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Items Tagged: Machine+Learning

news / Blog

IoT Goes Real-Time, Gets Predictive - Glassbeam Launches Spark-based Machine Learning

In-Memory processing was all the rage at Strata 2014 NY last month, and the hottest word was Spark! Spark is big data scale-out cluster solution that provides a way to speedily analyze large data sets in-memory using a "resilient distributed data" design for fault-tolerance. It can deploy into its own optimized cluster, or ride on top of Hadoop 2.0 using YARN... I haven't done justice to Spark itself and perhaps its biggest onrushing use case - taming the real-time data from from the Internet of Things (IoT)...

  • Premiered: 11/21/14
  • Author: Mike Matchett
Topic(s): Glassbeam Big Data Spark In Memory GridGain Machine Learning
news

Data aware storage yields insights into business info

Storage isn't just a bunch of dumb disks anymore. In fact, storage infrastructure is smarter than ever.

  • Premiered: 05/20/15
  • Author: Mike Matchett
  • Published: TechTarget: Search Data Center
Topic(s): TBA data-aware TBA Storage TBA storage infrastructure TBA Datacenter TBA convergence TBA converged TBA Flash TBA SSD TBA Performance TBA High Performance TBA Metadata TBA Hadoop TBA HDFS TBA object storage TBA Intelligent Storage TBA QoS TBA Oracle TBA Oracle FS1 TBA VMWare TBA VVOL TBA VVOLs TBA VMware VVOLs TBA RAID TBA Hypervisor TBA API TBA Tintri TBA Tarmin TBA GridBank TBA Lucene TBA Solr
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Intro to machine learning algorithms for IT professionals

Machine learning -- supervised and unsupervised -- tracks data patterns that help businesses build improved predictive models and make smarter IT decisions.

  • Premiered: 06/16/15
  • Author: Mike Matchett
  • Published: TechTarget: Search Data Center
Topic(s): TBA Machine Learning TBA analytics TBA Storage TBA Big Data TBA Data Center TBA predictive modeling
news / Blog

Is It Still Artificial Intelligence? Knowm Rolls Out Adaptive Machine Learning Stack

When we want to start computing at biological scales and speeds - evolving today's practical machine learning forward towards long-deferred visions of a more "artificial intelligenceā€ - we'll need to take advantage of new forms of hardware that transcend the strictly digital... Knowm Inc. is pioneering a brilliant new form of computing that leverages the adaptive "learning" properties of memristive technology to not only persist data in fast memory (as others in the industry like HP are researching), but to inherently - and in one operation - calculate serious compute functions that would otherwise require the stored data to be offloaded into CPU's, processed, and written back (taking more time and power).

  • Premiered: 07/08/15
  • Author: Mike Matchett
Topic(s): Knowm Big Data Artificial Intelligence Machine Learning Memristor
news

IT pros get a handle on machine learning and big data

Despite its benefits, machine learning can also go very wrong. Beginners need to understand their input data, project scope and purpose, and the machine learning algorithms at work.

  • Premiered: 07/15/15
  • Author: Mike Matchett
  • Published: TechTarget: Search Data Center
Topic(s): TBA IT TBA Mike Matchett TBA Big Data TBA Machine Learning TBA predictive modeling TBA Optimization TBA scale-out TBA Apache TBA Apache Mahout TBA Apache Madlib TBA High Performance TBA High Performance Computing TBA HPC TBA storage architecture TBA Storage TBA In-Memory TBA Microsoft TBA Microsoft Azure TBA AI TBA Artificial Intelligence
news

Memristor technology brings about an analog revolution

Are we ready for memristor-based artificially intelligent infrastructure in the enterprise data center?

  • Premiered: 09/17/15
  • Author: Mike Matchett
  • Published: TechTarget: Search Data Center
Topic(s): TBA Memristor TBA Data Center TBA Machine Learning TBA Big Data TBA Storage TBA data stream TBA Performance TBA Capacity TBA Compute TBA convergence TBA data processing TBA CPU TBA NAND TBA NVRAM TBA Flash TBA SSD TBA HP TBA Knowm TBA Neural Processing Unit
news / Blog

Google Drives a Stake Into The Human Heart? - AlphaGo Beats Human Go Champion

Google's AlphaGo program has just whipped a top human Go playing champion (Lee Sedol - a 9 Dan ranked pro and winner of many top titles) four games to one in a million dollar match. You might shrug if you are not familiar with the subtleties of playing Go at a champion level, but believe me that this is a significant milestone in Machine Learning. Software has long proven to be able to master games whose moves can be calculated out to the end game with enough computing power (like checkers and chess), but Go is (as of yet) not fully computable due to its board size (19x19) and seemingly "intuitive" beginning and even mid-game move options.

  • Premiered: 03/15/16
  • Author: Mike Matchett
Topic(s): Machine Learning Google Go
news

Perspica Launches Industry-First Incident Replay Time Machine for the Application Stack

Disruptive Solution Provides Past, Present and Predictive Analytics to Deliver Visibility for Mission-Critical Applications

  • Premiered: 04/12/16
  • Author: Taneja Group
  • Published: SYS-CON Media
Topic(s): TBA Perspica TBA Hybrid TBA Hybrid Cloud TBA predictive analytics TBA TechOps TBA DevOps TBA Automation TBA Storage TBA analytics TBA application performance TBA Mike Matchett TBA Big Data TBA scalability TBA Scale TBA Machine Learning TBA predictive intelligence TBA Saas TBA visibility TBA Infrastructure
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CI and disaggregated server tech can converge after all

Converged IT and disaggregated servers are trends that work together. Learn how you can use both to optimize the performance and cost-efficiency of data center infrastructure.

  • Premiered: 04/20/16
  • Author: Mike Matchett
  • Published: TechTarget: Search Data Center
Topic(s): TBA converged TBA convergence TBA Optimization TBA Performance TBA Datacenter TBA Data protection TBA Converged Infrastructure TBA Oracle TBA SAP TBA Cloud TBA Storage TBA Compute TBA hyperconverged TBA hyperconvergence TBA scalability TBA software-defined TBA modularity TBA modular TBA scale-out TBA cluster TBA EMC TBA composability TBA OPEX TBA application performance TBA application performance management TBA Internet of Things TBA IoT TBA Google TBA AlphaGo TBA Big Data
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Big data and IoT benefit from machine learning, AI apocalypse not Imminent

Enterprise gets more from its data and better predictive analytics with capable machine learning, but this AI still isn't good enough at finding meaningful patterns in data.

  • Premiered: 05/19/16
  • Author: Mike Matchett
  • Published: TechTarget: Search IT Operations
Topic(s): TBA Mike Matchett TBA Storage TBA Big Data TBA IoT TBA Internet of Things TBA predictive analytics TBA Machine Learning TBA Artificial Intelligence TBA AI TBA deep learning TBA cloud hosting TBA Cloud TBA Microsoft TBA Twitter TBA Kik TBA GroupMe TBA Google TBA AlphaGo TBA CPU TBA predictive modeling TBA cluster TBA Microsoft Azure TBA Azure TBA AWS TBA Amazon AWS TBA Amazon Web Services TBA Google Cloud Platform
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Delving into neural networks and deep learning

Deep learning and neural networks will play a big role in the future of everything from data center management to application development. But are these two technologies actually new?

  • Premiered: 06/16/16
  • Author: Mike Matchett
  • Published: TechTarget: Search IT Operations
Topic(s): TBA deep learning TBA datacenter management TBA Data Center TBA Datacenter TBA Big Data TBA Machine Learning TBA big data analytics TBA Artificial Intelligence TBA Compute TBA neural networks TBA Cloud TBA scale-out TBA scale-out architecture TBA High Performance Computing TBA High Performance TBA HPC TBA NVIDIA TBA Mellanox TBA DataDirect Networks TBA 4U appliance TBA Google TBA Google AlphaGo TBA network TBA Mike Matchett
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What do IT administrator skills mean now?

In a world full of data-aware this and internet-connected that, deep IT administrator skills should be more in-demand than ever.

news

Google Cloud Storage prices cut, Glacier cold storage competitor added

Google is revamping its Cloud Storage services to woo users and challenge AWS with price cuts, lifecycle management and cold storage with quicker retrieval times than Amazon Glacier.

  • Premiered: 10/21/16
  • Author: Taneja Group
  • Published: TechTarget: Search Cloud Computing
Topic(s): TBA Cloud TBA Storage TBA Google TBA cold storage TBA Amazon AWS TBA AWS TBA Amazon Glacier TBA Glacier TBA Google Nearline TBA Nearline TBA Public Cloud TBA Big Data TBA Machine Learning TBA Jeff Kato TBA analytics
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What options exist for IT infrastructure management services?

What kinds of as-a-service IT management options are available? Are IT management services only coming from startups, or do established management software vendors have options?

  • Premiered: 10/18/16
  • Author: Mike Matchett
  • Published: TechTarget: Search IT Operations
Topic(s): TBA Cloud TBA Multi-tenancy TBA Hybrid Cloud TBA Storage TBA Private Cloud TBA ROBO TBA Exablox TBA Virtual Machine TBA Virtualization TBA VM TBA CloudPhysics TBA Galileo TBA Performance Explorer TBA Big Data TBA big data analytics TBA Machine Learning TBA Perspica TBA Microsoft TBA HPE TBA BMC TBA Riverbed TBA SteelCentral TBA IT Management TBA VMworld 2016 TBA VMWorld TBA VMWare TBA ServiceNow TBA HyperGrid TBA Provisioning TBA Galactic Exchange
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Machine learning and data science workloads ignite Apache Spark adoption

The use of Apache Spark is dramatically increasing as new workloads create more use cases.

  • Premiered: 11/08/16
  • Author: Taneja Group
  • Published: CBR Online
Topic(s): TBA Apache TBA Apache Spark TBA Spark TBA Machine Learning TBA Big Data TBA Storage TBA Cloudera TBA Mike Matchett TBA analytics TBA Hadoop TBA Cloud TBA Public Cloud TBA Private Cloud TBA IBM TBA MapReduce
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Four big data and AI trends to keep an eye on

AI is making a comeback - and it's going to affect your data center soon.

  • Premiered: 11/17/16
  • Author: Mike Matchett
  • Published: TechTarget: Search IT Operations
Topic(s): TBA AI TBA Artificial Intelligence TBA Big Data TBA Data Center TBA Datacenter TBA Machine Learning TBA Apache TBA Apache Spark TBA Spark TBA Hadoop TBA MapReduce TBA latency TBA In-Memory TBA big data analytics TBA Business Intelligence TBA Python TBA Dataiku TBA Cask TBA ETL TBA data flow management TBA Virtualization TBA Storage TBA scale-up TBA scale-out TBA scalability TBA GPU TBA IBM TBA NVIDIA TBA Virtual Machine TBA VM
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New IT job requirements include soft skills, business acumen

In the constantly changing world of information technology, business acumen and soft skills have become as essential to finding and securing a job as technical skills.

  • Premiered: 12/27/16
  • Author: Taneja Group
  • Published: TechTarget: Search Server Virtualization
Topic(s): TBA Storage TBA Virtualization TBA Mike Matchett TBA DevOps TBA VMWare TBA Spark TBA Apache Spark TBA SQL TBA graph database TBA Big Data TBA Machine Learning
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Cloud, IoT to drive enterprise IT trends in 2017

Cloud computing has evolved quite a bit in the last few years, but it still has far to go. Technologies such as big data, containers and IoT will have a big part to play in the future.

  • Premiered: 01/19/17
  • Author: Mike Matchett
  • Published: TechTarget: Search Cloud Computing
Topic(s): TBA Cloud TBA IoT TBA Internet of Things TBA Mike Matchett TBA Cloud Computing TBA Storage TBA Big Data TBA containers TBA VMWare TBA Microsoft TBA Office 365 TBA Azure TBA Saas TBA Hadoop TBA SQL TBA Machine Learning TBA RTO TBA DevOps TBA VM TBA Virtual Machine TBA software-defined TBA software-defined infrastructure TBA big data analytics
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Splice Machine to Launch a Managed Relational Database Service in the Cloud

Hybrid cloud database will deliver a powerful and easy-to-manage SQL RDBMS for OLTP and OLAP workloads.

  • Premiered: 02/08/17
  • Author: Taneja Group
  • Published: PR Newswire
Topic(s): TBA Mike Matchett TBA Splice Machine TBA DBaaS TBA Database-as-a-Service TBA AWS TBA Amazon AWS TBA analytics TBA big data analytics TBA Big Data TBA Cloud TBA SQL TBA elasticity TBA Availability TBA concurrency TBA scalability TBA IoT TBA Internet of Things TBA Machine Learning
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Splice Machine seeks to deliver hybrid RDBMS as a service

Splice Machine, which specializes in open source SQL RDBMS for mixed operational and analytical workloads, is aiming to offer that capability as a database-as-a-service on AWS.

  • Premiered: 02/10/17
  • Author: Taneja Group
  • Published: CIO Magazine
Topic(s): TBA Splice Machine TBA RDBMS TBA SQL TBA analytics TBA AWS TBA Open Source TBA hybrid workload TBA Cloud TBA Big Data TBA Storage TBA ANSI TBA Optimization TBA elasticity TBA scale-up TBA replication TBA Backup TBA Recovery TBA Mike Matchett TBA scalability TBA IoT TBA Internet of Things TBA Machine Learning