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Kubernetes scheduling: Taxonomy, ongoing issues and challenges
Continuous integration enables the development of microservices-based applications using
container virtualization technology. Container orchestration systems such as Kubernetes …
container virtualization technology. Container orchestration systems such as Kubernetes …
Serverless computing: state-of-the-art, challenges and opportunities
Serverless computing is growing in popularity by virtue of its lightweight and simplicity of
management. It achieves these merits by reducing the granularity of the computing unit to …
management. It achieves these merits by reducing the granularity of the computing unit to …
A petavoxel fragment of human cerebral cortex reconstructed at nanoscale resolution
To fully understand how the human brain works, knowledge of its structure at high resolution
is needed. Presented here is a computationally intensive reconstruction of the ultrastructure …
is needed. Presented here is a computationally intensive reconstruction of the ultrastructure …
Pond: Cxl-based memory pooling systems for cloud platforms
Public cloud providers seek to meet stringent performance requirements and low hardware
cost. A key driver of performance and cost is main memory. Memory pooling promises to …
cost. A key driver of performance and cost is main memory. Memory pooling promises to …
Llumnix: Dynamic scheduling for large language model serving
Inference serving for large language models (LLMs) is the key to unleashing their potential
in people's daily lives. However, efficient LLM serving remains challenging today because …
in people's daily lives. However, efficient LLM serving remains challenging today because …
{SkyPilot}: An intercloud broker for sky computing
To comply with the increasing number of government regulations about data placement and
processing, and to protect themselves against major cloud outages, many users want the …
processing, and to protect themselves against major cloud outages, many users want the …
Borg: the next generation
This paper analyzes a newly-published trace that covers 8 different Borg [35] clusters for the
month of May 2019. The trace enables researchers to explore how scheduling works in …
month of May 2019. The trace enables researchers to explore how scheduling works in …
Carbon-aware computing for datacenters
A Radovanović, R Koningstein… - … on Power Systems, 2022 - ieeexplore.ieee.org
The amount of CO emitted per kilowatt-hour on an electricity grid varies by time of day and
substantially varies by location due to the types of generation. Networked collections of …
substantially varies by location due to the types of generation. Networked collections of …
Autopilot: workload autoscaling at google
In many public and private Cloud systems, users need to specify a limit for the amount of
resources (CPU cores and RAM) to provision for their workloads. A job that exceeds its limits …
resources (CPU cores and RAM) to provision for their workloads. A job that exceeds its limits …
An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems
Cloud services have recently started undergoing a major shift from monolithic applications,
to graphs of hundreds or thousands of loosely-coupled microservices. Microservices …
to graphs of hundreds or thousands of loosely-coupled microservices. Microservices …