Tootfinder

Proactive and Reactive Autoscaling Techniques for Edge Computing
Suhrid Gupta, Muhammed Tawfiqul Islam, Rajkumar Buyya
https://arxiv.org/abs/2510.10166 https://

Proactive and Reactive Autoscaling Techniques for Edge Computing
Edge computing allows for the decentralization of computing resources. This decentralization is achieved through implementing microservice architectures, which require low latencies to meet stringent service level agreements (SLA) such as performance, reliability, and availability metrics. While cloud computing offers the large data storage and computation resources necessary to handle peak demands, a hybrid cloud and edge environment is required to ensure SLA compliance. Several auto-scaling a…

India is rolling out millions of smart meters that are doing more than tracking energy use—they're fundamentally reshaping the grid.
As rooftop solar and EVs spread, decentralized RF mesh networks connect devices affordably while multiple vendors collaborate to keep the system resilient. The focus: financial sustainability and renewable energy ambitions.

India’s smart metering boom reshapes grid through decentralized IoT
India’s power system is rapidly decentralizing as electricity demand, rooftop solar, electric vehicles, and distributed generation expand, turning a one-way grid into a dynamic network that increasingly depends on decentralized data systems such as RF mesh networks.

Perdido numa ilha deserta, o português avista uma moça agarrada num
barril, a uns duzentos metros da praia. Imediatamente, ele pula na
šgua para ajudš-la. Assim que chegam na ilha e a moça recupera a sua
consciência, ela diz:
-- Agora, para mostrar a minha gratidão, eu vou lhe dar uma coisa
que acho que você não vê hš muito tempo.
E o portuga:
-- Não vš me dizer que tem chopp dentro do barril!

ROV pilots filmed this giant phantom jelly, or Stygiomedusa gigantea,
at 253 meters during an ROV descent to explore the
Colorado-Rawson submarine canyon wall. #ArgentinianDeepSeeps
https://

Schmidt Ocean Institute (@schmidtocean.bsky.social)
ROV pilots filmed this giant phantom jelly, or Stygiomedusa gigantea, at 253 meters during an ROV descent to explore the Colorado-Rawson submarine canyon wall. #ArgentinianDeepSeeps

"Unfortunately, in attempting to do so, we erroneously deleted the data directory of the primary"
jfc we have all been there, if you haven't then it doesn't mean you're perfect it probably just means you haven't done ops enough.
This is what hugops are for.
"Post-mortem of the September 2 Matrix.org outage"

Tired of #BigTech? Explore the Rise of Decentralized #SocialMedia in #2026
> Why it matters now. Apps are smoother. Mobile experiences are better. More people want user control and #privacy. Crea…

Why it matters to create and maintain open-source infrastructure for security monitoring including collection of forums and malicious communication channels.
This is a strong example (Google dark web report is discontinued) of the risks of relying solely on commercial vendors. If a capability does not align with their business interests or generate sufficient revenue, it can be discontinued at any time. Open-source infrastructure helps ensure continuity, transparency, and long-term ac…

"But as you can see, the programs do come at a cost... we estimate about $27.4m a year goes to the administrative costs and also the projected fare revenue reduction."
I'm waiting for the slide where they estimate the much higher cost of all the unmetered parking spaces across the city, and of turning off meters at 6pm and on Sundays. I'm sure that'll definitely be later in this presentation, right?

> The upshot is that, whereas it used to take upwards of 12 minutes to join Matrix HQ […] now down to about 30 seconds
In #matrix , room joins occur after you start to enjoy the loading spinner.
https://