Big Data is happening now. Learn about the tips and technology you need to store, analyze, and apply the growing amount of your company's data.
In recent years, analytics systems have quickly become an essential tool for businesses to gather and interpret various forms of information. This new, data-driven visibility has helped shape budgeting and capital-spending plans for businesses in a transformative way. Big data is comprised of the huge quantities of unstructured data that companies accumulate over the years. ...
In recent years, analytics systems have quickly become an essential tool for businesses to gather and interpret various forms of information. This new, data-driven visibility has helped shape budgeting and capital-spending plans for businesses in a transformative way. Big data is comprised of the huge quantities of unstructured data that companies accumulate over the years. ...
Learn how the HP Data Center Transformation Workshop helps to consolidate, standardise and automate technology; reduce energy consumption; reduce costs and changes the economics of IT.
Daily data is generated at enormous speed. Single machine is insufficient to store and process it. Most of this data are unstructured. Most of the data (about 90%) was generated in last few years. Such data is characterized by high volume velocity and veracity. Such data is known as big data and is stored in ...
The data sets with multiple autonomous resources are popular in now-a-days. The big data plays a vital role in all the science and engineering departments such as physical, biological and biomedical science. This paper is to reduce the storage space of the cloud when storing big data into the cloud server. In the authors’ proposed ...
In this system traffic data like videos, number of vehicles, type of vehicles, etc. is used to infer patterns of traffic and congestion. The traffic data collected is very huge (terabytes). Hence big data analysis is required for analysis of this data and to make some conclusions and develop a traffic management policy accordingly. With ...
Gone are the days of go-with-your-gut style marketing tactics. And so it seems gone are the marketing efforts with the ability to simply and quickly differentiate ROI across multiple channels. As big data in business continues to be a big deal, many agencies and marketing teams still struggle to combine and understand the elusive customer, ...
Everyone in IT knows that outsourcing services have claimed for years to provide lower costs, faster service and a better return on investment (ROI) than traditional IT. For example, infrastructure cloud computing services today deliver server capacity faster than ever before, and at “commodity pricing.” Read more…
Many researchers have indicated that there are skills that are going to be essential for the future workforce. This paper helps identify these skills and the applicability of these skills to job performance of the future organization competing in a globalized environment. The paper provides insight into each of the ten listed skills and also ...
This exclusive research uncovers where the priorities for tomorrow’s infrastructure lie, and what gaps exist between firms that are successfully transforming traditional IT functions and those that have yet to begin. Your infrastructure must be ready to support the demands of an increasingly digital business that benefits from cloud, Big Data, social, and mobile technologies. ...
One-to-many group communication is common in modern data centers running cloud and web-based applications, or High Performance Computing (HPC) applications. In this paper, the authors propose FlyCast, an architecture using the physical layer of Free-Space Optics (FSO) to accelerate multicast communication. FlyCast leverages off-the-shelf devices (e.g. switchable mirror and beam splitter) to physically split the ...
Datacenter applications like cloud storage need high bandwidth (40Gbps or more) to meet rising customer demand. Traditional TCP/IP (Transmission Control Protocol/Internet Protocol) stacks cannot be used at such speeds, since they have very high CPU (Central Processing Unit) overhead. The brutal economics of cloud services business dictates that CPU usage that cannot be monetized should ...
A common pattern in the architectures of modern interactive web-services is that of large request fan-outs, where even a single end-user request (task) arriving at an application server triggers tens to thousands of data accesses (sub-tasks) to different stateful backend servers. The overall response time of each task is bottlenecked by the completion time of ...
Debugging faults in complex networks often requires capturing and analyzing traffic at the packet level. In this paper, DataCenter Networks (DCNs) present unique challenges with their scale, traffic volume and diversity of faults. To troubleshoot faults in a timely manner, DCN administrators must identify affected packets inside large volume of traffic; track them across multiple ...
Many network functions executed in modern data centers, e.g., load balancing, application-level QoS (Quality of Service) and congestion control, exhibit three common properties at the data plane: they need to access and modify state, to perform computations and to access application semantics – this is critical since many network functions are best expressed in terms ...