PPT-GreenHadoop : Leveraging Green Energy in Data-Processing Frameworks

Íñigo Goiri Kien Le Thu D Nguyen Jordi Guitart Jordi Torres and Ricardo Bianchini Motivation Datacenters consume large amounts of energy Energy cost is not the only problem. David . Wollman. – NIST. Smart Grid and Cyber-Physical Systems Program. Chris Irwin – DOE. Office of Electricity Delivery and Energy Reliability. Smart Grid Data. Generate. Move and Store. Use. (and Stream Processing). Aditya Akella. Resilient Distributed . Datasets (NSDI 2012). A Fault-Tolerant Abstraction for. In-Memory Cluster Computing. Piccolo (OSDI 2010). Building Fast, Distributed Programs with Partitioned Tables. Expert Group Meeting on Enabling Measures for Inclusive Green Economy in Africa. 23 and 24 September 2014, . UNCC, Addis Ababa, Ethiopia. Outline. Introduction. Role of economic instruments in fostering an inclusive green economy. Health professions educators are increasingly defining the outcomes expected of the educational process in the US and abroad. The Scottish Doctor Learning Outcomes, the ACGME Core Competencies and the Institute of Medicine Core Competencies are just a few examples of competency frameworks that are driving education. A technical standard for competency frameworks would facilitate the tracking of competencies within curricula and learner records. . . The Green Button Initiative. Greg . Manship. , CEO Intermountain MLS, . gmanship@intermountainmls.com. John Teeter, Computer Scientist, . NIST, . john.teeter@. nist.gov. . . Presidential Innovation . Shannon Quinn. Distinction. General Compute Engines. Hadoop. . MapReduce. Spark. User-facing APIs. Cascading / Scalding. Alternative Frameworks. Apache Mahout. Apache . Giraph. GraphLab. Apache Storm. 1. If I buy a hybrid car, better fuel economy will pay for the higher price. . Myth vs. Reality. 2. http://www.hybridcars.com/decision/reasons-not-to-buy-a-hybrid.html. Agenda. 3. CARBON FOOTPRINT. Ricardo . Bianchini. on tour. 2012. New Outline (. remove. ). Datacenters consume a lot of power. Huge datacenters, however, a lot of small and medium datacenters. Mainly brown sources: CO2, cost. Bringing green energy to datacenters. Íñigo Goiri, William Katsak, . Md. E . Haque. , . Kien. Le,. Ryan Beauchea, Jordi Guitart, Jordi Torres,. Thu D. Nguyen, Ricardo Bianchini. Department of Computer Science . Motivation. Datacenters consume large amounts of energy. Vol 10 No 42016 pp 289-300http//dxdoiorg/1014257/ijsh201610426ISSN 1975-4094 IJSH Copyright 2016 SERSCGreen IoT Agriculture and HealthcareApplication GAHAChandra SukanyaNandyala1and Haeng-Kon Kim11Sch JAEA. JAEA. Research Group for Reactor Physics and Standard Nuclear Code System. Kenichi Tada. 1. Contents. Answer of Questionnaire. Request for New Nuclear Data Processing . Code. Other. 2. Q1 . What . Green-Schools Seminar Energy. September 2018. . An . Taisce. EEU. Green-Schools Ireland. International Environmental Programme. Award Scheme. Holistic. Ethos. Whole-School Action. Long Term . Programme. 2. EXECUTIVE SUMMARY. GREEN BUILDING PROGRESS. @DOEE_DC. Greenhouse Gas Emission Reductions. @DOEE_DC. 27% Decrease. Greenhouse Emissions by Sector. 2006. 2018. 10.4 MTCO2e. 7.7 MTCO2e. @DOEE_DC. Data received from DOEE’S Urban Sustainability Administration. Christopher Irwin. US Department of Energy – Office of Electricity. Oct 16, 2015. Quick Background. Project Officer - $1.5B in Smart Grid Investment Grant grid modernization projects. Texas: CenterPoint Energy, .