Arm’s Mohamed Awad, senior vice president and general manager for data center infrastructure, said in March that at the end ...

As someone who has spent the better part of two decades optimizing distributed systems—from early MapReduce clusters to ...

Summary Currently, torch's FSDP2 (Fully Sharded Data Parallel 2) does not support having multiple different data types (dtypes) for parameters within the same module. This limitation restricts the ...

Amazon has recently announced the general availability of Amazon Aurora DSQL, a PostgreSQL-compatible, serverless, and distributed database. The new managed service is designed to support active ...

Hammerspace's David Flynn talks with theCUBE about developing a parallel NFS architecture that could revolutionize data storage.

Large deep neural network (DNN) models have demonstrated exceptional performance across diverse downstream tasks. Sharded data parallelism (SDP) has been widely used to reduce the memory footprint of ...

A new technical paper titled “MegaMmap: Blurring the Boundary Between Memory and Storage for Data-Intensive Workloads” was published by researchers at Illinois Institute of Technology. “In this work, ...