Buy Analyzing Analytics Book by Bob Blainey - Bookswagon
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Home > Science, Technology & Agriculture > Electronics and communications engineering > Electronics engineering > Electronics: circuits and components > Analyzing Analytics: (Synthesis Lectures on Computer Architecture)
36%
Analyzing Analytics: (Synthesis Lectures on Computer Architecture)

Analyzing Analytics: (Synthesis Lectures on Computer Architecture)


     0     
5
4
3
2
1



Available


X
About the Book

This book aims to achieve the following goals: (1) to provide a high-level survey of key analytics models and algorithms without going into mathematical details; (2) to analyze the usage patterns of these models; and (3) to discuss opportunities for accelerating analytics workloads using software, hardware, and system approaches. The book first describes 14 key analytics models (exemplars) that span data mining, machine learning, and data management domains. For each analytics exemplar, we summarize its computational and runtime patterns and apply the information to evaluate parallelization and acceleration alternatives for that exemplar. Using case studies from important application domains such as deep learning, text analytics, and business intelligence (BI), we demonstrate how various software and hardware acceleration strategies are implemented in practice. This book is intended for both experienced professionals and students who are interested in understanding core algorithms behind analytics workloads. It is designed to serve as a guide for addressing various open problems in accelerating analytics workloads, e.g., new architectural features for supporting analytics workloads, impact on programming models and runtime systems, and designing analytics systems.

Table of Contents:
Introduction.- Overview of Analytics Exemplars.- Accelerating Analytics.- Accelerating Analytics in Practice: Case Studies.- Architectural Desiderata for Analytics.- Bibliography.- Authors' Biographies .

About the Author :
Rajesh Bordawekar is a Research Staff Member at the IBM T. J. Watson Research Center. His current interest is exploring software-hardware co-design of analytics workloads. He works at the intersection of high-performance computing, analytics, and data management domains. He has published over 40 technical publications and issued 14 patents. He has also presented tutorials at top conferences including ISCA, ASPLOS, and PPoPP. Recently, he has been investigating how GPUs could be used for accelerating key analytics kernels in text analytics, data management, graph analytics, and deep learning. As part of this work, he collaborates closely with the IBM Power Systems, and various analytics and database product teams.Bob Blainey is an IBM Fellow and the chief architect of the IBM CloudLab. Bob has been with IBM for over 25 years, with a consistent focus on deep optimization of software for IBM systems, and now IBM's cloud. He spent many years working on programming languages, compilers, tools, and algorithms for parallelism and for high performance on systems, at the microprocessor, node, and cluster level. Bob is now leading a team focused on the invention of the next generation of IBM's cloud infrastructure, driving leadership efficiency, scale, and performance.Ruchir Puri is an IBM Fellow at IBM Thomas J Watson Research Center where he leads research efforts in system design and acceleration. Most recently, he led the design methodology innovations for IBM's Power and zEnterprise microprocessors. Dr. Puri has received numerous accolades including the highest technical position at IBM, the IBM Fellow, which was awarded for his transformational role in microprocessor design methodology. In addition, he has received ""Best of IBM"" awards in both 2011 and 2012 and IBM Corporate Award from IBM's CEO, and several IBM Outstanding Technical Achievement awards. Dr. Puri is a Fellow of the IEEE, an ACM Distinguished Speaker and IEEE Distinguished Lecturer. He is also a member of IBM Academy of Technology and IBM Fellow leadership team and was appointed an IBM Master Inventor in 2010. Dr. Puri is a recipient of Semiconductor Research Corporation (SRC) outstanding mentor award and has been an adjunct professor in the Department of Electrical Engineering at Columbia University, and was also honored with the John Von-Neumann Chair at Institute of Discrete Mathematics at Bonn University, Germany. Dr. Puri is also a recipient of the 2014 Asian American Engineer of the Year Award.


Best Sellers


Product Details
  • ISBN-13: 9783031006210
  • Publisher: Springer International Publishing AG
  • Publisher Imprint: Springer International Publishing AG
  • Height: 235 mm
  • No of Pages: 118
  • Returnable: N
  • Width: 191 mm
  • ISBN-10: 3031006216
  • Publisher Date: 02 Nov 2015
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Series Title: Synthesis Lectures on Computer Architecture


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Analyzing Analytics: (Synthesis Lectures on Computer Architecture)
Springer International Publishing AG -
Analyzing Analytics: (Synthesis Lectures on Computer Architecture)
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Analyzing Analytics: (Synthesis Lectures on Computer Architecture)

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept


    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!