[PDF][PDF] Adaptive Resource Allocation to Enhance the Kubernetes Performance for Large-Scale Clusters
The advent of cloud computing has led to a dramatic increase in the deployment of hyper-
scale, diverse workloads in containerized form on cloud infrastructures. This expansion …
scale, diverse workloads in containerized form on cloud infrastructures. This expansion …
[PDF][PDF] Towards Resource E iciency: Practical Insights into Large-Scale Spark Workloads at ByteDance
Y Wu, X Huang, Z Wei, H Cheng, C Xin, Z Chen… - vldb.org
At ByteDance, where we execute over a million Spark jobs and handle 500PB of shu ed
data daily, ensuring resource e ciency is paramount for cost savings. However, achieving …
data daily, ensuring resource e ciency is paramount for cost savings. However, achieving …
[PDF][PDF] ResLake: Towards Minimum Job Latency and Balanced Resource Utilization in Geo-distributed Job Scheduling
At internet scale companies like ByteDance, data is generated and consumed at enormously
high speed by many di erent applications. Achieving low latency on such big data jobs is an …
high speed by many di erent applications. Achieving low latency on such big data jobs is an …