My Publication
@Google Scholar Profile [link]
- Ahsan Ali, Riccardo Pinciroli, Feng Yan, Evgenia Smirni, Optimizing Inference Serving on Serverless Platforms, in Proceedings of the 48th International Conference on Very Large Data Bases (VLDB 2022), Sydney, Australia, September, 2022.
- Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan Coffee, Naoufal Layad, Jana Thayer, Ryan Herbst, Chun Hong Yoon, Ian Foster. "Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval, The 3rd Workshop on Extreme-Scale Experiment-in-the-Loop Computing(XLOOP) @ SC’21,"Best paper award"
- Syed Zawad, Ahsan Ali, Pin-Yu Chen, Ali Anwar, Yi Zhou, Nathalie Baracaldo, Yuan Tian, and Feng Yan, "Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning", in Proceedings of the AAAI Conference on Artificial Intelligence.(AAAI) Feburary, 2021,( Acceptance rate:1692/7911=21%).
- Riccardo Pinciroli, Ahsan Ali, Feng Yan, Evgenia Smirni, "CEDULE+: Resource ganagement for Burstable Cloud Instances Using Predictive Analytics,, in IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2020.3039942. (TNSM) November, 2020,( Impcat factor:5.930).
- Ahsan Ali*, Riccardo Pinciroli*, Feng Yan, Evgenia Smirni, BATCH: Machine Learning Inference Serving on Serverless Platform with Adaptive Batching, in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC2020), Atlanta, GA, USA, November, 2020 (*Equal Contribution and Co-First Authors,Acceptance rate: 85/380=22%).
- Zheng Chai*, Ahsan Ali*, Syed Zawad*, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng, TiFL: A Tier-based Federated Learning System, in Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2020), Stockholm, Sweden, June, 2020 (*Equal Contribution and Co-First Authors, Full paper, Acceptance rate: 16/71=22%).
- Ahsan Ali, Riccardo Pinciroli, Feng Yan, Evgenia Smirni, It's not a Sprint, it's a Marathon: Stretching Multi-resource Burstable Performance in Public Clouds (industry track), in Proceedings of the ACM/IFIP/USENIX Middleware 2019 (Middleware'19), Davis, CA, USA, December 9--13, 2019 (to appear)(industry track, Acceptance rate: 32%).
- Ahsan Ali, Riccardo Pinciroli, Feng Yan, Evgenia Smirni, CEDULE: A Scheduling Framework for Burstable Performance in Cloud Computing, in Proceedings of the 15th IEEE International Conference on Autonomic Computing (ICAC 2018), Trento, Italy, September 2018.
- Ahsan Ali and Oznur Ozkasap, “Workload Management in Distributed Data Centres: Thermal and Spatial Awareness”, IEEE International Conference on Smart Cloud (Smart Cloud 2016), Nov 2016, NY, USA.
- Ahsan Ali, and Oznur Ozkasap, “Price/Cooling Aware and Delay Sensitive Scheduling in Geographically Distributed Data Centres”, IEEE/IFIP International Workshop on analytics for Network and Service Management (AnNet 2016), Istanbul, Turkey, May 2016. (PDF)
- Ahsan Ali, and Oznur Ozkasap, “Environment-Friendly Energy Efficient Distributed Data Centres”. 30th International Symposium on Computer and Information Sciences(ISCIS 2015) , Springer International Publishing, 2016, 69-79. London, UK. (PDF)
You can also browse my Google Scholar profile [link].