We investigate runtime environment characteristics and explore the challenges of conventional in-memory graph processing. This system-level analysis includes empirical results and observations, which ...

You will see a pie chart that shows how much memory is used by apps, cached files, and swap files. Swap files are the files that store your virtual memory on your disk.

Virtual memory refers to the space on your computer’s hard drive that is temporarily used by the operating system as if it were RAM. When your computer runs out of RAM, it automatically uses virtual ...

This post was authored by Liang Yang, Principal Performance Engineer on the Hyper-V team and Jos de Bruijn, Senior Program Manager on the SQL Server team. With Windows Server 2016, Microsoft has ...

Virtual machine (VM) templates play a crucial role in large-scale computing environments by enabling rapid deployment, ensuring consistency, and improving efficiency.

The Virtual Memory Page Fault Profiler is a kernel-level tool that monitors and analyzes the page fault rates and CPU utilization of user processes running Linux. The profiler, which is implemented as ...

Graph processing is data driven, and general purpose graph computation requires a high degree of random data access. Despite great progress in disk technology, it still cannot provide the level of ...

A research team has introduced a new out-of-core mechanism, Capsule, for large-scale GNN training, which can achieve up to a 12.02× improvement in runtime efficiency, while using only 22.24% of ...

Virtual law firm Scale said Tuesday that it has brought on small Texas intellectual property firm Creedon in the first of what it hopes may be a series of acquisitions.