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A new technical paper titled “Accelerating LLM Inference via Dynamic KV Cache Placement in Heterogeneous Memory System” was ...
Traditionally, databases and big data software have been built mirroring the realities of hardware: memory is fast, transient and expensive, disk is slow, permanent and cheap. But as hardware is ...
Currently, TMO enables transparent memory offloading across millions of servers in our datacenters, resulting in memory savings of 20%–32%. Of this, 7%–19% is from the application containers, while ...
Optane Memory uses a "least recently used" (LRU) approach to determine what gets stored in the fast cache. All initial data reads come from the slower HDD storage, and the data gets copied over to ...
In-memory data grids and in-memory databases, both key elements of an in-memory computing platform, have gained recognition and mindshare as more and more companies have deployed them successfully.
Caching and Memory Semantics PCIe devices transfer data and flag across the PCIe Link (s) using the load-store I/O protocol while enforcing the producer-consumer ordering model for data consistency.
Figure 1 A high-level view shows where cache stands in the memory hierarchy. Source: Arteris This process operates based on two key points. First, when a program running on the CPU does something ...
IBM Research has been working on new non-volatile magnetic memory for over two decades. Non-volatile memory is wonderful for retaining data without power, but it is extremely slow, and does not ...
CXL memory is transforming data centers with high-speed, low-latency solutions essential for advanced applications such as AI and big data analytics.
The differences between IMDGs and IMDBs are more technical in nature, but both offer ways to accelerate development and deployment of data-driven applications.
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