Akanksha Jain

According to our database, Akanksha Jain authored at least 14 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Orchestrating a DNN training job using an iScheduler Framework: a use case.

Manikya Swathi Vallabhajosyula, Sandeep Satish Budhya, Akanksha Jain, Maaz Baig, Rajiv Ramnath

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

Mobile Robot based Personalized Thermal Comfort Scheme.

Hyunju Kim, Geon Kim, Akanksha Jain, Dongman Lee

Proceedings of the 21st International Conference on Ubiquitous Robots, 2024

A New Formulation of Neural Data Prefetching.

Quang Duong, Akanksha Jain, Calvin Lin

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

Limoncello: Prefetchers for Scale.

Akanksha Jain, Hannah Lin, Carlos Villavieja, Baris Kasikci, Chris Kennelly, Milad Hashemi, Parthasarathy Ranganathan

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2022

Practical Temporal Prefetching With Compressed On-Chip Metadata.

Hao Wu, Krishnendra Nathella, Matthew Pabst, Dam Sunwoo, Akanksha Jain, Calvin Lin

IEEE Trans. Computers, 2022

Effective Mimicry of Belady's MIN Policy.

Ishan Shah, Akanksha Jain, Calvin Lin

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021

A hierarchical neural model of data prefetching.

Zhan Shi, Akanksha Jain, Kevin Swersky, Milad Hashemi, Parthasarathy Ranganathan, Calvin Lin

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2019

Cache Replacement Policies

Akanksha Jain, Calvin Lin

Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01762-9, 2019

Temporal Prefetching Without the Off-Chip Metadata.

Hao Wu, Krishnendra Nathella, Joseph Pusdesris, Dam Sunwoo, Akanksha Jain, Calvin Lin

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Applying Deep Learning to the Cache Replacement Problem.

Zhan Shi, Xiangru Huang, Akanksha Jain, Calvin Lin

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Efficient metadata management for irregular data prefetching.

Hao Wu, Krishnendra Nathella, Dam Sunwoo, Akanksha Jain, Calvin Lin

Proceedings of the 46th International Symposium on Computer Architecture, 2019

2018

Rethinking Belady's Algorithm to Accommodate Prefetching.

Akanksha Jain, Calvin Lin

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

2016

Back to the Future: Leveraging Belady's Algorithm for Improved Cache Replacement.

Akanksha Jain, Calvin Lin

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

2013

Linearizing irregular memory accesses for improved correlated prefetching.

Akanksha Jain, Calvin Lin

Proceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture, 2013