Data serialization is critical for many datacenter applications, but the memory copies
required to move application data into packets are costly. Recent zero-copy APIs expose …

Microsecond I/O will make data serialization a major bottleneck for datacenter applications.
Serialization is fundamentally about data movement: serialization libraries coalesce and …

Embedding models are effective for learning high-dimensional sparse data. Traditionally,
they are deployed in DRAM parameter servers (PS) for online inference access. However …

MPI_Alltoall is a commonly used collective that allows a fixed-size data block to be
exchanged between every pair of processes. The function can be implemented through a …

Modern multi/many-core processors in HPC systems have hundreds of cores with deep
memory hierarchies. HPC applications run at high core counts often experience contention …

As the scale of high-performance computing (HPC) systems continues to grow, increasing
levels of parallelism must be implored to achieve optimal performance. Recently, the …

MPI_Alltoallv generalizes the uniform all-to-all communication (MPI_Alltoall) by enabling the
exchange of data blocks of varied sizes among processes. This function plays a crucial role …

Exascale applications are being increasingly written in modern languages such as Python,
Julia, C++, and Rust. The Message-Passing Interface (MPI), the de facto standard for …

2021-10-07 Assigned to MELLANOX TECHNOLOGIES TLV LTD. reassignment MELLANOX
TECHNOLOGIES TLV LTD. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT …

Software serialization is critical for many datacenter applications, but serialization is costly in
today's datacenters. Datacenter networks have become at least 20x faster in the last 15 …