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An introduction to the compute express link (cxl) interconnect
D Das Sharma, R Blankenship, D Berger - ACM Computing Surveys, 2024 - dl.acm.org
The Compute Express Link (CXL) is an open industry-standard interconnect between
processors and devices such as accelerators, memory buffers, smart network interfaces …
processors and devices such as accelerators, memory buffers, smart network interfaces …
Fifo queues are all you need for cache eviction
As a cache eviction algorithm, FIFO has a lot of attractive properties, such as simplicity,
speed, scalability, and flash-friendliness. The most prominent criticism of FIFO is its low …
speed, scalability, and flash-friendliness. The most prominent criticism of FIFO is its low …
{SIEVE} is simpler than {LRU}: an efficient {Turn-Key} eviction algorithm for web caches
Caching is an indispensable technique for low-cost and fast data serving. The eviction
algorithm, at the heart of a cache, has been primarily designed to maximize efficiency …
algorithm, at the heart of a cache, has been primarily designed to maximize efficiency …
FIFO can be Better than LRU: the Power of Lazy Promotion and Quick Demotion
LRU has been the basis of cache eviction algorithms for decades, with a plethora of
innovations on improving LRU's miss ratio and throughput. While it is well-known that FIFO …
innovations on improving LRU's miss ratio and throughput. While it is well-known that FIFO …
Cocktail edge caching: Ride dynamic trends of content popularity with ensemble learning
Edge caching will play a critical role in facilitating the emerging content-rich applications.
However, it faces many new challenges, in particular, the highly dynamic content popularity …
However, it faces many new challenges, in particular, the highly dynamic content popularity …
TTLs matter: Efficient cache sizing with TTL-aware miss ratio curves and working set sizes
In-memory caches play a pivotal role in optimizing distributed systems by significantly
reducing query response times. Correctly sizing these caches is critical, especially …
reducing query response times. Correctly sizing these caches is critical, especially …
Agile cache replacement in edge computing via offline-online deep reinforcement learning
One fundamental problem of content caching in edge computing is how to replace contents
in edge servers with limited capacities to meet the dynamic requirements of users without …
in edge servers with limited capacities to meet the dynamic requirements of users without …
Seer: Enabling {Future-Aware} Online Caching in Networked Systems
J Lei, V Shrivastav - 21st USENIX Symposium on Networked Systems …, 2024 - usenix.org
State-intensive network and distributed applications rely heavily on online caching heuristics
for high performance. However, there remains a fundamental performance gap between …
for high performance. However, there remains a fundamental performance gap between …
AI-driven proactive content caching for 6G
To address the limitations of the current proactive content caching technology for the 6th
generation (6G) mobile network, this article comprehensively analyzes the complex …
generation (6G) mobile network, this article comprehensively analyzes the complex …
FLOWS: Balanced MRC profiling for heterogeneous object-size cache
While Miss Ratio Curve (MRC) profiling methods based on spatial sampling are effective in
modeling cache behaviors, previous MRC studies lack in-depth analysis of profiling errors …
modeling cache behaviors, previous MRC studies lack in-depth analysis of profiling errors …