at 9:00am ET. that you may Register for the convention here.
About Franz Inc.
Franz Inc. is an early innovator in artificial Intelligence (AI) and main enterprise of Graph Database know-how with skilled expertise in developing and deploying abilities Graph solutions. The basis for competencies Graphs and AI lies within the sides of semantic know-how offered via AllegroGraph and Allegro CL. AllegroGraph is a graph based platform that allows for groups to extract sophisticated determination insights and predictive analytics from enormously complex, disbursed data that can not be uncovered with typical databases. unlike ordinary relational databases or different NoSQL databases, AllegroGraph employs semantic graph technologies that process information with contextual and conceptual intelligence. AllegroGraph is in a position to run queries of unheard of complexity to help predictive analytics that assist corporations make more advised, actual-time choices. AllegroGraph is utilized by using dozens of the properly Fortune 500 agencies international.
To learn greater about Franz and AllegroGraph, go to franz.com.
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Craig NorvellFranz Inc.email@example.com+1-510-452-2000