Enabling Sustainable Cloud Computing With Low-Carbon Server Design.

Fiodar Kazhamiaka

Jaylen Wang Daniel S. Berger Fiodar Kazhamiaka Celine Irvene Chaojie Zhang Esha Choukse Kali Frost Rodrigo Fonseca Brijesh Warrier Chetan Bansal Jonathan Stern Ricardo Bianchini Akshitha Sriraman Enabling Sustainable Cloud Computing With Low-Carbon Server Design. 19-28 2025 July - August 45 IEEE Micro 4 https://doi.org/10.1109/MM.2025.3572955 db/journals/micro/micro45.html#WangBKIZCFFWBSBS25 streams/journals/micro

Daniel S. Berger Yuhong Zhong Pantea Zardoshti Shuwei Teng Fiodar Kazhamiaka Rodrigo Fonseca Octopus: Scalable Low-Cost CXL Memory Pooling. 2025 January abs/2501.09020 CoRR https://doi.org/10.48550/arXiv.2501.09020 db/journals/corr/corr2501.html#abs-2501-09020 streams/journals/corr

Felipe Oviedo Fiodar Kazhamiaka Esha Choukse Allen Kim Amy Luers Melanie Nakagawa Ricardo Bianchini Juan M. Lavista Ferres Energy Use of AI Inference: Efficiency Pathways and Test-Time Compute. 2025 September abs/2509.20241 CoRR https://doi.org/10.48550/arXiv.2509.20241 db/journals/corr/corr2509.html#abs-2509-20241 streams/journals/corr

Milin Kodnongbua Zachary Englhardt Ricardo Bianchini Rodrigo Fonseca Alvin R. Lebeck Daniel S. Berger Vikram Iyer Fiodar Kazhamiaka Adriana Schulz Dense Server Design for Immersion Cooling. 210:1-210:20 2024 December 43 ACM Trans. Graph. 6 https://doi.org/10.1145/3687965 db/journals/tog/tog43.html#KodnongbuaEBFLBIKS24 streams/journals/tog

Jaylen Wang Daniel S. Berger Fiodar Kazhamiaka Celine Irvene Chaojie Zhang Esha Choukse Kali Frost Rodrigo Fonseca Brijesh Warrier Chetan Bansal Jonathan Stern Ricardo Bianchini Akshitha Sriraman Designing Cloud Servers for Lower Carbon. 452-470 2024 ISCA https://doi.org/10.1109/ISCA59077.2024.00041 conf/isca/2024 db/conf/isca/isca2024.html#WangBKIZCFFWBSBS24 streams/conf/isca Bilge Acun Benjamin C. Lee Fiodar Kazhamiaka Kiwan Maeng Udit Gupta 0001 Manoj Chakkaravarthy David Brooks 0001 Carole-Jean Wu Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters. 118-132 2023 ASPLOS (2) https://doi.org/10.1145/3575693.3575754 conf/asplos/2023-2 db/conf/asplos/asplos2023-2.html#AcunLKMGC0W23 Jialun Lyu Jaylen Wang Kali Frost Chaojie Zhang Celine Irvene Esha Choukse Rodrigo Fonseca Ricardo Bianchini Fiodar Kazhamiaka Daniel S. Berger Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms. 7:1-7:7 2023 HotCarbon https://doi.org/10.1145/3604930.3605717 https://www.wikidata.org/entity/Q130813655 conf/hotcarbon/2023 db/conf/hotcarbon/hotcarbon2023.html#LyuWFZICFBKB23

Akshay Agrawal 0001 Stephen P. Boyd Deepak Narayanan Fiodar Kazhamiaka Matei Zaharia Allocation of fungible resources via a fast, scalable price discovery method. 593-622 2022 14 Math. Program. Comput. 3 https://doi.org/10.1007/s12532-022-00220-6 db/journals/mpc/mpc14.html#AgrawalBNKZ22

Nirvik Baruah Peter Kraft Fiodar Kazhamiaka Peter Bailis Matei Zaharia Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations. 760-771 2022 16 Proc. VLDB Endow. 4 https://www.vldb.org/pvldb/vol16/p760-kraft.pdf https://doi.org/10.14778/3574245.3574260 https://www.wikidata.org/entity/Q131111558 db/journals/pvldb/pvldb16.html#BaruahKKBZ22

Fiodar Kazhamiaka Yashar Ghiassi-Farrokhfal Srinivasan Keshav Catherine Rosenberg Comparison of Different Approaches for Solar PV and Storage Sizing. 499-511 2022 7 IEEE Trans. Sustain. Comput. 3 https://doi.org/10.1109/TSUSC.2019.2946246 db/journals/tsusc/tsusc7.html#KazhamiakaGKR22

Arduin Findeis Fiodar Kazhamiaka Scott Jeen Srinivasan Keshav Beobench: a toolkit for unified access to building simulations for reinforcement learning. 374-382 2022 e-Energy https://doi.org/10.1145/3538637.3538866 conf/eenergy/2022 db/conf/eenergy/eenergy2022.html#FindeisKJK22 Peter Kraft Fiodar Kazhamiaka Peter Bailis Matei Zaharia Data-Parallel Actors: A Programming Model for Scalable Query Serving Systems. 1059-1074 2022 NSDI https://www.usenix.org/conference/nsdi22/presentation/kraft conf/nsdi/2022 db/conf/nsdi/nsdi2022.html#KraftKBZ22 Fiodar Kazhamiaka Matei Zaharia Peter Bailis Challenges and Opportunities for Autonomous Vehicle Query Systems. 2021 CIDR https://vldb.org/cidrdb/2021/challenges-and-opportunities-for-autonomous-vehicle-query-systems.html conf/cidr/2021 db/conf/cidr/cidr2021.html#KazhamiakaZB21 Brad Guanqiao Huang Fiodar Kazhamiaka Srinivasan Keshav Sizing Solar Panels and Storage for Multiple Roofs. 84-94 2021 e-Energy https://doi.org/10.1145/3447555.3464858 conf/eenergy/2021 db/conf/eenergy/eenergy2021.html#HuangKK21 Deepak Narayanan Fiodar Kazhamiaka Firas Abuzaid Peter Kraft Akshay Agrawal 0001 Srikanth Kandula Stephen P. Boyd Matei Zaharia Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. 521-537 2021 SOSP https://doi.org/10.1145/3477132.3483588 conf/sosp/2021 db/conf/sosp/sosp2021.html#NarayananKAKAKB21

Akshay Agrawal 0001 Stephen P. Boyd Deepak Narayanan Fiodar Kazhamiaka Matei Zaharia Allocation of Fungible Resources via a Fast, Scalable Price Discovery Method. 2021 abs/2104.00282 CoRR https://arxiv.org/abs/2104.00282 db/journals/corr/corr2104.html#abs-2104-00282

Deepak Narayanan Fiodar Kazhamiaka Firas Abuzaid Peter Kraft Matei Zaharia Don't Give Up on Large Optimization Problems; POP Them! 2021 abs/2104.06513 CoRR https://arxiv.org/abs/2104.06513 db/journals/corr/corr2104.html#abs-2104-06513

Deepak Narayanan Fiodar Kazhamiaka Firas Abuzaid Peter Kraft Akshay Agrawal 0001 Srikanth Kandula Stephen P. Boyd Matei Zaharia Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. 2021 abs/2110.11927 CoRR https://arxiv.org/abs/2110.11927 db/journals/corr/corr2110.html#abs-2110-11927

Deepak Narayanan Keshav Santhanam Fiodar Kazhamiaka Amar Phanishayee Matei Zaharia Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads. 481-498 2020 OSDI https://www.usenix.org/conference/osdi20/presentation/narayanan-deepak conf/osdi/2020 db/conf/osdi/osdi2020.html#NarayananSKPZ20

Deepak Narayanan Keshav Santhanam Fiodar Kazhamiaka Amar Phanishayee Matei Zaharia Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads. 2020 abs/2008.09213 CoRR https://arxiv.org/abs/2008.09213 db/journals/corr/corr2008.html#abs-2008-09213

Fiodar Kazhamiaka Catherine Rosenberg Srinivasan Keshav Tractable lithium-ion storage models for optimizing energy systems. 2019 2 Energy Inform. 1 https://doi.org/10.1186/s42162-019-0070-6 https://www.wikidata.org/entity/Q127925657 db/journals/eninf/eninf2.html#KazhamiakaRK19

Sun Sun Fiodar Kazhamiaka Srinivasan Keshav Catherine Rosenberg Using Synthetic Traces for Robust Energy System Sizing. 251-262 2019 e-Energy https://doi.org/10.1145/3307772.3328306 conf/eenergy/2019 db/conf/eenergy/eenergy2019.html#SunKKR19 Fiodar Kazhamiaka Srinivasan Keshav Catherine Rosenberg Adaptive Battery Control with Neural Networks. 536-543 2019 e-Energy https://doi.org/10.1145/3307772.3331032 conf/eenergy/2019 db/conf/eenergy/eenergy2019.html#KazhamiakaKR19 Fiodar Kazhamiaka Yashar Ghiassi-Farrokhfal Srinivasan Keshav Catherine Rosenberg Robust and Practical Approaches for Solar PV and Storage Sizing. 146-156 2018 e-Energy https://doi.org/10.1145/3208903.3208935 conf/eenergy/2018 db/conf/eenergy/eenergy2018.html#KazhamiakaGKR18 Florian Niedermeier Fiodar Kazhamiaka Hermann de Meer Energy supply aware power planning for flexible loads. 2:1-2:6 2016 E2DC@e-Energy https://doi.org/10.1145/2940679.2940681 conf/e2dc/2016 db/conf/e2dc/e2dc2016.html#NiedermeierKM16 Fiodar Kazhamiaka Catherine Rosenberg Srinivasan Keshav Karl-Heinz Pettinger Li-ion storage models for energy system optimization: the accuracy-tractability tradeoff. 17:1-17:12 2016 e-Energy https://doi.org/10.1145/2934328.2934345 https://www.wikidata.org/entity/Q59652298 conf/eenergy/2016 db/conf/eenergy/eenergy2016.html#KazhamiakaRKP16 Sajjad Rizvi Xi Li Bernard Wong 0001 Fiodar Kazhamiaka Benjamin Cassell Mayflower: Improving Distributed Filesystem Performance Through SDN/Filesystem Co-Design. 384-394 2016 ICDCS https://doi.org/10.1109/ICDCS.2016.39 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2016.39 conf/icdcs/2016 db/conf/icdcs/icdcs2016.html#RizviLWKC16 Firas Abuzaid Bilge Acun Akshay Agrawal 0001 Peter Bailis Chetan Bansal Nirvik Baruah Daniel S. Berger Ricardo Bianchini Stephen P. Boyd David Brooks 0001 Benjamin Cassell Manoj Chakkaravarthy Esha Choukse Zachary Englhardt Juan Lavista FerresJuan M. Lavista Ferres Arduin Findeis Rodrigo Fonseca Kali Frost Yashar Ghiassi-Farrokhfal Udit Gupta 0001 Brad Guanqiao Huang Celine Irvene Vikram Iyer Scott Jeen Srikanth Kandula Srinivasan Keshav Allen Kim Milin Kodnongbua Peter Kraft Alvin R. Lebeck Benjamin C. Lee Xi Li Amy Luers Jialun Lyu Kiwan Maeng Hermann de Meer Melanie Nakagawa Deepak Narayanan Florian Niedermeier Felipe Oviedo Karl-Heinz Pettinger Amar Phanishayee Sajjad Rizvi Catherine Rosenberg Keshav Santhanam Adriana Schulz Akshitha Sriraman Jonathan Stern Sun Sun Shuwei Teng Jaylen Wang Brijesh Warrier Bernard Wong 0001 Carole-Jean Wu Matei Zaharia Pantea Zardoshti Chaojie Zhang Yuhong Zhong