Covering Scientific & Technical AI | Friday, July 3, 2026
Facebook is rolling out a "deep-learning based text understanding engine" that leverages neural network architectures and promises to challenge the Google search engine by bringing "near-human accuracy" to the process of sorting through the daily flood of social media posts on its web site. Facebook's (NASDAQ: FB) AI initiative called Deep Text announced in a ... Full article
The Industrial Internet of Things (IIoT) offers exciting possibilities for transforming industrial automation. Having the ability to capture data at the industrial edge—from the manufacturing shop floor to natural gas compression stations in the field—offers the ability to leverage Big Data analytics to optimize operations, streamline efficiency and generate insights that increase profitability and competitive ... Full article
Ladies and gentlemen, start your clusters. A new data analytics and machine learning benchmark has been released by the Transaction Processing Performance Council (TPC) measuring real-world performance of Hadoop-based systems, including MapReduce, Apache Hive, and Apache Spark Machine Learning Library (MLlib). Called the TPCx-BB benchmark and downloadable at the TPC site, it executes queries frequently ... Full article
The expanding application container and micro-services infrastructure got another boost this week with the introduction of a new set of tools for managing distributed software used to orchestrate micro-services. Meanwhile, one of those software developers, CoreOS, announced a new open source distributed storage system designed to provide scalable storage to clusters orchestrated by the Kubernetes ... Full article
The global server market continued to slow during the first quarter of 2016 as revenues declined while shipments rose only modestly, indicating that average selling prices continue to slip. Meanwhile, hyper-scale datacenter deployments continue to spur modest increases in server shipments. Market tracker Gartner Inc. (NYSE: IT) reported on Thursday (June 2) that worldwide server ... Full article
IBM announced additions today to the infrastructure layer of its high performance data analytics software portfolio, including “cognitive features,” such as scheduling and resource management, and capabilities aimed at easing adoption of Spark. The new software-defined infrastructure products – in which the data center is managed, provisioned and automated by software regardless of compute, storage ... Full article
When it comes to the Internet of Things (IoT) there is one thing we can be sure of – the number of online products and consumer goods will increase exponentially as 2016 continues. According to Gartner Inc. forecasts, the number of new ‘things’ which will get connected every day in 2016 is 5.5 million – ... Full article
The Mesosphere, the datacenter operating system ecosystem formed by the company of the same name, continues to expand with the addition of a scheduler designed to determine whether workloads run best on-premise or in the cloud along with new application container management software. Vapor IO and Rancher Labs both announced Wednesday (June 1) they would ... Full article
Mellanox today introduced the BlueField family of programmable processors, the first product technology based on its $811 million acquisition of fellow Iraeli high-tech company EZchip. The fact that the product announcement is taking place just three months after the completion of the purchase speaks to the strong synergies between EZchip and Mellanox, said Bob Doud, ... Full article
The importance of data storage and the ability to scale storage resources has only grown as use cases and reliable estimates begin to roll in concerning the amount of sensor and other data points to be generated by various Internet of Things (IoT) deployments. For instance, a geared turbo fan engine being developed by Pratt ... Full article
Overcoming one of the most vexing technical problems hampering performance in the data center - “cache incoherence,” the inability of different devices (CPUs, GPUs, FPGAs) to work together without copying data back and forth – is the target of a joint effort bringing together several major technology companies. Aligned to develop the Cache Coherence Interconnect ... Full article
In breaking the news of a massive layoff last month, Intel CEO Brian Krzanich stated that the company is transforming itself from a PC and server company to one that “powers the cloud and billions of smart, connected computing devices.” One of the devices Intel wants to connect and make smarter is the automobile itself. ... Full article
A new undersea fiber cable with an initial estimated capacity of 160 terabits per second announced this week by Facebook and Microsoft is billed as the first to connect the U.S. with southern Europe as demand for high-speed connections to cloud and online services soars. The partners said this week they would begin construction of ... Full article
Sifting through the avalanche of life sciences (LS) data for insight is an interesting and important challenge. Many approaches are used with varying degrees of success. Recently, improved hardware – primarily GPU-based – and better neural networking schemes are bringing deep learning to the fore. Two recent papers report that the use of deep neural ... Full article
Salesforce, the customer relationship management leader, said it would expand its use of Amazon Web Services to deliver core cloud services as it extends its global infrastructure. The partners announced on Wednesday (May 25) that Salesforce (NYSE: CRM) has designated AWS ((NASDAQ:AMZN) as its "preferred public cloud infrastructure provider," a move analysts noted is unusual ... Full article
Cisco Systems moved to scale its enterprise-networking strategy into a subscription model this week via its Meraki cloud-managed communications platform. Along with its entry into the voice communications market, the networking giant (NASDAQ: CSCO) unveiled an expanded cloud portfolio along with Ethernet and fiber switches as it seeks to help enterprise customers manage devices, switching ... Full article
HPE (NYSE: HPE) continues its development into an entity of still-evolving form with the announced spin-off of its enterprise services unit, which will be merged with CSC, in what the two companies expect to be a $26 billion “pure-play” IT services organization. The move is in keeping with the recent history of the iconic Silicon ... Full article
Looking to expand the market for its server and hyper-converged infrastructure offerings, Lenovo and virtualization and storage integration partner Nutanix rolled out a new series of appliances this week aimed at small to medium-sized enterprises. Lenovo (HKSE: 992) said Tuesday (May 24) its hyper-converged platform, dubbed the HX2000 series, incorporates the Nutanix Xpress software package ... Full article
Cray (NASDAQ: CRAY) continued its courtship of the advanced scale enterprise market with today's launch of the Urika-GX, a system that integrates Cray supercomputing technologies with an agile big data platform designed to run multiple analytics workloads concurrently. While Cray has pre-installed analytics software in previous systems, the new system takes pre-configuration to a new ... Full article
As more organizations adopt a Continuous Integration/Continuous Delivery approach, in which software is developed in shorter cycles and deployed into production at higher velocity, they need a new breed of tools that run at cloud scale and can be seamlessly integrated with a host of DevOps tools across the entire pipeline. To help achieve this ... Full article