As computation continues to move into the cloud, the computing platform of interest no longer resembles a pizza box or a refrigerator, but a warehouse full of computers. These new large datacenters are quite different from traditional hosting facilities of earlier times and cannot be viewed simply as a collection of co-located servers. Large portions of the hardware and software resources in these facilities must work in concert to efficiently deliver good levels of Internet service performance, something that can only be achieved by a holistic approach to their design and deployment. In other words, we must treat the datacenter itself as one massive warehouse-scale computer (WSC). We describe the architecture of WSCs, the main factors influencing their design, operation, and cost structure, and the characteristics of their software base. We hope it will be useful to architects and programmers of today's WSCs, as well as those of future many-core platforms which may one day implement the equivalent of today's WSCs on a single board. Table of Contents: Introduction / Workloads and Software Infrastructure / Hardware Building Blocks / Datacenter Basics / Energy and Power Efficiency / Modeling Costs / Dealing with Failures and Repairs / Closing Remarks
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- Hanafy W, Liang Q, Bashir N, Irwin D and Shenoy P (2023). CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency, Proceedings of the ACM on Measurement and Analysis of Computing Systems, 7:3, (1-28), Online publication date: 7-Dec-2023.
- Guo B, Yu J, Yang D, Leng H and Liao B (2022). Energy-Efficient Database Systems: A Systematic Survey, ACM Computing Surveys, 55:6, (1-53), Online publication date: 31-Jul-2023.
- Mccauley J, Shenker S and Varghese G (2023). Extracting the Essential Simplicity of the Internet, Communications of the ACM, 66:2, (64-74), Online publication date: 1-Feb-2023.
- Liang M, Gan Y, Li Y, Torres C, Dhanotia A, Ketkar M and Delimitrou C Ditto: End-to-End Application Cloning for Networked Cloud Services Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, (222-236)
- Gan Y, Liang M, Dev S, Lo D and Delimitrou C (2022). Practical and Scalable ML-Driven Cloud Performance Debugging With Sage, IEEE Micro, 42:4, (27-36), Online publication date: 1-Jul-2022.
- Patterson L, Pigorovsky D, Dempsey B, Lazarev N, Shah A, Steinhoff C, Bruno A, Hu J and Delimitrou C HiveMind Proceedings of the 49th Annual International Symposium on Computer Architecture, (800-816)
- Song W, Delimitrou C, Shen Z, Renesse R, Weatherspoon H, Benmohamed L, Vaulx F and Mahmoudi C (2021). CacheInspector, ACM Transactions on Architecture and Code Optimization, 18:3, (1-25), Online publication date: 30-Sep-2021.
- Gan Y, Liang M, Dev S, Lo D and Delimitrou C Sage: practical and scalable ML-driven performance debugging in microservices Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, (135-151)
- Zhang Y, Hua W, Zhou Z, Suh G and Delimitrou C Sinan: ML-based and QoS-aware resource management for cloud microservices Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, (167-181)
- Mayer R and Jacobsen H (2020). Scalable Deep Learning on Distributed Infrastructures, ACM Computing Surveys, 53:1, (1-37), Online publication date: 31-Jan-2021.
- Paraschis L, Bock H, Sadasivarao A, Syed S, Sommerkorn-Krombholz B, Rahn J, Lu B, Pedro J, Doolan P and Kandappan P (2020). System innovations in open WDM DCI networks, Photonic Network Communications, 40:3, (269-280), Online publication date: 1-Dec-2020.
- Rasouli N, Razavi R and Faragardi H (2020). EPBLA: energy-efficient consolidation of virtual machines using learning automata in cloud data centers, Cluster Computing, 23:4, (3013-3027), Online publication date: 1-Dec-2020.
- Qiu H, Banerjee S, Jha S, Kalbarczyk Z and Iyer R FIRM Proceedings of the 14th USENIX Conference on Operating Systems Design and Implementation, (805-825)
- Melnik S, Gubarev A, Long J, Romer G, Shivakumar S, Tolton M, Vassilakis T, Ahmadi H, Delorey D, Min S, Pasumansky M and Shute J (2020). Dremel, Proceedings of the VLDB Endowment, 13:12, (3461-3472), Online publication date: 1-Aug-2020.
- Abts D, Ross J, Sparling J, Wong-VanHaren M, Baker M, Hawkins T, Bell A, Thompson J, Kahsai T, Kimmell G, Hwang J, Leslie-Hurd R, Bye M, Creswick E, Boyd M, Venigalla M, Laforge E, Purdy J, Kamath P, Maheshwari D, Beidler M, Rosseel G, Ahmad O, Gagarin G, Czekalski R, Rane A, Parmar S, Werner J, Sproch J, Macias A and Kurtz B Think fast Proceedings of the ACM/IEEE 47th Annual International Symposium on Computer Architecture, (145-158)
- Rezaei H and Vamanan B ResQueue: A Smarter Datacenter Flow Scheduler Proceedings of The Web Conference 2020, (2599-2605)
- Takruri H, Kettaneh I, Alquraan A and Al-Kiswany S FLAIR Proceedings of the 17th Usenix Conference on Networked Systems Design and Implementation, (723-738)
- Kabaciński W, Rajewski R and Al-Tameemi A (2019). Rearrangeable elastic optical switch with two connection rates and spectrum conversion capability, Photonic Network Communications, 39:1, (78-90), Online publication date: 1-Feb-2020.
- Liu J, Zhang J, Li J and Liu L A High-Performance Storage System Based with Dual RAID Engine Smart Computing and Communication, (53-62)
- Kannan R, Laurenzano M, Ahn J, Mars J and Tang L (2019). Caliper, ACM Transactions on Architecture and Code Optimization, 16:3, (1-25), Online publication date: 20-Aug-2019.
- Xu X, Zhang N, Cui M, He J and Surana R Characterization and prediction of performance interference on mediated passthrough GPUs for interference-aware scheduler Proceedings of the 11th USENIX Conference on Hot Topics in Cloud Computing, (14-14)
- Ding Y, Mishra N and Hoffmann H Generative and multi-phase learning for computer systems optimization Proceedings of the 46th International Symposium on Computer Architecture, (39-52)
- Gan Y, Zhang Y, Cheng D, Shetty A, Rathi P, Katarki N, Bruno A, Hu J, Ritchken B, Jackson B, Hu K, Pancholi M, He Y, Clancy B, Colen C, Wen F, Leung C, Wang S, Zaruvinsky L, Espinosa M, Lin R, Liu Z, Padilla J and Delimitrou C An Open-Source Benchmark Suite for Microservices and Their Hardware-Software Implications for Cloud & Edge Systems Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, (3-18)
- Gan Y, Zhang Y, Hu K, Cheng D, He Y, Pancholi M and Delimitrou C Seer Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, (19-33)
- Sung H, Min J, Ha S and Eom H (2019). OMBM, Cluster Computing, 22:1, (161-174), Online publication date: 1-Mar-2019.
- Nitu V, Kocharyan A, Yaya H, Tchana A, Hagimont D and Astsatryan H (2018). Working Set Size Estimation Techniques in Virtualized Environments, ACM SIGMETRICS Performance Evaluation Review, 46:1, (62-63), Online publication date: 17-Jan-2019.
- Lebre A, Pastor J, Simonet A and Südholt M (2018). Putting the Next 500 VM Placement Algorithms to the Acid Test: The Infrastructure Provider Viewpoint, IEEE Transactions on Parallel and Distributed Systems, 30:1, (204-217), Online publication date: 1-Jan-2019.
- Ghose S, Yaglikçi A, Gupta R, Lee D, Kudrolli K, Liu W, Hassan H, Chang K, Chatterjee N, Agrawal A, O'Connor M and Mutlu O (2018). What Your DRAM Power Models Are Not Telling You, Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2:3, (1-41), Online publication date: 21-Dec-2018.
- Gatla O, Zheng M, Hameed M, Dubeyko V, Manzanares A, Blagojevic F, Guyot C and Mateescu R (2018). Towards Robust File System Checkers, ACM Transactions on Storage, 14:4, (1-25), Online publication date: 15-Dec-2018.
- Romero F and Delimitrou C Mage Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, (1-13)
- Shaw S, Singh A and Tripathi S (2018). Optimum Utilization of Resources Through Restricted Virtual Machine Migration and Efficient VM Placement in Cloud Data Center, International Journal of Distributed Systems and Technologies, 9:4, (1-19), Online publication date: 1-Oct-2018.
- Zhang H and Hoffmann H Performance & Energy Tradeoffs for Dependent Distributed Applications Under System-wide Power Caps Proceedings of the 47th International Conference on Parallel Processing, (1-11)
- Abdallah M, Griwodz C, Chen K, Simon G, Wang P and Hsu C (2018). Delay-Sensitive Video Computing in the Cloud, ACM Transactions on Multimedia Computing, Communications, and Applications, 14:3s, (1-29), Online publication date: 30-Jun-2018.
- Olson M, Teague J, Rao D, JANTZ M, Doshi K and Kulkarni P (2018). Cross-Layer Memory Management to Improve DRAM Energy Efficiency, ACM Transactions on Architecture and Code Optimization, 15:2, (1-27), Online publication date: 22-Jun-2018.
- Nitu V, Kocharyan A, Yaya H, Tchana A, Hagimont D and Astsatryan H Working Set Size Estimation Techniques in Virtualized Environments Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems, (62-63)
- Stewart I and Erickson A (2018). The influence of datacenter usage on symmetry in datacenter network design, The Journal of Supercomputing, 74:6, (2276-2313), Online publication date: 1-Jun-2018.
- Nitu V, Teabe B, Tchana A, Isci C and Hagimont D Welcome to zombieland Proceedings of the Thirteenth EuroSys Conference, (1-12)
- Nitu V, Kocharyan A, Yaya H, Tchana A, Hagimont D and Astsatryan H (2018). Working Set Size Estimation Techniques in Virtualized Environments, Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2:1, (1-22), Online publication date: 3-Apr-2018.
- Gatla O, Hameed M, Zheng M, Dubeyko V, Manzanares A, Blagojevic F, Guyot C and Mateescu R Towards robust file system checkers Proceedings of the 16th USENIX Conference on File and Storage Technologies, (105-121)
- Skarlatos D, Kim N and Torrellas J Pageforge Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, (302-314)
- Ware F, Gopalakrishnan L, Linstadt E, McKee S, Vogelsang T, Wright K, Hampel C and Bronner G Do superconducting processors really need cryogenic memories? Proceedings of the International Symposium on Memory Systems, (183-188)
- Chang K, Yağlıkçı A, Ghose S, Agrawal A, Chatterjee N, Kashyap A, Lee D, O'Connor M, Hassan H and Mutlu O (2017). Understanding Reduced-Voltage Operation in Modern DRAM Devices, Proceedings of the ACM on Measurement and Analysis of Computing Systems, 1:1, (1-42), Online publication date: 13-Jun-2017.
- Delimitrou C and Kozyrakis C (2017). Bolt, ACM SIGPLAN Notices, 52:4, (599-613), Online publication date: 12-May-2017.
- Delimitrou C and Kozyrakis C (2017). Bolt, ACM SIGARCH Computer Architecture News, 45:1, (599-613), Online publication date: 11-May-2017.
- Delimitrou C and Kozyrakis C Bolt Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, (599-613)
- Mathew D, Zulian É, Kannoth S, Jung M, Weis C and Wehn N A Bank-Wise DRAM Power Model for System Simulations Proceedings of the 9th Workshop on Rapid Simulation and Performance Evaluation: Methods and Tools, (1-7)
- Skach M, Arora M, Hsu C, Li Q, Tullsen D, Tang L and Mars J (2017). Thermal Time Shifting: Decreasing Data Center Cooling Costs with Phase-Change Materials, IEEE Internet Computing, 21:4, (34-43), Online publication date: 1-Jan-2017.
- Jantz M, Robinson F and Kulkarni P (2016). Impact of Intrinsic Profiling Limitations on Effectiveness of Adaptive Optimizations, ACM Transactions on Architecture and Code Optimization, 13:4, (1-26), Online publication date: 28-Dec-2016.
- Morii H and Takahashi Y Performance Analysis of Server Operation with Block Hiring Policy in Cloud Services Proceedings of the 11th International Conference on Queueing Theory and Network Applications, (1-6)
- Zhang X, Wu Y and Zhao C (2016). MrHeter, Cluster Computing, 19:4, (1691-1701), Online publication date: 1-Dec-2016.
- Xu T, Jin X, Huang P, Zhou Y, Lu S, Jin L and Pasupathy S Early detection of configuration errors to reduce failure damage Proceedings of the 12th USENIX conference on Operating Systems Design and Implementation, (619-634)
- Gao M, Delimitrou C, Niu D, Malladi K, Zheng H, Brennan B and Kozyrakis C (2016). DRAF, ACM SIGARCH Computer Architecture News, 44:3, (506-518), Online publication date: 12-Oct-2016.
- Won J, Gratz P, Shakkottai S and Hu J (2016). Resource Sharing Centric Dynamic Voltage and Frequency Scaling for CMP Cores, Uncore, and Memory, ACM Transactions on Design Automation of Electronic Systems, 21:4, (1-25), Online publication date: 22-Sep-2016.
- Tso F, Jouet S and Pezaros D (2016). Network and server resource management strategies for data centre infrastructures, Computer Networks: The International Journal of Computer and Telecommunications Networking, 106:C, (209-225), Online publication date: 4-Sep-2016.
- Zhang H and Hoffmann H (2016). Maximizing Performance Under a Power Cap, ACM SIGARCH Computer Architecture News, 44:2, (545-559), Online publication date: 29-Jul-2016.
- Delimitrou C and Kozyrakis C (2016). HCloud, ACM SIGARCH Computer Architecture News, 44:2, (473-488), Online publication date: 29-Jul-2016.
- Shi Y, Xu B, Zhang B and Wang D Leveraging energy storage to optimize data center electricity cost in emerging power markets Proceedings of the Seventh International Conference on Future Energy Systems, (1-13)
- Gao M, Delimitrou C, Niu D, Malladi K, Zheng H, Brennan B and Kozyrakis C DRAF Proceedings of the 43rd International Symposium on Computer Architecture, (506-518)
- Zhang H and Hoffmann H (2016). Maximizing Performance Under a Power Cap, ACM SIGPLAN Notices, 51:4, (545-559), Online publication date: 9-Jun-2016.
- Delimitrou C and Kozyrakis C (2016). HCloud, ACM SIGPLAN Notices, 51:4, (473-488), Online publication date: 9-Jun-2016.
- Zhou X, Cai H, Cao Q, Jiang H, Tian L and Xie C GreenGear Proceedings of the 2016 International Conference on Supercomputing, (1-14)
- Li H, Wu C, Li Z and Lau F (2016). Virtual machine trading in a federation of clouds, IEEE/ACM Transactions on Networking, 24:3, (1827-1840), Online publication date: 1-Jun-2016.
- Zhang H and Hoffmann H Maximizing Performance Under a Power Cap Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, (545-559)
- Delimitrou C and Kozyrakis C HCloud Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, (473-488)
- Liu L, Li C, Sun H, Hu Y, Gu J, Li T, Xin J and Zheng N (2015). HEB, ACM SIGARCH Computer Architecture News, 43:3S, (463-475), Online publication date: 4-Jan-2016.
- Meyer H, Sancho J, Mrdakovic M, Peng S, Simeonidou D, Miao W and Calabretta N Scaling architecture-on-demand based optical networks Proceedings of the 17th International Conference on Distributed Computing and Networking, (1-10)
- Lu Y, Wu D, He B, Tang X, Xu J and Guo M (2016). Rank-Aware Dynamic Migrations and Adaptive Demotions for DRAM Power Management, IEEE Transactions on Computers, 65:1, (187-202), Online publication date: 1-Jan-2016.
- Jantz M, Robinson F, Kulkarni P and Doshi K (2015). Cross-layer memory management for managed language applications, ACM SIGPLAN Notices, 50:10, (488-504), Online publication date: 18-Dec-2015.
- Maqbool J, Oh S and Fox G (2015). Evaluating ARM HPC clusters for scientific workloads, Concurrency and Computation: Practice & Experience, 27:17, (5390-5410), Online publication date: 10-Dec-2015.
- Vamanan B, Sohail H, Hasan J and Vijaykumar T TimeTrader Proceedings of the 48th International Symposium on Microarchitecture, (585-597)
- Jia G, Han G, Jiang J and Rodrigues J (2015). PARS, Journal of Network and Computer Applications, 58:C, (327-336), Online publication date: 1-Dec-2015.
- Wenli Zheng , Kai Ma and Xiaorui Wang (2015). TE-Shave: Reducing Data Center Capital and Operating Expenses with Thermal Energy Storage, IEEE Transactions on Computers, 64:11, (3278-3292), Online publication date: 1-Nov-2015.
- Jantz M, Robinson F, Kulkarni P and Doshi K Cross-layer memory management for managed language applications Proceedings of the 2015 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications, (488-504)
- Gottscho M, BanaiyanMofrad A, Dutt N, Nicolau A and Gupta P (2015). DPCS, ACM Transactions on Architecture and Code Optimization, 12:3, (1-26), Online publication date: 6-Oct-2015.
- Jang K, Sherry J, Ballani H and Moncaster T (2015). Silo, ACM SIGCOMM Computer Communication Review, 45:4, (435-448), Online publication date: 22-Sep-2015.
- Xu T, Jin L, Fan X, Zhou Y, Pasupathy S and Talwadker R Hey, you have given me too many knobs!: understanding and dealing with over-designed configuration in system software Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, (307-319)
- Zhang Q, Dai Y and Zhang L DSwitch Proceedings of the Sixth ACM Symposium on Cloud Computing, (71-83)
- Jang K, Sherry J, Ballani H and Moncaster T Silo Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, (435-448)
- Catena M, Macdonald C and Tonellotto N Load-sensitive CPU Power Management for Web Search Engines Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, (751-754)
- Yanchao Lu , Bingsheng He , Xueyan Tang and Minyi Guo (2015). Synergy of Dynamic Frequency Scaling and Demotion on DRAM Power Management: Models and Optimizations, IEEE Transactions on Computers, 64:8, (2367-2381), Online publication date: 1-Aug-2015.
- Xin Zhan and Reda S (2015). Power Budgeting Techniques for Data Centers, IEEE Transactions on Computers, 64:8, (2267-2278), Online publication date: 1-Aug-2015.
- Wang P, Cao L, Lai C, Zou L, Sun G and Cong J InterFS Proceedings of the 6th Asia-Pacific Workshop on Systems, (1-8)
- Xu T and Zhou Y (2015). Systems Approaches to Tackling Configuration Errors, ACM Computing Surveys, 47:4, (1-41), Online publication date: 21-Jul-2015.
- Wang C, Nasiriani N, Kesidis G, Urgaonkar B, Wang Q, Chen L, Gupta A and Birke R Recouping Energy Costs From Cloud Tenants Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, (141-150)
- Liu L, Li C, Sun H, Hu Y, Gu J, Li T, Xin J and Zheng N HEB Proceedings of the 42nd Annual International Symposium on Computer Architecture, (463-475)
- Hassan A, Vandierendonck H and Nikolopoulos D Energy-Efficient In-Memory Data Stores on Hybrid Memory Hierarchies Proceedings of the 11th International Workshop on Data Management on New Hardware, (1-8)
- Tan Z, Qian Z, Chen X, Asanovic K and Patterson D (2015). DIABLO, ACM SIGARCH Computer Architecture News, 43:1, (207-221), Online publication date: 29-May-2015.
- Xu Q, Siyamwala H, Ghosh M, Suri T, Awasthi M, Guz Z, Shayesteh A and Balakrishnan V Performance analysis of NVMe SSDs and their implication on real world databases Proceedings of the 8th ACM International Systems and Storage Conference, (1-11)
- Tan Z, Qian Z, Chen X, Asanovic K and Patterson D (2015). DIABLO, ACM SIGPLAN Notices, 50:4, (207-221), Online publication date: 12-May-2015.
- Judd G Attaining the promise and avoiding the pitfalls of TCP in the datacenter Proceedings of the 12th USENIX Conference on Networked Systems Design and Implementation, (145-157)
- Jia G, Han G, Jiang J and Li A (2015). Dynamic Time-slice Scaling for Addressing OS Problems Incurred by Main Memory DVFS in Intelligent System, Mobile Networks and Applications, 20:2, (157-168), Online publication date: 1-Apr-2015.
- Tan Z, Qian Z, Chen X, Asanovic K and Patterson D DIABLO Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, (207-221)
- Loghin D, Tudor B, Zhang H, Ooi B and Teo Y (2015). A performance study of big data on small nodes, Proceedings of the VLDB Endowment, 8:7, (762-773), Online publication date: 1-Feb-2015.
- Imes C and Hoffmann H (2015). Minimizing energy under performance constraints on embedded platforms, ACM SIGBED Review, 11:4, (49-54), Online publication date: 22-Jan-2015.
- Volos S, Picorel J, Falsafi B and Grot B BuMP Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, (545-557)
- Anderson P and Herry H Formalising configuration languages why is this important in practice? Proceedings of the 28th USENIX conference on Large Installation System Administration, (145-145)
- Ramos L and Bianchini R (2014). Robust performance in hybrid-memory cooperative caches, Parallel Computing, 40:9, (514-525), Online publication date: 1-Oct-2014.
- Hwang J, Uppal A, Wood T and Huang H (2014). Mortar, ACM SIGPLAN Notices, 49:7, (53-64), Online publication date: 25-Sep-2014.
- Herodotou H, Ding B, Balakrishnan S, Outhred G and Fitter P Scalable near real-time failure localization of data center networks Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, (1689-1698)
- Qin A, Hu D, Liu J, Yang W and Tan D (2014). Fatman, Proceedings of the VLDB Endowment, 7:13, (1748-1753), Online publication date: 1-Aug-2014.
- Ryckbosch F and Diwan A (2014). Analyzing performance traces using temporal formulas, Software—Practice & Experience, 44:7, (777-792), Online publication date: 1-Jul-2014.
- Cui Z, McKee S, Zha Z, Bao Y and Chen M DTail Proceedings of the 28th ACM international conference on Supercomputing, (43-52)
- Klein C, Maggio M, Årzén K and Hernández-Rodriguez F Brownout: building more robust cloud applications Proceedings of the 36th International Conference on Software Engineering, (700-711)
- Sankar S, Gauthier D and Gurumurthi S Power availability provisioning in large data centers Proceedings of the 11th ACM Conference on Computing Frontiers, (1-9)
- Leverich J and Kozyrakis C Reconciling high server utilization and sub-millisecond quality-of-service Proceedings of the Ninth European Conference on Computer Systems, (1-14)
- Wang D, Govindan S, Sivasubramaniam A, Kansal A, Liu J and Khessib B (2014). Underprovisioning backup power infrastructure for datacenters, ACM SIGARCH Computer Architecture News, 42:1, (177-192), Online publication date: 5-Apr-2014.
- Zahedi S and Lee B (2014). REF, ACM SIGARCH Computer Architecture News, 42:1, (145-160), Online publication date: 5-Apr-2014.
- Delimitrou C and Kozyrakis C (2014). Quasar, ACM SIGARCH Computer Architecture News, 42:1, (127-144), Online publication date: 5-Apr-2014.
- Wang D, Govindan S, Sivasubramaniam A, Kansal A, Liu J and Khessib B (2014). Underprovisioning backup power infrastructure for datacenters, ACM SIGPLAN Notices, 49:4, (177-192), Online publication date: 5-Apr-2014.
- Zahedi S and Lee B (2014). REF, ACM SIGPLAN Notices, 49:4, (145-160), Online publication date: 5-Apr-2014.
- Delimitrou C and Kozyrakis C (2014). Quasar, ACM SIGPLAN Notices, 49:4, (127-144), Online publication date: 5-Apr-2014.
- Atkinson K, Wong G and Ricci R Operational experiences with disk imaging in a multi-tenant datacenter Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation, (217-228)
- Chen S, Wang Y and Pedram M Concurrent placement, capacity provisioning, and request flow control for a distributed cloud infrastructure Proceedings of the conference on Design, Automation & Test in Europe, (1-6)
- Kim J, Sabry M, Atienza D, Vaidyanathan K and Gross K Global fan speed control considering non-ideal temperature measurements in enterprise servers Proceedings of the conference on Design, Automation & Test in Europe, (1-6)
- Gao Y, Gupta S, Wang Y and Pedram M An energy-aware fault tolerant scheduling framework for soft error resilient cloud computing systems Proceedings of the conference on Design, Automation & Test in Europe, (1-6)
- Hwang J, Uppal A, Wood T and Huang H Mortar Proceedings of the 10th ACM SIGPLAN/SIGOPS international conference on Virtual execution environments, (53-64)
- Freire A, Macdonald C, Tonellotto N, Ounis I and Cacheda F A self-adapting latency/power tradeoff model for replicated search engines Proceedings of the 7th ACM international conference on Web search and data mining, (13-22)
- Wang D, Govindan S, Sivasubramaniam A, Kansal A, Liu J and Khessib B Underprovisioning backup power infrastructure for datacenters Proceedings of the 19th international conference on Architectural support for programming languages and operating systems, (177-192)
- Zahedi S and Lee B REF Proceedings of the 19th international conference on Architectural support for programming languages and operating systems, (145-160)
- Delimitrou C and Kozyrakis C Quasar Proceedings of the 19th international conference on Architectural support for programming languages and operating systems, (127-144)
- Vanderbauwhede W, Frolov A, Chalamalasetti S and Margala M (2014). A hybrid CPU-FPGA system for high throughput (10Gb/s) streaming document classification, ACM SIGARCH Computer Architecture News, 41:5, (53-58), Online publication date: 18-Dec-2013.
- Saleh O, Gropengieβer F, Betz H, Mandarawi W and Sattler K Monitoring and Autoscaling IaaS Clouds Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing, (387-392)
- Delimitrou C and Kozyrakis C (2013). QoS-Aware scheduling in heterogeneous datacenters with paragon, ACM Transactions on Computer Systems, 31:4, (1-34), Online publication date: 1-Dec-2013.
- Ayoub R, Nath R and Rosing T (2013). CoMETC, ACM Transactions on Design Automation of Electronic Systems, 19:1, (1-28), Online publication date: 1-Dec-2013.
- Hoffmann H Racing and pacing to idle Proceedings of the Workshop on Power-Aware Computing and Systems, (1-5)
- Jia G, Li X, Wan J, Shi L and Wang C Coordinate page allocation and thread group for improving main memory power efficiency Proceedings of the Workshop on Power-Aware Computing and Systems, (1-5)
- Xu T, Zhang J, Huang P, Zheng J, Sheng T, Yuan D, Zhou Y and Pasupathy S Do not blame users for misconfigurations Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles, (244-259)
- Vanderbauwhede W, Frolov A, Azzopardi L, Chalamalasetti S and Margala M High throughput filtering using FPGA-acceleration Proceedings of the 22nd ACM international conference on Information & Knowledge Management, (1245-1248)
- Wang B, Wu B, Li D, Shen X, Yu W, Jiao Y and Vetter J Exploring hybrid memory for GPU energy efficiency through software-hardware co-design Proceedings of the 22nd international conference on Parallel architectures and compilation techniques, (93-102)
- Klein C, Maggio M, Årzén K and Hernández-Rodriguez F Introducing service-level awareness in the cloud Proceedings of the 4th annual Symposium on Cloud Computing, (1-2)
- Esposito F, Matta I and Ishakian V (2013). Slice embedding solutions for distributed service architectures, ACM Computing Surveys, 46:1, (1-29), Online publication date: 1-Oct-2013.
- Hoffmann H, Maggio M, Santambrogio M, Leva A and Agarwal A A generalized software framework for accurate and efficient management of performance goals Proceedings of the Eleventh ACM International Conference on Embedded Software, (1-10)
- Porter G, Strong R, Farrington N, Forencich A, Chen-Sun P, Rosing T, Fainman Y, Papen G and Vahdat A (2013). Integrating microsecond circuit switching into the data center, ACM SIGCOMM Computer Communication Review, 43:4, (447-458), Online publication date: 19-Sep-2013.
- Ahn J, Son Y and Kim J (2013). Scalable high-radix router microarchitecture using a network switch organization, ACM Transactions on Architecture and Code Optimization, 10:3, (1-25), Online publication date: 16-Sep-2013.
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- Govindan S, Wang D, Sivasubramaniam A and Urgaonkar B (2013). Aggressive Datacenter Power Provisioning with Batteries, ACM Transactions on Computer Systems, 31:1, (1-31), Online publication date: 1-Feb-2013.
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- Bairavasundaram L, Soundararajan G, Mathur V, Voruganti K and Srinivasan K (2012). Responding rapidly to service level violations using virtual appliances, ACM SIGOPS Operating Systems Review, 46:3, (32-40), Online publication date: 18-Dec-2012.
- Liu Q, Da Silva D, Theodoropoulos G and Liu E Towards an agent-based symbiotic architecture for autonomic management of virtualized data centers Proceedings of the Winter Simulation Conference, (1-13)
- Mittal S (2012). A survey of architectural techniques for DRAM power management, International Journal of High Performance Systems Architecture, 4:2, (110-119), Online publication date: 1-Dec-2012.
- Hayes T, Palomar O, Unsal O, Cristal A and Valero M Vector Extensions for Decision Support DBMS Acceleration Proceedings of the 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture, (166-176)
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- Udipi A, Muralimanohar N, Chatterjee N, Balasubramonian R, Davis A and Jouppi N (2010). Rethinking DRAM design and organization for energy-constrained multi-cores, ACM SIGARCH Computer Architecture News, 38:3, (175-186), Online publication date: 19-Jun-2010.
- Abts D, Marty M, Wells P, Klausler P and Liu H Energy proportional datacenter networks Proceedings of the 37th annual international symposium on Computer architecture, (338-347)
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- Keys L, Rivoire S and Davis J The search for energy-efficient building blocks for the data center Proceedings of the 2010 international conference on Computer Architecture, (172-182)
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- Doh I, Kim Y, Park J, Kim E, Choi J, Lee D and Noh S Towards greener data centers with storage class memory Proceedings of the 7th ACM international conference on Computing frontiers, (309-318)
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- Goldszmidt M, Budiu M, Zhang Y and Pechuk M (2010). Toward automatic policy refinement in repair services for large distributed systems, ACM SIGOPS Operating Systems Review, 44:2, (47-51), Online publication date: 14-Apr-2010.
- Sudan K, Chatterjee N, Nellans D, Awasthi M, Balasubramonian R and Davis A Micro-pages Proceedings of the fifteenth International Conference on Architectural support for programming languages and operating systems, (219-230)
- DeHon A, Quinn H and Carter N Vision for cross-layer optimization to address the dual challenges of energy and reliability Proceedings of the Conference on Design, Automation and Test in Europe, (1017-1022)
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- Sudan K, Chatterjee N, Nellans D, Awasthi M, Balasubramonian R and Davis A (2010). Micro-pages, ACM SIGARCH Computer Architecture News, 38:1, (219-230), Online publication date: 5-Mar-2010.
- Verma A, Koller R, Useche L and Rangaswami R SRCMap Proceedings of the 8th USENIX conference on File and storage technologies, (20-20)
- Li H, Casale G and Ellahi T SLA-driven planning and optimization of enterprise applications Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering, (117-128)
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