Perma.cc VS Cloud GPU

• Permanent Archiving
  Perma.cc allows users to create permanent records of web pages, ensuring that the content is preserved even if the original page changes or is deleted.
• Ease of Use
  The platform is user-friendly, allowing users to easily create, manage, and access their archived links without requiring technical expertise.
• Legal and Academic Reliability
  Perma.cc is widely used and recognized by legal professionals and academics for its ability to provide reliable web citations that do not suffer from link rot.
• Free Access for Non-Profits
  Non-profit organizations and schools often receive free access, enabling cost-effective preservation of web resources critical to research and education.
• Integration with Libraries
  Perma.cc is integrated with many libraries and institutions, which helps streamline digital permanence for academic research and scholarly commitments.

Possible disadvantages

• Limited Free Usage
  While Perma.cc offers free access for non-profits, individual free accounts have limitations on the number of links that can be archived without a subscription.
• Dependence on Institutional Support
  The long-term sustainability of the service relies heavily on institutional backing and ongoing funding, which could be a risk if such support were to wane.
• Potential Privacy Concerns
  Since Perma.cc archives public snapshots of web pages, there could be privacy considerations for websites or individuals concerned about the storage of sensitive information.
• Subscription Costs
  For users requiring more extensive archiving capabilities, subscription fees may be prohibitive, particularly for individuals or small organizations.

• Scalability
  Cloud GPUs offer scalable resources, allowing users to easily adjust the amount of GPU power they need depending on their workloads without investing in physical hardware.
• Cost-Effectiveness
  Pay-as-you-go pricing models and the absence of upfront costs for hardware make cloud GPUs a cost-effective solution for organizations that require flexibility in processing power.
• Accessibility
  Cloud GPUs provide remote access to powerful computational resources, enabling users to perform graphic-intensive tasks from any location with an internet connection.
• Integration and Ecosystem
  Cloud GPUs integrate seamlessly with other cloud services within the Google Cloud ecosystem, enhancing productivity and operational efficiency.
• Maintenance-Free
  By using cloud GPUs, users are relieved of the responsibility of maintaining and upgrading hardware, which is handled by the cloud provider.

Possible disadvantages

• Latency
  Cloud-based solutions can sometimes suffer from latency issues, especially if the user is geographically distant from the data center.
• Data Security and Privacy
  Using cloud-based GPUs involves transferring data to and from the cloud, which may raise concerns about data security and privacy depending on the sensitivity of the information.
• Dependency on Internet Connection
  The performance and reliability of cloud GPUs are heavily dependent on a stable and fast internet connection.
• Potential Costs for High Usage
  While flexible pricing is a benefit, costs can escalate quickly with extensive GPU usage, potentially becoming more expensive than maintaining on-premises hardware for prolonged workloads.
• Learning Curve
  Adopting cloud GPUs requires technical knowledge and training, which may involve a learning curve for teams unfamiliar with cloud technologies.

• URL shortener links stored in your ATProto PDS

  I think a happy medium is a link shortener that uses https://perma.cc/ for links. - Source: Hacker News / 3 months ago

• Wikipedia bans Archive.today after site executed DDoS and altered web captures

  It seems a lot of people havent heard of it, but I think its worth plugging https://perma.cc/ which is really the appropriate tool for something like Wikipedia to be using to archive pages. Mroe https://en.wikipedia.org/wiki/Perma.cc. - Source: Hacker News / 9 months ago

• Archive.today CAPTCHA page executes DDoS; Wikipedia considers banning site

  I found it valuable to read archive.is owner's blog: https://lj.rossia.org/users/archive_today/ Personally I am finding this situation problematic and am seeking immediate replacement. Wayback Machine seems better but I am thinking of... - Source: Hacker News / 9 months ago

View more

• Does Google Cloud GPU use physical GPUS or are they emulated

  Per https://cloud.google.com/gpu, they use NVIDIA L4, P100, P4, T4, V100, and A100 GPUs. These are physical units loaded into servers and then shared to the OS by the hypervisor. Source: over 3 years ago

• Fine-tuning?

  You probably can't do it through onedrive, though I'm not sure if MS has something like that that carries over into other services. The thing you need is GPU power, not storage. Most people use something like google cloud... Source: over 3 years ago

• Home Server - Student

  Uh, you ask these questions before you buy the hardware. There are various tools you could have used for free, or for cheap instead of spending $2500 on equipment, and not even seemingly the right equipment. You would know more than me,... Source: almost 4 years ago

View more