Quiver: An informed storage cache for deep learning
We introduce Quiver, an informed storage cache for deep learning training (DLT) jobs in a
cluster of GPUs. Quiver employs domain-specific intelligence within the caching layer, to …
cluster of GPUs. Quiver employs domain-specific intelligence within the caching layer, to …
Vswapper: A memory swapper for virtualized environments
The number of guest virtual machines that can be consolidated on one physical host is
typically limited by the memory size, motivating memory overcommitment. Guests are given …
typically limited by the memory size, motivating memory overcommitment. Guests are given …
{XLH}: More effective memory deduplication scanners through cross-layer hints
Limited main memory size is the primary bottleneck for consolidating virtual machines (VMs)
on hosting servers. Memory deduplication scanners reduce the memory footprint of VMs by …
on hosting servers. Memory deduplication scanners reduce the memory footprint of VMs by …
[PDF][PDF] Benchmarking the performance of Microsoft Hyper-V server, VMWare ES** in a virtual file system for cloud-based shared content
SSR Tallamraju, T Luthra, R Malhotra - US Patent 10,025,796, 2018 - Google Patents
A server in a cloud-based environment is interfaced with storage devices that store shared
content accessible by two or more user devices that interact with the cloud-based service …
content accessible by two or more user devices that interact with the cloud-based service …
A new disk I/O model of virtualized cloud environment
In a traditional virtualized cloud environment, using asynchronous I/O in the guest file system
and synchronous I/O in the host file system to handle an asynchronous user disk write …
and synchronous I/O in the host file system to handle an asynchronous user disk write …
Cashing in on the Cache in the Cloud
Over the past decades, caching has become the key technology used for bridging the
performance gap across memory hierarchies via temporal or spatial localities; in particular …
performance gap across memory hierarchies via temporal or spatial localities; in particular …
Low latency and low defect media file transcoding using optimized storage, retrieval, partitioning, and delivery techniques
T Luthra, R Malhotra, B Huh - US Patent 12,058,355, 2024 - Google Patents
Abstract Systems, methods and computer program products for high-performance, low
latency start-up of large shared media files. A method for low latency startup with low defect …
latency start-up of large shared media files. A method for low latency startup with low defect …