data efficiency

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Published By: Wave Computing     Published Date: Jul 06, 2018
This paper argues a case for the use of coarse grained reconfigurable array (CGRA) architectures for the efficient acceleration of the data flow computations used in deep neural network training and inferencing. The paper discusses the problems with other parallel acceleration systems such as massively parallel processor arrays (MPPAs) and heterogeneous systems based on CUDA and OpenCL, and proposes that CGRAs with autonomous computing features deliver improved performance and computational efficiency. The machine learning compute appliance that Wave Computing is developing executes data flow graphs using multiple clock-less, CGRA-based System on Chips (SoCs) each containing 16,000 processing elements (PEs). This paper describes the tools needed for efficient compilation of data flow graphs to the CGRA architecture, and outlines Wave Computing’s WaveFlow software (SW) framework for the online mapping of models from popular workflows like Tensorflow, MXNet and Caffe.
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Wave Computing
Published By: Melissa Data     Published Date: Jan 18, 2018
Maintaining high quality data is essential for operational efficiency, meaningful analytics and good long-term customer relationships. But, when dealing with multiple sources of data, data quality becomes complex, so you need to know when you should build a custom data quality tools over canned solutions. To answer this question, it is important to understand the difference between rules-based data quality, where internal subject matter expertise is necessary – and active data quality, where different domain expertise and resources are required.
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Melissa Data
Published By: Dell     Published Date: Sep 24, 2018
The top data protection mandates from IT leaders are focused on improving the fundamental reliability and agility of the solution(s) in use. The mandate that follows closely behind is cost reduction, which is also seen as a top priority among data protection implementers. These challenges should not be seen as contradictory or mutually exclusive; in fact, they can all be addressed by improved data protection solutions that are engineered as much for efficiency as they are for reliability and capability.
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economic, value, data, domain, idpa
    
Dell
Published By: VMware     Published Date: Oct 12, 2018
With the benefits quickly stacking up, it’s easy to understand why Gartner stated HCI (Hyper-Converged Infrastructure) as one of the hottest trends in data centre infrastructure. HCI is intended to reduce infrastructure complexity and cost, whilst enhancing scalability, agility and operational efficiency. This consolidated infrastructure enables organizations to leverage the software layer by using low cost commodity hardware, while reducing concerns around vendor lock-in, to form a seamless software- defined IT infrastructure environment well suited to today’s IT challenges. Simple to use and manage, without specialists and more cost-effective than most traditional solutions, it’s easy to understand why more organisations are making the move from traditional architecture to Hyper-Converged Infrastructure. Submit the form to view the infograph to discover the benefits and whether this solution is right for you.
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VMware
Published By: TIBCO Software APAC     Published Date: Aug 13, 2018
Despite being knowledgeable about their industry and experienced in running their organizations, the majority of business users lack expertise in analytics and visualization techniques—but that doesn't stop them from wanting to have a go. But making tools easier and more widely accessible is only part of the answer. A better approach is to work both sides of the gap. To make tools that can empower business users to discover and unlock value in their data—and that extend capabilities for experts, so they can share the analytics workload, improve efficiency, and focus on higher level work.
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TIBCO Software APAC
Published By: Turbonomic     Published Date: Jul 05, 2018
The hybrid cloud has been heralded as a promising IT operational model enabling enterprises to maintain security and control over the infrastructure on which their applications run. At the same time, it promises to maximize ROI from their local data center and leverage public cloud infrastructure for an occasional demand spike. Public clouds are relatively new in the IT landscape and their adoption has accelerated over the last few years with multiple vendors now offering solutions as well as improved on-ramps for workloads to ease the adoption of a hybrid cloud model. With these advances and the ability to choose between a local data center and multiple public cloud offerings, one fundamental question must still be answered: What, when and where to run workloads to assure performance while maximizing efficiency? In this whitepaper, we explore some of the players in Infrastructure-as-a-Service (IaaS) and hybrid cloud, the challenges surrounding effective implementation, and how to iden
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Turbonomic
Published By: Here Technologies     Published Date: Sep 26, 2018
Advertisers are beginning to invest in location insights which give them data on how and why transactions are made in specific places. U.S. marketers are poised to double their spend on location-targeted mobile ads between 2017 and 2021 to $32 billion, according to research firm BIA/Kelsey. Understanding location is key to gaining insights and making change. HERE offers data sets and services that advertisers can use to contextualize consumer movements and habits in the world around them. This gives them well-timed and relevant advertising.
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Here Technologies
Published By: Here Technologies     Published Date: Sep 26, 2018
How can brands make the most of the growing opportunities offered by location data? Understanding location and its connection to customer behaviour is key to gaining full and reliable insights and making efficient change. HERE is building and sharing real-time location intelligence which reveals why customers make transactions in specific places. HERE’s Open Location Platform contextualises consumer motivations in the world around them. As the world’s leading location platform in 2018 (Source: Ovum and Counterpoint Research annual indexes) HERE also shares its own insights into the future of reaching customers on their mobile devices as they travel, including in-car advertising.
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Here Technologies
Published By: HotSchedules     Published Date: Sep 11, 2018
The cost of labor can be managed effectively when restaurateurs are equipped with the right training, tools and processes. Traditional methods for capturing critical forecasting data and formulating labor plans & budgets are incomplete and often inaccurate, rarely accounting for menu pricing changes or current economic conditions. Even when the best practices of forecasting are employed, the information isn’t always available to the store managers who are attempting to manage the cost of labor. This ebook will walk you through the ins and outs of labor forecasting and best practices to build efficiency, grow revenue, and positively impact your restaurant’s bottom line.
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HotSchedules
Published By: Panduit     Published Date: Oct 09, 2018
Interested in learning how to stabilize costs and promote growth for you and your tenants? Download the Panduit white paper Colocation Provider Strategies for Success to learn how you can enable ongoing monitoring and maximize your colo data center’s efficiency.
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panduit, colocation, data center management, network monitoring
    
Panduit
Published By: Tripp Lite     Published Date: May 15, 2018
As organizations pursue improvements in reliability and energy efficiency, power design in data centers gets substantial attention—particularly from facilities and engineering personnel. At the same time, however, many IT professionals tend to spend little time or energy on the specific products they use to deliver and distribute electrical power. In?rack power is often considered less strategically important than which servers or databases to deploy, and it is often one of the last decisions to be made in the overall design of the data center. But choosing the right in-rack power solutions can save organizations from potentially crippling downtime and deliver significant up-front and ongoing savings through improved IT efficiency and data center infrastructure management.
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Tripp Lite
Published By: Tripp Lite     Published Date: Jun 28, 2018
As high-density IT equipment becomes the new normal, the amount of heat generated continues to grow substantially – as does the challenge of efficiently cooling data centers. Traditional perimeter and/or raised floor computer room air conditioning systems increasingly struggle to remove concentrated heat loads. In many small to mid-size data centers, implementing close-coupled cooling solutions can be a highly effective and efficient strategy for supplementing cooling capacity. Located in or near server racks, close-coupled air conditioning units focus cooling where it is needed most without lowering the temperature of the entire data center. In addition, these modular solutions make it easy to reconfigure cooling to handle new equipment or eliminate hot spots. As a result, using close-coupled portable, rack-mounted or row-based air conditioning units tailored to your specific data center needs can boost cooling efficiency and add valuable flexibility.
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Tripp Lite
Published By: Tripp Lite     Published Date: Jun 28, 2018
Cooling tends to take a back seat to other concerns when server rooms and small to mid-size data centers are first built. As computing needs grow, increased heat production can compromise equipment performance and cause shutdowns. Haphazard data center expansion creates cooling inefficiencies that magnify these heat-related problems. End users may assume they need to increase cooling capacity, but this is often unnecessary. In most cases, low-cost rack cooling best practices will solve heat-related problems. Best practices optimize airflow, increase efficiency, prevent downtime and reduce costs.
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Tripp Lite
Published By: Cornerstone OnDemand     Published Date: Oct 02, 2018
"If you’ve only ever used instructor led training, the idea of moving your learning and development online can seem a little daunting. But cloud-based training can easily make e-learning a reality in your organization; with little hassle and minimal cost. In this eBook ‘Learn to Love the Cloud’, we share our top 7 reasons it makes sense to move your training online, including: • Saving time and money on technology wrangling • Easy access to a huge range of content • Greater data efficiency • Increased learner engagement Grab your copy of Learn to Love the Cloud and see how e-learning can save you time and money, help you be more strategic with your training, and empower your learners to take charge of their professional development. It just makes sense!"
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Cornerstone OnDemand
Published By: APC by Schneider Electric     Published Date: Feb 09, 2011
In the broadening data center cost-saving and energy efficiency discussion, data center physical infrastructure preventive maintenance (PM) is sometimes neglected as an important tool for controlling TCO and downtime. PM is performed specifically to prevent faults from occurring. IT and facilities managers can improve systems uptime through a better understanding of PM best practices.
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absolute, data protection, maitenance, ups, physical infrastructure, infrastructure, data loss protection, dlp, ponemon, it security, sensitive data
    
APC by Schneider Electric
Published By: Cisco EMEA Tier 3 ABM     Published Date: Nov 13, 2017
The HX Data Platform uses a self-healing architecture that implements data replication for high availability, remediates hardware failures, and alerts your IT administrators so that problems can be resolved quickly and your business can continue to operate. Space-efficient, pointerbased snapshots facilitate backup operations, and native replication supports cross-site protection. Data-at-rest encryption protects data from security risks and threats. Integration with leading enterprise backup systems allows you to extend your preferred data protection tools to your hyperconverged environment.
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hyperflex, systems, data platform, storage efficiency, business, cisco
    
Cisco EMEA Tier 3 ABM
Published By: Hewlett Packard Enterprise     Published Date: May 11, 2018
In today’s dynamic business environment where applications and data are accessed outside of traditional corporate boundaries, IT must embrace the needs of both the business and an ever present mobile workforce. From business agility to employee efficiency, the never-ending quest for improved productivity is found in organisations across industries. And throughout it all, IT is charged with maintaining an organisation’s infrastructure, and security and access, while working to support initiatives that keep the business agile and growing, and employees productive.
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Hewlett Packard Enterprise
Published By: Hewlett Packard Enterprise     Published Date: Mar 26, 2018
Today’s data centers are expected to deploy, manage, and report on different tiers of business applications, databases, virtual workloads, home directories, and file sharing simultaneously. They also need to co-locate multiple systems while sharing power and energy. This is true for large as well as small environments. The trend in modern IT is to consolidate as much as possible to minimize cost and maximize efficiency of data centers and branch offices. HPE 3PAR StoreServ is highly efficient, flash-optimized storage engineered for the true convergence of block, file, and object access to help consolidate diverse workloads efficiently. HPE 3PAR OS and converged controllers incorporate multiprotocol support into the heart of the system architecture
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Hewlett Packard Enterprise
Published By: Dell EMC     Published Date: Sep 12, 2016
Health and Life Cycle Management for Improving Data Center Operational Efficiency and Infrastructure Stability, Optimization, and Security
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Dell EMC
Published By: Dell EMC     Published Date: Nov 08, 2016
Your data center struggles with competing requirements from your lines of business and the finance, security and IT departments. While some executives want to lower cost and increase efficiency, others want business growth and responsiveness. But today, most data center teams are just trying to keep up with application service levels, complex workflows, and sprawling infrastructure and support costs.
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data, converged infrastructure, integration, vmware, private clouds, business application, database development, data integration
    
Dell EMC
Published By: Hewlett Packard Enterprise     Published Date: Aug 07, 2017
Digital transformation (DX) — a technology-based business strategy — is an essential mandate for businesses to thrive in a digital economy.
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Hewlett Packard Enterprise
Published By: Hewlett Packard Enterprise     Published Date: Nov 06, 2017
This IDC white paper reviews important market trends that have driven a dramatic increase of real world hyperconverged infrastructure deployments. This paper also provides results of in depth interviews and a global IDC survey of SimpliVity customers, many of whom have experienced considerable operational efficiency gains resulting from the use of SimpliVity hyperconverged infrastructure.
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data efficiency, wan optimization, data protection, global scale-out, unified global management, caching and tiering
    
Hewlett Packard Enterprise
Published By: Cisco     Published Date: Nov 17, 2015
IoT describes a system where items in the physical world, and sensors within or attached to these items, are connected to the Internet via wireless and wired Internet connections. These sensors can use various types of local area connections such as RFID, NFC, Wi-Fi, Bluetooth, and Zigbee. Sensors can also have wide area connectivity such as GSM, GPRS, 3G, and LTE.
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iot, internet of things, data management, business efficiency, manufacturing process, customer satisfaction, business intelligence, automation, networking, security
    
Cisco
Published By: Commvault     Published Date: Jul 06, 2016
Think of a wildfire that quickly spreads as it increases in speed and power. That is what is happening today as data growth increases the volume and management complexity of storage, backup and recovery. Now think of trying to stop that fire with a garden hose. Your traditional backup and recovery process is equally under-equipped to manage and facilitate operations that need more speed, efficiency, scalability and reliability to handle today’s 24/7, always-on environment. Here we examine the benefits of moving from a solution comprised of multiple point products to a holistic data protection platform designed to serve today’s enterprise.
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commvault, data protection, storage, backup, recovery, holistic data protection, singe pane of glass, common code base, analytics, reporting, it management
    
Commvault
Published By: Commvault     Published Date: Jul 06, 2016
Efficiency is the name of the game. But is your IT organization winning or losing? Read more to learn how your IT organization is wasting time and energy protecting data.
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commvault, data protection, time management, de-duplication, backup efficiency, snapshot technology, productivity, comprehensive reporting, analytics, it management, enterprise applications, storage, business technology, infrastructure management
    
Commvault
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