… the ROMANet methodology that aims at reducing the number of memory accesses, … network
using a design space exploration, based on the knowledge of the available on-chip memory …

… However, the book goes further and distills a fundamental method of crafting solutions to
new network bottlenecks that we call network algorithmics. This provides the reader tools to …

… Although many researchers have presented various PIM methods, only a few PIM systems
… For instance, a circuit-level PIM based on SRAM array stores network weights in SRAM cells, …

… which interact via a communication network. The diversity in cores … multicore processors
has been focussed on this methodology… Various thermal management methods—voltage and …

… In summary, both the existing partitioning and unified memory-based methods load the
graph based on coarsegrained activeness tracking, fundamentally limiting their performance …

… methods: memory block prefetching and compute block merging for the best resource load
matching, and memory block eviction for the minimum on-chip memory … scheduling method. …

… how this design facilitates effective memory management for various decoding methods (§4.4) …
Superneurons: Dynamic GPU memory management for training deep neural networks. In …

… Prototype Implementation Figure 5a illustrates our design of a CXL network topology to
disaggregate memory resources, and the corresponding implementation in a real system is …

… memory hierarchies and leads to stranded compute, network… The methodology to identify
the ideal fraction of such working … transparent memory management for memory bandwidth-…

… memory devices is to maintain the cache coherently. In this paper, we presented a number
of methods … and which type of protocol used for network topology and provided the type of …