A Survey on Big Data Analytics: Challenges, Open Research Issues and Tools

Acharjya, D. P.; P, Kauser Ahmed

doi:10.14569/ijacsa.2016.070267

Cited by 71 publications

(18 citation statements)

References 31 publications

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“…The different resources within the data centers of the cloud service providers (CSPs) are often centralized in few geographical locations and connected with relatively high-speed network connections (Edlund, 2012)(Tsz Lai, Trancong andGoh, 2012) (Foster et al, 2008) (Naveen and Harpreet, 2013) (Subbiah, Muthukumaran and Ramkumar, 2013) (Chowdhary and Rawat, 2013) (Acharjya and Ahmed, 2016) (Akshatha and Manjunath, 2016) (Ali et al, 2015).…”

Section: Centralized Servicesmentioning

confidence: 99%

“…Due to this, the Internet may exhibit some severe degradation, go beyond the maximum design load, and, consequently, cause the unavailability of the Internet which certainly makes the cloud-related data to be unavailable. (Khajenasiri et al, 2016) (Kuo et al, 2014) (Acharjya and Ahmed, 2016) In fact, nearly most Internet Service Providers (ISPs) claim in the Service Level Agreements (SLA) that they are definitely offering unlimited high-speed broadband Internet access, unlimited cloud storage services, and high-data-transfer rates without any consideration that the Internet may reach a point where demands go beyond mas.ccsenet.org Vol. 13, No.…”

Section: Internetmentioning

confidence: 99%

“… CC is comparatively a new market phenomenon and most of its experts are generally qualified over conventional computing environments and nonqualified over the cloud environment that may have an enormous number of users, large data volumes, and great performance-loads (Kuo et al, 2014) (Acharjya and Ahmed, 2016) (Karim et al, 2017). For instance, many programming approaches and computational techniques that work well with small-size data do not scale up to fit voluminous data (Acharjya and Ahmed, 2016) and they should be refactored and modified to support the CC features (Gholami, Daneshgar and Beydoun, 2017).…”

Section: Shortage Of Trained and Highly-skilled Expertisementioning

confidence: 99%

“…Along the journey toward "automation-of-everything-around-us" or as formerly known "smart-world", and with the increasing availability of broadband networks, researchers and experts from both research and industrial communities eventually invents the concept of Internet-of-Things (IoT) in their ways of maximizing existing resources and improving service delivery (Al-Fuqaha et al, 2015) (Acharjya andAhmed, 2016)(El-Omari andAlzaghal, 2017). As a result and with the intention of meeting the competitive global market, most software houses are increasingly striving to make their different web-enabled services on IoT bases (Al-Fuqaha et al, 2015).…”

Section: Internet Of Things (Iot) and Big Datamentioning

confidence: 99%

“…Even though most deployed sensors nowadays are wireless, sensors could be connected between themselves using either wireless or wired technologies. (Al-Fuqaha et al, 2015) (Perera et al, 2014) (Kuo et al, 2014) (Acharjya and Ahmed, 2016) 4. Computation: processing units, like microprocessors and microcontrollers, and different high-quality software applications represent the "brain" part of IoT.…”

Section: Iot Elementsmentioning

confidence: 99%

See 4 more Smart Citations

Cloud IoT as a Crucial Enabler: a Survey and Taxonomy

El-Omari¹

2019

MAS

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Commonly, the technology of information scales by an order of magnitude and with high probability reinvents itself every five years or so. However, the long-standing dream has definitely become a reality today that saying you need merely a credit card to get on-demand instant accesses to a large pool of thousands, if not millions of computers founded in tens of data centers scattered across the globe. As a matter of fact, Cloud Computing is indeed a new radical paradigm shift that evolved out of utmost needs for hosting and delivering all the things electronically as well-defined services over the Internet. Its aim is not only to provide improved computerized services but also innovative ones to every user from ordinary-home end-users to professional workers. Another further long-held dream of computing that has recently emerged as a reality is the CloudIoT paradigm where the cloud-based application platforms are enhanced to generate smart decisions and usable intelligence based on Internet-connected semi-autonomous smart small sensors that can sense, interrupt, and interchange data between each other as well as with the same computing clouds. With the intention of reaching the right cloud computing vision, it is, however, insufficient to just track a set of research and development actions that address the major concerns without practical support from both industrial and research communities. Rather, there is a necessity to enact a series of insight development strategies and policies that not only ensure that the right issues are well-timed addressed, but also that the most appropriate actions are taken and accomplished. Additionally, one of the key points to consider in this paper is that this in-depth evaluation of using Cloud computing may find points lacking in the cloud environments that could open up new research opportunities to be further investigated or enable new speed-to-market scenarios.

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Section: Centralized Servicesmentioning

confidence: 99%