@inproceedings{10.1145/3698038.3698542,author={Bashir, Noman and Gohil, Varun and Subramanya, Anagha Belavadi and Shahrad, Mohammad and Irwin, David and Olivetti, Elsa and Delimitrou, Christina},title={The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling},year={2024},isbn={9798400712869},publisher={Association for Computing Machinery},address={New York, NY, USA},url={https://doi.org/10.1145/3698038.3698542},doi={10.1145/3698038.3698542},booktitle={Proceedings of the 2024 ACM Symposium on Cloud Computing},pages={542–551},numpages={10},keywords={Sustainable computing, datacenters, metrics, operational and embodied carbon footprint, scheduling, sustainability},location={Redmond, WA, USA},series={SoCC '24},}
The Importance of Generalizability in Machine Learning for Systems
@article{genmlforsys,author={Gohil, Varun and Dev, Sundar and Upasani, Gaurang and Lo, David and Ranganathan, Parthasarathy and Delimitrou, Christina},journal={IEEE Computer Architecture Letters},title={The Importance of Generalizability in Machine Learning for Systems},year={2024},volume={23},number={01},issn={1556-6064},pages={95-98},keywords={bandwidth;data models;bayes methods;uncertainty;computational modeling;predictive models;internet},doi={10.1109/LCA.2024.3384449},publisher={IEEE Computer Society},address={Los Alamitos, CA, USA},month=jan,award={One of the three papers selected as Best of IEEE Computer Architecture Letters in 2024},award_name={Best of CAL 2024}}
Sabre: Hardware-Accelerated Snapshot Compression for Serverless MicroVMs
@inproceedings{sabre,author={Lazarev, Nikita and Gohil, Varun and Tsai, James and Anderson, Andy and Chitlur, Bhushan and Zhang, Zhiru and Delimitrou, Christina},title={Sabre: {Hardware-Accelerated} Snapshot Compression for Serverless {MicroVMs}},booktitle={18th USENIX Symposium on Operating Systems Design and Implementation (OSDI 24)},year={2024},isbn={978-1-939133-40-3},address={Santa Clara, CA},pages={1--18},url={https://www.usenix.org/conference/osdi24/presentation/lazarev},publisher={USENIX Association},month=jul,video={https://www.usenix.org/conference/osdi24/presentation/lazarev},}
2021
Performance optimization opportunities in the Android software stack
@inproceedings{GOHIL2021100003,title={Performance optimization opportunities in the Android software stack},booktitle={BenchCouncil Transactions on Benchmarks Standards},volume={1},number={1},pages={100003},year={2021},issn={2772-4859},doi={https://doi.org/10.1016/j.tbench.2021.100003},url={https://www.sciencedirect.com/science/article/pii/S277248592100003X},author={Gohil, Varun and Ujjainkar, Nisarg and Mekie, Joycee and Awasthi, Manu},keywords={CPU utilization, Android smartphone, Workload characterization},video={https://youtu.be/rXfwBpVlTi0},}
Fixed-Posit: A Floating-Point Representation for Error-Resilient Applications
@inproceedings{9399648,author={Gohil, Varun and Walia, Sumit and Mekie, Joycee and Awasthi, Manu},booktitle={IEEE Transactions on Circuits and Systems II: Express Briefs},title={Fixed-Posit: A Floating-Point Representation for Error-Resilient Applications},year={2021},volume={68},number={10},pages={3341-3345},doi={10.1109/TCSII.2021.3072217},}
2020
[Re] One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
@article{gohil2019one,title={[Re] One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers},author={Gohil, Varun and Narayanan, S Deepak and Jain, Atishay},journal={NeurIPS Reproducibility Challenge 2019, ReScience-C},year={2020},}
@inproceedings{10.1145/3371158.3371230,author={Dutta, Ritik and Gohil, Varun and Jain, Atishay},title={Effect of Feature Hashing on Fair Classification},year={2020},isbn={9781450377386},publisher={Association for Computing Machinery},address={New York, NY, USA},url={https://doi.org/10.1145/3371158.3371230},doi={10.1145/3371158.3371230},booktitle={Young Researchers Symposium, Proceedings of the 7th ACM IKDD CoDS and 25th COMAD},pages={365–366},numpages={2},location={Hyderabad, India},series={CoDS COMAD 2020},}
@inproceedings{254296,author={V, Subisha and Gohil, Varun and Ujjainkar, Nisarg and Awasthi, Manu},title={Prefetching in Hybrid Main Memory Systems},booktitle={12th {USENIX} Workshop on Hot Topics in Storage and File Systems (HotStorage 20)},year={2020},url={https://www.usenix.org/conference/hotstorage20/presentation/v},publisher={{USENIX} Association},month=jul,video={https://2459d6dc103cb5933875-c0245c5c937c5dedcca3f1764ecc9b2f.ssl.cf2.rackcdn.com/hotstorage20/hotstorage20-paper86-video-long-gohil.mp4},}
@inproceedings{Gohil:2019:FFA:3302541.3313102,author={Gohil, Varun and Singh, Shreyas and Awasthi, Manu},title={FAB: Framework for Analyzing Benchmarks},booktitle={Companion of the 2019 ACM/SPEC International Conference on Performance Engineering},series={ICPE '19},year={2019},isbn={978-1-4503-6286-3},location={Mumbai, India},pages={33--36},numpages={4},url={http://doi.acm.org/10.1145/3302541.3313102},doi={10.1145/3302541.3313102},acmid={3313102},publisher={ACM},address={New York, NY, USA},keywords={instruction mix, workload analysis, workload selection, workload similarity},}
@inproceedings{Parikh:2018:MME:3241539.3267737,author={Parikh, Nisarg and Gohil, Varun and Awasthi, Manu},title={META: Memory Exploration Tool for Android Devices},booktitle={Poster Track, Proceedings of the 24th Annual International Conference on Mobile Computing and Networking},series={MobiCom '18},year={2018},isbn={978-1-4503-5903-0},location={New Delhi, India},pages={774--776},numpages={3},url={http://doi.acm.org/10.1145/3241539.3267737},doi={10.1145/3241539.3267737},acmid={3267737},publisher={ACM},address={New York, NY, USA},keywords={memory hierarchy, mobile computer architecture, simulation},}