2 citations · 2 across the 4 of their papers we have counts for
4 papers
The Bitter Lesson of Tool Calling
Ishan Patel, Sahil Sen, Elias Lumer +1
Tool use transforms LLMs into agents that act beyond their training data, and for code-capable models, programmatic tool calling extends this further by replacing rigid JSON calls…
PolyKV: A Shared Asymmetrically-Compressed KV Cache Pool for Multi-Agent LLM Inference
Ishan Patel, Ishan Joshi
We present PolyKV, a system in which multiple concurrent inference agents share a single, asymmetrically compressed KV cache pool. Rather than allocating a separate KV cache per ag…
Accelerating R-based Analytics on the Cloud
Ishan Patel, Andrew Rau-Chaplin, Blesson Varghese
This paper addresses how the benefits of cloud-based infrastructure can be harnessed for analytical workloads. Often the software handling analytical workloads is not developed by…
RBioCloud: A Light-weight Framework for Bioconductor and R-based Jobs on the Cloud
Ishan Patel, Blesson Varghese, Adam Barker
Large-scale ad hoc analytics of genomic data is popular using the R-programming language supported by 671 software packages provided by Bioconductor. More recently, analytical jobs…