As the number of IoT devices continues to increase a predicted 75 billion by 2025 to be exact so do data requirements. In fact, its estimated that IoT will generate more than 500 zettabytes of data per year by the end of 2019.
To create an environment where IoT devices and applications are seamlessly connected to one another, and their end-users, sufficient computational and storage resources are needed to perform advanced analytics and machine learning, which the cloud is capable of doing. However, cloud servers are often located too far away from the IoT endpoints to be able to effectively transmit time-sensitive data to and from billions of "things" across vast distances. This has driven the move towards edge and fog computing.
Living Life on the Edge
Edge computing allows for data to be processed closer to its origination, significantly reducing network latency. By physically bringing processing closer to the data source (such as IoT devices), there's less distance that data needs to be sent across, improving the speed and performance of devices and applications. However, there are limitations with undertakings, like real-time analysis and machine learning.
Edge computing has led the way for the emergence of fog computing a term first coined by Cisco to signify decentralized computing architecture that acts as an extension of cloud computing. The storage and computing of data are distributed most logically and efficiently, located between the cloud and the data source. Fog computing is seen as a complementary strategy for how edge computing can be effectively implemented while providing the compute, network, and storage capabilities of the cloud. It is estimated that the revenue produced by the fog computing market will increase by 55% between 2019 and 2026.
Seeing Through the Mist
When broken down, fog computing was created to accompany edge strategies and serve as an additional architectural layer to provide enhanced processing capabilities that the edge alone cannot always do. There are many similarities between fog computing and edge computing, such as that they both bring processing closer to the data source. However, the main difference between the two is where the processing is taking place.
While fog computing offers many of the same advantages as the cloud, the cloud has limitations such as being centralized and located further away from the data source, thus increasing latency and limiting bandwidth. It's not always practical to transmit vast amounts of data all the way to the cloud and back again, especially for scenarios when processing and storage on a cloud-scale are not necessary.
Solving the Data Problem
Digital transformation means something different to every business. Meeting these new transformation challenges is forcing organizations to reconcile new architectural paradigms. For example, a highly centralized architecture often proves to be problematic as there is less control over how organizations can connect to their network service providers and end-users, ultimately causing inefficiencies in their IT strategies. At the same time, however, solely relying on small, "near edge" data centers could become expensive, putting constraints on capacity and processing workloads, and potentially creating limitations on bandwidth.
Increasingly were seeing organizations look to multi-tenant data centers to better support distributed architectures. Its best to think of IT infrastructure in terms of layers. The first layer consists of enterprise core data and applications, where intellectual property, high-density computing, and machine learning can live. From there, organizations can continue to add layers such as cloud computing services, distributed multi-site colocation, and 5G aggregation as part of an edge delivery platform. Through a multi-tier distributed architecture, organizations will gain control over adding capacity, network, compute, storage, and shortening distances between your workloads and end-users. Ultimately this enhances performance and promotes an improved data exchange.
Rod Glover, data centre operations director, Australia at Digital Realtywrote this article.
The views and opinions expressed in this article are those of the author and do not necessarily reflect those of CDOTrends.
See the original post:
Solving the Data Explosion with Fog and Edge Computing - CDOTrends
- Open source cloud computing slow to catch on, survey finds [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Oracle CFO: no acquisitions needed to compete in cloud [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- IDC Survey: U.S. Corporations Aim to Tackle IT Challenges with Cloud Computing [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Where does the ICO's new cloud guidance take you? [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- ChinaSoft International Signs Strategic Cooperation Agreement with Alibaba Cloud Computing to Develop PaaS Platform [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- IT Leaders Forum: Shedding light on cloud computing [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Oracle Public Cloud Computing [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Oracle Cloud Computing - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Cloud Computing 101 - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Lenovo Gets Into Cloud Computing - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Cloud Computing Certification Training | Cloud Computing Training By Simplilearn - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Cloud Computing - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Succeeding or Failing with Cloud Computing - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Demystifying the Cloud - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- N: Cloud Computing, Syria PM Defects, US to Clean Agent Orange and MORE! - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Cloud Computing - Tv9 - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- AWS 101 Cloud Computing Seminar-Bangalore - Video [Last Updated On: October 5th, 2012] [Originally Added On: October 5th, 2012]
- Trust - The Key to Cloud Computing Growth in Europe [Last Updated On: October 6th, 2012] [Originally Added On: October 6th, 2012]
- Cloud Computing Saves Health Care Industry Time And Money [Last Updated On: October 6th, 2012] [Originally Added On: October 6th, 2012]
- Synnex CEO Kevin Murai: Tablets, Mobile, Cloud Computing (p3) - Video [Last Updated On: October 6th, 2012] [Originally Added On: October 6th, 2012]
- Enterprise computing IS the cloud [Last Updated On: October 8th, 2012] [Originally Added On: October 8th, 2012]
- 44 Percent Of US Execs To Tackle IT Challenges Through Cloud [Last Updated On: October 8th, 2012] [Originally Added On: October 8th, 2012]
- ZapThink Announces Expansion of Cloud Computing for Architects Course [Last Updated On: October 9th, 2012] [Originally Added On: October 9th, 2012]
- Euro Zone Eyes Cloud Computing to Kick Start Economy [Last Updated On: October 9th, 2012] [Originally Added On: October 9th, 2012]
- Advantages, challenges of cloud computing discussed Oct. 10 at NJIT [Last Updated On: October 10th, 2012] [Originally Added On: October 10th, 2012]
- Dell Expands Cloud Client Computing Solutions for VMware View®, Desktop as a Service and Channel Offerings to Europe [Last Updated On: October 10th, 2012] [Originally Added On: October 10th, 2012]
- Cloud West to Focus on Entertainment Delivery, Network Infrastructure, and Investment, More at Nov. 8-9th Forum [Last Updated On: October 10th, 2012] [Originally Added On: October 10th, 2012]
- IBM, AT&T Offer Secure Passage to the Cloud [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- Cloud computing company hits new fundraising heights [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- Cloud computing firm hits new fundraising heights [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- Cloud computing: here we go again [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- Chinese Want to Put Computer 'Brains' in the Cloud [Last Updated On: October 11th, 2012] [Originally Added On: October 11th, 2012]
- CenturyLink Unveils Cloud Product [Last Updated On: October 12th, 2012] [Originally Added On: October 12th, 2012]
- Cloud Security Evolves in Wellington [Last Updated On: October 14th, 2012] [Originally Added On: October 14th, 2012]
- 2X ApplicationServer XG Joins the Intel AppUp SMB Service Hybrid Cloud [Last Updated On: October 15th, 2012] [Originally Added On: October 15th, 2012]
- Piston Cloud to Exhibit and Present at the 2012 OpenStack Summit in San Diego [Last Updated On: October 15th, 2012] [Originally Added On: October 15th, 2012]
- How to get your first cloud computing job [Last Updated On: October 15th, 2012] [Originally Added On: October 15th, 2012]
- DreamHost Adds Public Cloud Computing Service: DreamCompute [Last Updated On: October 15th, 2012] [Originally Added On: October 15th, 2012]
- Aryaka Receives 2012 Cloud Computing Excellence Award [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- Making a Europe fit for the cloud [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- Cisco Execs Plumb The Limits Of Cloud Computing [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- Cloud firm invests in new network [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- AirWatch Receives 2012 Cloud Computing Excellence Award [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- Dell Extends Cloud Client Computing Portfolio with New Solutions Validated by Citrix [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- Pano Logic and Alliance InfoSystems Join Forces to Deliver Zero Client Computing [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- 5 Cloud Business Benefits [Last Updated On: October 17th, 2012] [Originally Added On: October 17th, 2012]
- Alteva Receives 2012 Cloud Computing Excellence Award [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Open Text profit beats estimates on cloud services [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Cloud computing improves nurse call system [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Cloud computing: Top five tax considerations for your business [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- OKI and ISID to Provide Chemical Information System as Cloud Computing Services [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- As Mobile Grows, So Does Cloud Computing [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- IBM Analytical Decision Management SaaS - IBM Cloud TechTalk October 2012 - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- JAX London 2012: Achieving genuine elastic multitenancy with Waratek Cloud VM for Java - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Microsoft 2020 technology future vision - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Infinity Cloud Point of Sale and Complete Retail Suite.mp4 - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Small Business IT Support, Computer Support, Web Design Atlanta - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Cloud Computing - Simplified - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- How Allied Valve Used the Cloud to Expand in Bakken Oilfield - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Cloud Computing in the Public Sector - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Cloud Computing | Sacramento | Data Protection | IT Consulting | Symmetry Managed Servces - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- The Business Value of Cloud Computing - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- GYMNAZO Owner/Coach Michael Hughes is excited about edufii - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Automation in the age of cloud computing - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Cloud Computing.mp4 - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- Cloud computing in 2013: a conversation with Appcore's CEO [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Cloud adoption growing in India: study [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Eastday-Microsoft picks city for cloud computing [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Towards a blue sky: How SMEs can avoid Cloud Computing confusion [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Consultancy Services - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Axxis Solutions Sponsors FIBA Technical Seminar on Cloud Computing - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- RightScale Webinar: 451 Research Webinar: Cloud Dos and Don'ts - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Apple Technology (Vishwa Bandhu Gupta) - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Mind Tree Ltd. - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- BIM Cloud Computing [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Entreda discusses cloud services for small and medium businesses - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Austin IT Company | Computer Networking [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- Cloud Computing and Services - After Effects Template - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- FieldStorm App Tour - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]
- The Hon Brendan O'Connor's speech: AccountRight Live launch event - Video [Last Updated On: November 3rd, 2012] [Originally Added On: November 3rd, 2012]