Architecture


AI Is Transforming IT Operation Analytics @BigDataExpo #ML #BigData #ArtificialIntelligence

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By helping teams bridge the gap between Big Data and humans, and by capturing human domain knowledge, machine learning is able to provide the necessary operational intelligence to significantly relieve this burden of near real-time, informed decision-making. The other aspect is service desk tools that manage tickets and change management. Humans more often than not bridge this gap between the siloed monitoring tools of yesterday and service desk applications with their domain expertise. What Modern Analytics Can Do Because today's TechOps and DevOps environments are so complex, there is a need to automate, learn and make intelligent, informed decisions based on real-time analysis of Big Data arising out of the entire application infrastructure stack.


SIOS: Essential for Mission-Critical VMware Environments

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As a result, SQL database administrators, VMware infrastructure managers, network managers and perhaps other domain experts have to collaborate to find the real cause and devise a solution. In addition, SIOS iQ users can now more clearly define Microsoft SQL Server application-specific root causes of performance issues by leveraging SQL Sentry Performance Advisor. SQL Server is among the most popular databases that run on the VMware platform, explaining why SIOS leveraged its partnership with SQL Sentry to implement SQL Server-specific performance analysis. The new capabilities from SIOS iQ directly correlate observed performance anomalies with intelligent performance-related events from deep within the SQL Server platform.


Mellanox Announces ConnectX-5, the Next Generation of 100G InfiniBand and Ethernet Smart Interconnect Adapter

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ConnectX-5 introduces smart offloading engines that enable the highest application performance while maximizing data center return on investment. With the exponential growth of data and the increase in businesses that takes advantage of real-time data processing for high performance computing (HPC), data analytics, machine learning, national security and'Internet of Things' applications, the market needs not only the fastest interconnect available, but also interconnect intelligence that can perform data algorithms as the data moves throughout the data center. "The new ConnectX-5 100G adapter further enables high performance, data analytics, deep learning, storage, Web 2.0 and more applications to perform data-related algorithms on the network to achieve the highest system performance and utilization," said Gilad Shainer, vice president, marketing at Mellanox Technologies. "Dell and Mellanox are long-time partners, delivering Dell HPC Systems utilizing Mellanox InfiniBand, including the recently announced one petaflops system at the Center for High Performance Computing in South Africa," said Jim Ganthier, vice president and general manager, Engineered Solutions, HPC and Cloud, Dell.