36 citations · 122 across the 30 of their papers we have counts for
4 papers · 1 filter
How to Rent GPUs on a Budget
Zhouzi Li, Benjamin Berg, Arpan Mukhopadhyay +1
The explosion in Machine Learning (ML) over the past ten years has led to a dramatic increase in demand for GPUs to train ML models. Because it is prohibitively expensive for most…
Analysis of Markovian Arrivals and Service with Applications to Intermittent Overload
Isaac Grosof, Yige Hong, Mor Harchol-Balter
In many important real-world queueing settings, arrival and service rates fluctuate over time. We consider the MAMS system, where the arrival and service rates each vary according…
Can Increasing the Hit Ratio Hurt Cache Throughput? (Long Version)
Ziyue Qiu, Juncheng Yang, Mor Harchol-Balter
Software caches are an intrinsic component of almost every computer system. Consequently, caching algorithms, particularly eviction policies, are the topic of many papers. Almost a…
Asymptotically Optimal Scheduling of Multiple Parallelizable Job Classes
Benjamin Berg, Benjamin Moseley, Weina Wang +1
Modern computing workloads are often composed of parallelizable jobs. A parallelizable job can be completed more quickly when run on additional servers. However, each job can only…