#Fog Computing

[harisharticles]

Edge Computing and Fog: Reducing Latency for Smarter Systems

As we approach 2025, the digital ecosystem is experiencing a shift toward decentralization, driven by real-time processing demands and the explosion of data. Technologies like Edge Intelligence, Edge Computing, and Fog are no longer working in silos. Instead, they’re merging into a unified architectural vision, shaping how data is processed, transferred, and utilized closer to where it's generated. This convergence is pivotal for sectors ranging from smart cities and manufacturing to healthcare and autonomous transportation.

Understanding Edge Intelligence Edge Intelligence brings AI and machine learning directly to edge devices, reducing latency and enabling faster decision-making. It empowers smart sensors, cameras, and IoT nodes to interpret and act on data without the need to send it back to centralized servers. This localized intelligence supports predictive analytics, anomaly detection, and automation at the edge, critical for mission-critical operations that demand speed and accuracy.

How Edge Computing Powers Real-Time Action Edge Computing refers to processing data at or near the source of generation. Unlike traditional cloud computing, which centralizes data handling, edge computing disperses computation to minimize delays and bandwidth usage. It supports applications like autonomous vehicles, AR/VR, and industrial automation where milliseconds matter. By reducing dependency on central servers, edge computing creates a resilient framework for continuous operations.

The Role of Fog in Distributed Architecture Fog computing sits between edge devices and the cloud, acting as an intermediate layer that filters, processes, and routes data. It complements edge computing by handling tasks that are too resource-intensive for edge nodes but not necessarily requiring full cloud capabilities. Fog nodes often reside on gateways, routers, or local servers and are instrumental in managing real-time analytics, security, and data orchestration across complex networks.

Why Convergence Matters in 2025 The unified vision of Edge Intelligence, Edge Computing, and Fog addresses the demand for faster data handling, reduced latency, and more secure infrastructures. Their convergence ensures a seamless data flow from devices to processing units to actionable insights, whether locally or across distributed networks. By aligning their roles, organizations can optimize performance, reduce costs, and build scalable systems that are responsive and agile.

Key Applications Across Industries In healthcare, edge intelligence enables real-time monitoring and diagnostics through wearable tech and connected devices. Manufacturing uses fog nodes to coordinate robotic systems and quality control processes. Smart cities benefit from reduced traffic congestion and improved energy usage through edge-based analytics. These technologies also support retail personalization, defense automation, and agriculture precision farming, marking their presence in nearly every sector.

Challenges and Considerations Despite their potential, integrating these technologies poses challenges such as standardization, interoperability, and data governance. Security remains a major concern, especially when deploying AI at the edge. There is also the need for investment in infrastructure, skilled talent, and scalable frameworks that support updates and learning across decentralized environments.

The Future Outlook By 2025, the combined power of Edge Intelligence, Edge Computing, and Fog is expected to be foundational in next-gen digital infrastructures. As AI models grow more efficient and edge devices become more powerful, we will see even greater autonomy in systems. Hybrid models that intelligently distribute workloads across edge, fog, and cloud layers will dominate IT strategies. This layered architecture will allow real-time operations to scale sustainably while staying cost-effective and secure.

For More Info https://bi-journal.com/edge-intelligence-and-fog-architecture/

Conclusion The fusion of Edge Intelligence, Edge Computing, and Fog represents a turning point in how organizations design and deploy digital solutions. This unified approach addresses both performance and scalability needs for a data-intensive future. As industries adapt to more connected ecosystems, embracing this triad will be critical for staying competitive, efficient, and resilient in 2025 and beyond.

[barnowlive]

[shaking dragon jmart like a bag of cat treats]

pspspspsps come get yalls dragons

[lucien-aventine]

Navy Commander ⚓︎

[willowreadsgayfanfiction]

[joelletwo]

v theres a laymans thought bouncing around in my head lately thats going if this many[wikipedia voice: how many] people are cheating their way thru college then probably we had this happening before and we just have a new tool to do so. [cite: the problematic english major readers study] and college is just and maybe always has been cheat-your-way-thruable bc no one catches on that you cant. fucking read meaningfully. and thats been working out fine for a given value of fine bc [cite: argument "do you want your doctor to have a chatgpt degree"] girl do u see our doctors now. jesus christ. [cite: every fucking day im appalled at doctor-to-patient patterns of behavior i get to see now] it would explain a lot i think im just saying it would explain a lot. if um. actually it was quite an achievement for anyone to come out of schooling knowing shit

[lovely-mogai]

Purplechurchmulviboard

A gender that can only most accurately be described by the moodboard above.

[No id]

[sandimexicola]

The bridge Forward

Midjourney prompt: vids --ar 9:16 --style raw --personalize a1a6a3w --v 6.1 --no breasts cleavage

[heartplaces]

dissecting the daughter, by me.

poets are always writing about their moms. i’m no different. there are so many metaphors for her, i had to fight to cling to that knife. guess that’s inherited, too.

[alvinmichaelmurphyseville]

“There’s no way out, is there? I’m trapped in an endless cycle of work and canceling plans with friends.”

“My life is literally the most boring stuff ever on repeat and there’s barely been any time lately to spice things up with…what did I used to do for fun? I don’t even remember.”

“Brain fog is bad today. Side effect of doing too much on meds? Just random? Side effect of stress? Anxiety? Who knows at this point?”

“I miss having a life outside the overwhelming list of things I HAVE to do every single day.” 😭

“I watched a cool movie yesterday and I barely remember ANYTHING from it. It was giving me so many ideas while I was watching it, but I didn’t get a chance to write them down before falling asleep early, so they’re all gone now.” 😭

“I don’t even feel intelligent anymore. I just straight up can’t think. Got a killer tension headache.”

[vnknowv]

Me as 09 soap because he's my main cod:ghosts skin and I love him dearly

[stabbyfoxandrew]

hmm so originally demon neil was gonna be a longfic, but then i decided it would be a series with a bunch of smaller fics making up the story

BUT i just realized if i do that i have to come up with 5 bazillion goddamn fic titles >:( evil world

[rathologic]

PSA: Rat Fog Editor patch 1.1.1

Hey! This is news from a month ago that I totally forgot to post -- Rat Fog Editor has been updated. There are no new features in this release, but it fixes an error that caused an incorrect black skybox tile during cloudy days, as well as mislabeled color settings. I'm looking into automatic updates for the 1.2 release, but in the meantime, please get the v1.1.1 program s/t your mods work as intended 😭

[dimalink]

Frozen arctic station – amnesia and office rooms

Main part with programming is done. Everything done. Labyrinth works. It functions well. Everything is with code. And all buttons are possible to use.

Menu done. About  programming it is left for errors. And small moments to fix. As for example, menu frame border is very short for some phrases. Or there is no main menu yet. And everything else -–works. Text part goes to labyrinth. And from labyrinth it goes back to text part. Everything works.

And now it is things about content. This is about. Story itself. With a form of text. And to code labyrinths. And what is where to place. Where monster. Where item. Where interaction.

To complete labyrinth you need to point with exit. And there it will check for actions. You need to take all items in labyrinth, which are coded there. Use items, if there is code to use them. And interact with objects, which are in code for level. Take weapon it is not necessary condition to go next. But when it will be a monster, some place forward. Player simply cannot go through monster. Monster is like obstacle. And you need weapon to go forward. So you need also take weapons in labyrinth.

You need to enter the rooms. And read description. So at first it goes room description. For interest. And next, if there are items or objects, so it is written. In the end. Take item. Use item. Interact with object. Take weapon. All of these is with description for the room. For example. Under the paper it is a diskette. I think. It is useful item. So it is good idea to try take item button.

It is like text game. With walking in the labyrinth. With turn based mode. And menu plays here a valuable role. Next, it is text again. Read text. Select options with tests. About these parts gamer is made of.

It is already in process story making. And already coded 52 scenes. For today story tells about intro. So main hero will tell what is going on here. To  get the idea what is here.

You worked at the arctic station. At the Antarctica. Science station. And it has happened something. No one is here. You walk the labyrinth with office rooms. And hero has amnesia.  Memory lost. But it is returning to him. You are worker at this station. You write scripts. But you are not scientist. Scientists are doing something here. You do not know what they are doing.

And so you awaken. And nothing is here. You are  walking the labyrinth. And you try to remember. Scientists did some  experiments. They did not calculate something. They worked with some virus. It was taken from ice. Or mold. Something about biological material, something about this. No idea. And next it happened crash. Evacuation. Everyone is going to exit.

A week before, there were news that it is something wrong with scientists. Crash at the storehouse. Technical problems. But you did not take this into account.  

You did not reach evacuation point. And you find out yourself in medicine block. And some medical things they gave you. And next everything is with a fog. And you walk to some place. And was hit by electric shock. Earthquake it was here. And part of station is damaged.

You have already seen some monsters. You find a pistol. And walk with office rooms. Block A. A1,A8,A10. These are about different office rooms. With computers. And there items different there. For example firm diskette. With blue star – symbol of station. As quest. You read. Items are different. Take item. For example, pistol. Or diskette. If in the room, for example, it is written. There is terminal or computer here. So can try to interact with object.

Little game is obtaining a story.

Basic Pascal version 1.18 "Duckling" – most newest version. In this version there are 4 new games! Puddles at Countryside, Duckling Pseudo 3D, Road to Countryside, Duckling Goes 2D. And even more retro games! It is a pack of retro games with modern versions of Basic and Pascal.

It is now in development new version Basic Pascal pack games. This game will be included in a new version.

Basic Pascal: http://www.dimalink.tv-games.ru/games/basicpascal/index_eng.html Website: http://www.dimalink.tv-games.ru/home_eng.html Itchio: https://dimalink.itch.io/basic-pascal

[1hyunjae]

[yellowgnomeboots]

Crocheting... a square.

Once it becomes square you put an edging on it and it becomes a mat, perhaps for a plant.

Under normal circumstances, if I wanted a flat rectangular thing I'd knit it, but obviously I need to learn these basic crochet things. And the texture is quite nice.