2 citations · 4 across the 5 of their papers we have counts for
5 papers
Valet: Efficient Data Placement on Modern SSDs
Devashish R. Purandare, Peter Alvaro, Avani Wildani +2
The increasing demand for SSDs coupled with scaling difficulties has left manufacturers scrambling for newer SSD interfaces which promise better performance and durability. While t…
Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL
Vishwanath Seshagiri, Siddharth Balyan, Vaastav Anand +5
Logging is a critical function in modern distributed applications, but the lack of standardization in log query languages and formats creates significant challenges. Developers cur…
Spatial Transfer Learning for Estimating PM2.5 in Data-poor Regions
Shrey Gupta, Yongbee Park, Jianzhao Bi +4
Air pollution, especially particulate matter 2.5 (PM2.5), is a pressing concern for public health and is difficult to estimate in developing countries (data-poor regions) due to a…
ISTRBoost: Importance Sampling Transfer Regression using Boosting
Shrey Gupta, Jianzhao Bi, Yang Liu +1
Current Instance Transfer Learning (ITL) methodologies use domain adaptation and sub-space transformation to achieve successful transfer learning. However, these methodologies, in…
MITHRIL: Mining Sporadic Associations for Cache Prefetching
Juncheng Yang, Reza Karimi, Trausti Sæmundsson +2
The growing pressure on cloud application scalability has accentuated storage performance as a critical bottle- neck. Although cache replacement algorithms have been extensively st…