Massivizing Computer Systems: A Vision to Understand, Design, and Engineer Computer Ecosystems Through and Beyond Modern Distributed Systems
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Alexandru Iosup | Vincent van Beek | Tim Hegeman | Alexandru Uta | Sacheendra Talluri | George Andreadis | Laurens Versluis | Erwin Van Eyk | Lucian Toader | A. Iosup | George Andreadis | Alexandru Uta | L. Versluis | Sacheendra Talluri | L. Toader | T. Hegeman | V. V. Beek
[1] Tijs van der Storm,et al. Solving the bank with Rebel: on the design of the Rebel specification language and its application inside a bank , 2016, ITSLE@SPLASH.
[2] Moshe Y. Vardi. Computer professionals for social responsibility , 2017, Commun. ACM.
[3] Chris Arney. Probably Approximately Correct: Nature's Algorithms for Learning and Prospering in a Complex World , 2014 .
[4] Michael J. Freedman,et al. Aggregation and Degradation in JetStream: Streaming Analytics in the Wide Area , 2014, NSDI.
[5] Alexandru Iosup,et al. An Availability-on-Demand Mechanism for Datacenters , 2015, 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.
[6] Henri E. Bal,et al. P^2-SWAN: Real-Time Privacy Preserving Computation for IoT Ecosystems , 2017, 2017 IEEE 1st International Conference on Fog and Edge Computing (ICFEC).
[7] Alexandru Iosup,et al. Procedural content generation for games: A survey , 2013, TOMCCAP.
[8] Michael Hiltzik. Big Science: Ernest Lawrence and the Invention that Launched the Military-Industrial Complex , 2015 .
[9] Muli Ben-Yehuda,et al. The Reservoir model and architecture for open federated cloud computing , 2009, IBM J. Res. Dev..
[10] Douglas Thain,et al. Report on the first workshop on negative and null results in eScience , 2017, Concurr. Comput. Pract. Exp..
[11] Alexandru Iosup,et al. DGSim: Comparing Grid Resource Management Architectures through Trace-Based Simulation , 2008, Euro-Par.
[12] L. Laporte. Hard Questions: What Effect Does Social Media Have on Democracy? | Facebook Newsroom , 2018 .
[13] V PapadopoulosAlessandro,et al. An Experimental Performance Evaluation of Autoscalers for Complex Workflows , 2018 .
[14] Alan R. Hevner,et al. Design Science in Information Systems Research , 2004, MIS Q..
[15] Artur Andrzejak,et al. Bounding the Resource Savings of Utility Computing Models , 2002 .
[16] Hakim Weatherspoon,et al. RACS: a case for cloud storage diversity , 2010, SoCC '10.
[17] Alexandru Iosup,et al. A Model for Space-Correlated Failures in Large-Scale Distributed Systems , 2010, Euro-Par.
[18] Alexandru Iosup,et al. POGGI: generating puzzle instances for online games on grid infrastructures , 2011, Concurr. Comput. Pract. Exp..
[19] Samuel Williams,et al. Roofline: an insightful visual performance model for multicore architectures , 2009, CACM.
[20] Dejan S. Milojicic,et al. Open Cirrus TM cloud computing testbed: federated data centers for open source systems and services research , 2009, CloudCom 2009.
[21] David A. Patterson,et al. In-datacenter performance analysis of a tensor processing unit , 2017, 2017 ACM/IEEE 44th Annual International Symposium on Computer Architecture (ISCA).
[22] Adriana Iamnitchi,et al. The Social Hourglass: An Infrastructure for Socially Aware Applications and Services , 2012, IEEE Internet Computing.
[23] John Plaice. Computer science is an experimental science , 1995, CSUR.
[24] Siqi Shen,et al. The XFire online meta-gaming network: observation and high-level analysis , 2011, 2011 IEEE International Workshop on Haptic Audio Visual Environments and Games.
[25] S. Gould,et al. Exaptation—a Missing Term in the Science of Form , 1982, Paleobiology.
[26] Moshe Y. Vardi. Where have all the workshops gone? , 2011, Commun. ACM.
[27] Liviu Iftode,et al. Infrastructures for Online Social Networking Services [Guest editorial] , 2012, IEEE Internet Comput..
[28] Paramvir Bahl,et al. Real-Time Video Analytics: The Killer App for Edge Computing , 2017, Computer.
[29] Lucas D. Introna,et al. Picturing Algorithmic Surveillance: The Politics of Facial Recognition Systems , 2002, Surveillance & Society.
[30] Marc Snir,et al. Computer and information science and engineering , 2011, Commun. ACM.
[31] Chris Tofts,et al. Death by a thousand SLAs : a short study of commercial suicide pacts , 2006 .
[32] Alexandru Iosup,et al. On the Performance Variability of Production Cloud Services , 2011, 2011 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.
[33] Teruo Higashino,et al. Edge-centric Computing: Vision and Challenges , 2015, CCRV.
[34] Adriana Iamnitchi,et al. Filecules in High-Energy Physics: Characteristics and Impact on Resource Management , 2006, 2006 15th IEEE International Conference on High Performance Distributed Computing.
[35] Jan Philipp Albrecht,et al. How the GDPR Will Change the World , 2016 .
[36] Mei-Hui Su,et al. Characterization of scientific workflows , 2008, 2008 Third Workshop on Workflows in Support of Large-Scale Science.
[37] Rolf Stadler,et al. Resource Management in Clouds: Survey and Research Challenges , 2015, Journal of Network and Systems Management.
[38] Mahmoud Al-Ayyoub,et al. SDDC: A Software Defined Datacenter Experimental Framework , 2015, 2015 3rd International Conference on Future Internet of Things and Cloud.
[39] Edsger W. Dijkstra. Computing Science: achievements and challenges , 1999, SIAP.
[40] Alexandru Uta,et al. Towards Resource Disaggregation — Memory Scavenging for Scientific Workloads , 2016, 2016 IEEE International Conference on Cluster Computing (CLUSTER).
[41] Alexandru Iosup,et al. Balanced resource allocations across multiple dynamic MapReduce clusters , 2014, SIGMETRICS '14.
[42] V. Marx. Biology: The big challenges of big data , 2013, Nature.
[43] Maryanne M. Gobble,et al. Design Thinking , 2010, The Palgrave Encyclopedia of the Possible.
[44] Maurizio Aiello,et al. Performance assessment and analysis of DNS tunneling tools , 2013, Log. J. IGPL.
[45] Ada Diaconescu,et al. The Notion of Self-aware Computing , 2017, Self-Aware Computing Systems.
[46] Mira Mezini,et al. Ieee Transactions on Software Engineering 1 Automated Api Property Inference Techniques , 2022 .
[47] Fiona Fui-Hoon Nah,et al. A study on tolerable waiting time: how long are Web users willing to wait? , 2004, AMCIS.
[48] Alexandru Iosup,et al. V for Vicissitude: The Challenge of Scaling Complex Big Data Workflows , 2014, 2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.
[49] Andrew S. Tanenbaum. Lessons learned from 30 years of MINIX , 2016, Commun. ACM.
[50] Alexandru Iosup,et al. IaaS cloud benchmarking: approaches, challenges, and experience , 2013, HotTopiCS '13.
[51] Karin Ackermann,et al. What Engineers Know And How They Know It , 2016 .
[52] Alexandru Iosup,et al. The Characteristics and Performance of Groups of Jobs in Grids , 2007, Euro-Par.
[53] Alexandru Iosup,et al. Self-Expressive Management of Business-Critical Workloads in Virtualized Datacenters , 2015, Computer.
[54] Malek Ben Salem,et al. Fog Computing: Mitigating Insider Data Theft Attacks in the Cloud , 2012, 2012 IEEE Symposium on Security and Privacy Workshops.
[55] Alexandru Iosup,et al. Analysis and modeling of time-correlated failures in large-scale distributed systems , 2010, 2010 11th IEEE/ACM International Conference on Grid Computing.
[56] Peter J. Denning,et al. The science in computer science , 2013, CACM.
[57] Alexandru Iosup,et al. An Empirical Performance Evaluation of GPU-Enabled Graph-Processing Systems , 2015, 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing.
[58] Alexandru Iosup,et al. The OpenDC Vision: Towards Collaborative Datacenter Simulation and Exploration for Everybody , 2017, 2017 16th International Symposium on Parallel and Distributed Computing (ISPDC).
[59] Darrel C. Ince,et al. The case for open computer programs , 2012, Nature.
[60] Hani Jamjoom,et al. API Harmony: Graph-based search and selection of APIs in the cloud , 2016, IBM J. Res. Dev..
[61] Bill Howe,et al. Virtual Appliances, Cloud Computing, and Reproducible Research , 2012, Computing in Science & Engineering.
[62] Jim Gray,et al. What next?: A dozen information-technology research goals , 1999, JACM.
[63] Alexandru Iosup,et al. Toxicity detection in multiplayer online games , 2015, 2015 International Workshop on Network and Systems Support for Games (NetGames).
[64] P. Oscar Boykin,et al. WOW: Self-Organizing Wide Area Overlay Networks of Virtual Workstations , 2006, 2006 15th IEEE International Conference on High Performance Distributed Computing.
[65] Alexandru Iosup,et al. Scheduling Jobs in the Cloud Using On-Demand and Reserved Instances , 2013, Euro-Par.
[66] William E. Allcock,et al. The Globus Striped GridFTP Framework and Server , 2005, ACM/IEEE SC 2005 Conference (SC'05).
[67] Antony I. T. Rowstron,et al. IOFlow: a software-defined storage architecture , 2013, SOSP.
[68] Alexandru Iosup,et al. 2Fast : Collaborative Downloads in P2P Networks , 2006, Sixth IEEE International Conference on Peer-to-Peer Computing (P2P'06).
[69] Jan Vitek,et al. R3: repeatability, reproducibility and rigor , 2012, SIGP.
[70] Gordon Lindsay Glegg. The Design Of Design , 1969 .
[71] A. Hopkins. Network pharmacology: the next paradigm in drug discovery. , 2008, Nature chemical biology.
[72] Nazareno Andrade,et al. Labs of the World, Unite!!! , 2006, Journal of Grid Computing.
[73] Andrei Chis,et al. Engineering Academic Software (Dagstuhl Perspectives Workshop 16252) , 2016, Dagstuhl Reports.
[74] Homa Bahrami,et al. Super-flexibility for knowledge enterprises , 2010 .
[75] Silvio Savarese,et al. Structural-RNN: Deep Learning on Spatio-Temporal Graphs , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[76] A. E. Eiben,et al. Introduction to Evolutionary Computing 2nd Edition , 2020 .
[77] Alexandru Iosup,et al. How Well Do Graph-Processing Platforms Perform? An Empirical Performance Evaluation and Analysis , 2014, 2014 IEEE 28th International Parallel and Distributed Processing Symposium.
[78] Alexandru Iosup,et al. When Game Becomes Life The Creators and Spectators of Online Game Replays and Live Streaming , 2016 .
[79] Kees Verstoep,et al. Using Model Checking to Analyze the System Behavior of the LHC Production Grid , 2012, 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012).
[80] Alexandru Iosup,et al. Grid Computing Workloads , 2011, IEEE Internet Computing.
[81] Joseph M. Hellerstein,et al. Distributed GraphLab: A Framework for Machine Learning in the Cloud , 2012, Proc. VLDB Endow..
[82] Zheng Zhang,et al. MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems , 2015, ArXiv.
[83] Liana L. Fong,et al. Analysis and Modeling of Social Influence in High Performance Computing Workloads , 2011, Euro-Par.
[84] Cees T. A. M. de Laat,et al. A Medium-Scale Distributed System for Computer Science Research: Infrastructure for the Long Term , 2016, Computer.
[85] Don Tapscott,et al. The Digital Economy: Promise and Peril in the Age of Networked Intelligence , 2003 .
[86] Hui Li. Realistic Workload Modeling and Its Performance Impacts in Large-Scale eScience Grids , 2010, IEEE Transactions on Parallel and Distributed Systems.
[87] Mahmoud Al-Ayyoub,et al. Software defined cloud: Survey, system and evaluation , 2016, Future Gener. Comput. Syst..
[88] Jennifer M. Schopf,et al. Ten Actions When Grid Scheduling , 2004 .
[89] Péter Kacsuk,et al. Grid Interoperability Solutions in Grid Resource Management , 2009, IEEE Systems Journal.
[90] E. Myers,et al. Basic local alignment search tool. , 1990, Journal of molecular biology.
[91] Ben Y. Zhao,et al. Beyond Social Graphs: User Interactions in Online Social Networks and their Implications , 2012, TWEB.
[92] Alexandru Iosup,et al. On the dynamic resource availability in grids , 2007, 2007 8th IEEE/ACM International Conference on Grid Computing.
[93] L. Evans. The Large Hadron Collider , 2012, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.
[94] Walter F. Tichy,et al. Should Computer Scientists Experiment More? , 1998, Computer.
[95] Peter J. Denning,et al. The Profession of IT, Who Are We -- Now? , 2011 .
[96] Julian Dolby,et al. Opportunities in Software Engineering Research for Web API Consumption , 2017, 2017 IEEE/ACM 1st International Workshop on API Usage and Evolution (WAPI).
[97] K. McLeroy. Thinking of Systems , 2006 .
[98] Moshe Y. Vardi. Technology has social consequences , 2011, CACM.
[99] Alexandru Iosup,et al. The SPEC cloud group's research vision on FaaS and serverless architectures , 2017, WOSC@Middleware.
[100] Hilary Hutchinson,et al. User Preference and Search Engine Latency , 2008 .
[101] Tim Kraska,et al. The Case for Learned Index Structures , 2018 .
[102] Hassan Chafi,et al. The LDBC Social Network Benchmark: Interactive Workload , 2015, SIGMOD Conference.
[103] Dale S. Niederhauser,et al. The Nature of Technology , 2013 .
[104] Michael G. Wagner,et al. On the Scientific Relevance of eSports , 2006, International Conference on Internet Computing.
[105] D. Feitelson. Experimental Computer Science: the Need for a Cultural Change , 2006 .
[106] Kurt Mehlhorn,et al. Publication Culture in Computing Research (Dagstuhl Perspectives Workshop 12452) , 2012, Dagstuhl Reports.
[107] Alex C. Snoeren,et al. Inside the Social Network's (Datacenter) Network , 2015, Comput. Commun. Rev..
[108] Jonas Repschläger,et al. Standardization approaches within Cloud Computing: Evaluation of infrastructure as a service architecture , 2012, 2012 Federated Conference on Computer Science and Information Systems (FedCSIS).
[109] Steven M. Smith,et al. Metrics for measuring ideation effectiveness , 2003 .
[110] Srdjan Capkun,et al. Home is safer than the cloud!: privacy concerns for consumer cloud storage , 2011, SOUPS.
[111] Rajkumar Buyya,et al. The Gridbus Toolkit for Grid and Utility Computing , 2003, CLUSTER.
[112] Bo Hu,et al. Everything as a Service (XaaS) on the Cloud: Origins, Current and Future Trends , 2015, 2015 IEEE 8th International Conference on Cloud Computing.
[113] Demis Hassabis,et al. Mastering the game of Go with deep neural networks and tree search , 2016, Nature.
[114] Pearl Brereton,et al. Lessons from applying the systematic literature review process within the software engineering domain , 2007, J. Syst. Softw..
[115] Alexandru Iosup,et al. Analyzing Implicit Social Networks in Multiplayer Online Games , 2014, IEEE Internet Computing.
[116] Chao Yang,et al. Understanding the Market-Level and Network-Level Behaviors of the Android Malware Ecosystem , 2017, 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS).
[117] Mabry Tyson,et al. FRESCO: Modular Composable Security Services for Software-Defined Networks , 2013, NDSS.
[118] Alexandru Iosup,et al. The Grid Workloads Archive , 2008, Future Gener. Comput. Syst..
[119] Eric Gossett,et al. Big Data: A Revolution That Will Transform How We Live, Work, and Think , 2015 .
[120] Jason Maassen,et al. Real-World Distributed Computer with Ibis , 2010, Computer.
[121] Rouven Krebs,et al. Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics , 2016, ArXiv.
[122] Alexandru Iosup,et al. Extending the Capabilities of Mobile Devices for Online Social Applications through Cloud Offloading , 2013, 2013 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing.
[123] P. Mell,et al. The NIST Definition of Cloud Computing , 2011 .
[124] Niklaus Wirth,et al. A Brief History of Software Engineering , 2008, IEEE Annals of the History of Computing.
[125] Lance Fortnow,et al. ViewpointTime for computer science to grow up , 2009, Commun. ACM.
[126] Olaf Spinczyk,et al. FederatedCloudSim: a SLA-aware federated cloud simulation framework , 2014, CCB '14.
[127] Stefan Manegold,et al. Real-time wildfire monitoring using scientific database and linked data technologies , 2013, EDBT '13.
[128] Craig A. Knoblock,et al. Using a Knowledge Graph to Combat Human Trafficking , 2015, SEMWEB.
[129] Alexandru Iosup,et al. Dynamic Resource Provisioning in Massively Multiplayer Online Games , 2011, IEEE Transactions on Parallel and Distributed Systems.
[130] Michael Breakspear,et al. Graph analysis of the human connectome: Promise, progress, and pitfalls , 2013, NeuroImage.
[131] Alexandru Iosup,et al. Socializing by Gaming: Revealing Social Relationships in Multiplayer Online Games , 2015, TKDD.
[132] Edsger W. Dijkstra,et al. The humble programmer , 1972, CACM.
[133] Sasko Ristov,et al. Simulation of a workflow execution as a real Cloud by adding noise , 2017, Simul. Model. Pract. Theory.
[134] R. Peng. Reproducible Research in Computational Science , 2011, Science.
[135] Xike Xie,et al. Survey of real-time processing systems for big data , 2014, IDEAS.
[136] Haryadi S. Gunawi,et al. Why Does the Cloud Stop Computing?: Lessons from Hundreds of Service Outages , 2016, SoCC.
[137] Herbert A. Simon,et al. The Sciences of the Artificial , 1970 .
[138] Andrew Peter Wallace McCarthy. E DITOR ’ S C OMMENTS Diversity of Design Science Research , 2022 .
[139] Daniel S. Katz,et al. Journal of Open Source Software (JOSS): design and first-year review , 2017, PeerJ Comput. Sci..
[140] Kees Verstoep,et al. Property Specification Made Easy: Harnessing the Power of Model Checking in UML Designs , 2014, FORTE.
[141] H. Kitano. Systems Biology: A Brief Overview , 2002, Science.
[142] Mahadev Satyanarayanan,et al. The Emergence of Edge Computing , 2017, Computer.
[143] Alexandru Iosup,et al. How are Real Grids Used? The Analysis of Four Grid Traces and Its Implications , 2006, 2006 7th IEEE/ACM International Conference on Grid Computing.
[144] C. Carilli,et al. Science with the Square Kilometer Array , 2004, astro-ph/0409274.
[145] Tony Hey,et al. The Fourth Paradigm: Data-Intensive Scientific Discovery , 2009 .
[146] Alexandru Iosup,et al. Massivizing Multi-player Online Games on Clouds , 2013, 2013 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing.
[147] Tharam S. Dillon,et al. Cloud Computing: Issues and Challenges , 2010, 2010 24th IEEE International Conference on Advanced Information Networking and Applications.
[148] Guofei Gu,et al. BotMiner: Clustering Analysis of Network Traffic for Protocol- and Structure-Independent Botnet Detection , 2008, USENIX Security Symposium.
[149] Kees Verstoep,et al. Bonsai: Cutting Models Down to Size , 2014, Ershov Memorial Conference.
[150] Min Zhu,et al. B4: experience with a globally-deployed software defined wan , 2013, SIGCOMM.
[151] Andrew S. Tanenbaum,et al. A brief introduction to distributed systems , 2016, Computing.
[152] Ian Foster,et al. DRP: Dynamic Resource Provisioning , 2006 .
[153] Randy H. Katz,et al. Heterogeneity and dynamicity of clouds at scale: Google trace analysis , 2012, SoCC '12.
[154] Alexandru Iosup,et al. LDBC Graphalytics: A Benchmark for Large-Scale Graph Analysis on Parallel and Distributed Platforms , 2016, Proc. VLDB Endow..
[155] Samuel Madden,et al. Weld: Rethinking the Interface Between Data-Intensive Applications , 2017, ArXiv.
[156] Alexandru Iosup,et al. Self-awareness of Cloud Applications , 2017, Self-Aware Computing Systems.
[157] Bryan Lawson,et al. How Designers Think , 1980 .
[158] Alexandru Iosup,et al. A new business model for massively multiplayer online games , 2011, ICPE '11.
[159] Edda Klipp,et al. Systems Biology , 1994 .
[160] T. Ideker,et al. A new approach to decoding life: systems biology. , 2001, Annual review of genomics and human genetics.