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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 …
Managing Memory Tiers with {CXL} in Virtualized Environments
Cloud providers seek to deploy CXL-based memory to increase aggregate memory
capacity, reduce costs, and lower carbon emissions. However, CXL accesses incur higher …
capacity, reduce costs, and lower carbon emissions. However, CXL accesses incur higher …
Sustainable LLM Serving: Environmental Implications, Challenges, and Opportunities
Large language models (LLMs) have been widely used for their ability to handle complex
natural language tasks with high accuracy. The lifecycle of LLMs development and …
natural language tasks with high accuracy. The lifecycle of LLMs development and …
GreenLLM: Disaggregating Large Language Model Serving on Heterogeneous GPUs for Lower Carbon Emissions
LLMs have been widely adopted across many real-world applications. However, their
widespread use comes with significant environmental costs due to their high computational …
widespread use comes with significant environmental costs due to their high computational …
The Unpaid Toll: Quantifying the Public Health Impact of AI
The surging demand for AI has led to a rapid expansion of energy-intensive data centers,
impacting the environment through escalating carbon emissions and water consumption …
impacting the environment through escalating carbon emissions and water consumption …
Dense Server Design for Immersion Cooling
The growing demands for computational power in cloud computing have led to a significant
increase in the deployment of high-performance servers. The growing power consumption of …
increase in the deployment of high-performance servers. The growing power consumption of …
Self-maintaining [networked] systems: The rise of datacenter robotics!
The vision of self-maintaining systems is to make cloud hardware automatically servicing
and repairing using robotics. We define a self-maintaining system as one where software …
and repairing using robotics. We define a self-maintaining system as one where software …
The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling
The rapid increase in computing demand and corresponding energy consumption have
focused attention on computing's impact on the climate and sustainability. Prior work …
focused attention on computing's impact on the climate and sustainability. Prior work …
[PDF][PDF] A call for research on storage emissions
Major cloud providers have committed to lowering carbon emissions by 2030 across their
datacenters, and research has contributed many ideas on how this may be achieved …
datacenters, and research has contributed many ideas on how this may be achieved …
Reducing smart phone environmental footprints with in-memory processing
Smart phones have revolutionized the availability of computing to the consumer. Recently,
smart phones have been aggressively integrating artificial intelligence (AI) capabilities into …
smart phones have been aggressively integrating artificial intelligence (AI) capabilities into …