PPT-Omega: flexible, scalable schedulers for large compute clusters

Malte Schwarzkopf Andy Konwinski Michael Abd El Malek John Wilkes Presented by Muhammed Uluyol EECS 582 W16 1 Some graphics from John Wilkes CMU presentation. Reliable Flexible Imperva SecureSphere57518 appliances provide superior performance and resiliency for demanding datacenter environments With fail open interfaces SecureSphere platforms o64256er fast and coste64256ective fail over Outofband managem dk Aasa Feragen DIKU and MPIs T ubingen Denmark and Germany aasadikudk Michael J Black MPI for Intelligent Systems ubingen Germany blacktuempgde Abstract As the collection of large datasets becomes increasingly automated the occurrence of outliers wi This is an ideal solution for data center consolidation Appro Hyper Blade server supports the Intel57518 Xeon57518 processors 3000 series targeted for HPC only These servers offer two boards per chassis nearly cutting the chassis and rack infrastruc Andrew . Westgarth. DEV-B341. Setting expectations and context. Architecting for scale – a web app journey to scalability. Scaling ‘real-world’ . applications. Agenda. Why Architect for the cloud?. for . Cluster Schedulers. Robert Grandl. Aditya Akella. Srikanth Kandula. Ganesh Ananthanarayanan. Sriram Rao. Diverse Resource Requirements. Tasks need varying amounts of each resource. E.g., Memory [100MB to 17GB]. J. Cobble, N. Sinenian and D. Mastrosimone. Plasma nuclear science - high-resolution ion (spectral) measurements . TT -. . a . (. 0- . 4.0 MeV). T . 3. He . -. . a . (0- 12.1 MeV). p . 11. clusters. Malte. . Schwarzkopf (University of Cambridge Computer Lab). Andy . Konwinski. . (UC Berkeley. ). Michael . Abd. -El-. Malek. (Google). John Wilkes (Google. ). EECS 582 – W16. 1. Presented by: Yikai Lin, Chao Kong. Severe Thunderstorm Warnings:. Can we do better…and do we want to?. Eric . Lenning. . and Ben . Deubelbeiss. . NWS Chicago. 2014 GLOMW. Motivation. Goal:. An increased . understanding of . the types of severe . Reetuparna Das. Assistant Professor, EECS Department. Massive amounts of data generated each day. 3. Near Data Computing. Move compute near storage. Processing in Memory (PIM). IRAM, DIVA, Active Pages, . Ariel . Kleiner. , . Ameet. Talwalkar, . Purnamrita. Sarkar, Michael I. Jordan. Why bootstrap?. Made . it possible to use computers not only to compute estimates but also to assess the quality . of . Dr. J. ø. rn Dyerberg MD, Professor, DMSc. “Father and Discoverer of Omega 3’s”. Chief Physician. World renown and foremost . e. xpert on Omega 3 Fatty Acids. 350 Publications. AHA “Recognition of Outstanding Contribution for the Advancement of Heart Health Worldwide” . With the rise of Computing at scale, a series of challenges along with numerous complexities have been introduced into the organisations providing cloud computing. Due to the volatility around Computi Spencer D. Johnson, O.D., . F.a.A.O. .. Oklahoma College of Optometry. Omega-3 Dry Eye Studies. Lipids. Fatty Acids. Triglycerides. Phospholipids. Steroids. Cholesterol. Bile salts. Vitamin D. Adrenocortical hormones. Research has demonstrated that a daily omega-3 supplementation for children with autism spectrum disorders supports healthy brain functioning and significantly reduces various autism symptoms. Visit: https://natautism.com/en/