Nvidia's KV Cache Transform Coding (KVTC) compresses LLM key-value cache by 20x without model changes, cutting GPU memory costs and time-to-first-token by up to 8x for multi-turn AI applications.

In the early days of computing, everything ran quite a bit slower than what we see today. This was not only because the computers' central processing units – CPUs – were slow, but also because ...

Abstract: This paper proposes a Web cache replacement algorithm that considers object size and usage in its design. The algorithm is characterized by a parameter k, which is used as a criterion to ...

Abstract: With the popularity of cloud services, Cloud Block Storage (CBS) systems have been widely deployed by cloud providers. Cloud cache plays a vital role in maintaining high and stable ...

A dedicated GPU has its own video memory and is installed on a separate graphics card. These provide the best visual quality and are used by graphic designers and serious gamers, but they use more ...

In June 2016, Nicola Mendelsohn, Facebook’s VP for Europe, the Middle East and Africa, spent several minutes of a panel at a Fortune conference talking about how Facebook was witnessing video overtake ...

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A high-performance and light-weight request forwarding system for vLLM large scale deployments, providing advanced load balancing methods and prefill/decode disaggregation support. Retries are enabled ...