Moroccanoil®, the global leader in oil-infused beauty, is thrilled to announce the NEW Moroccanoil Color Depositing Masks, a collection of dual-benefit hair masks that deposit pure pigments while providing the treatment benefits of a deep conditioning mask. The collection consists of seven curated shades for commitment-free, beautifully-colored hair that looks and feels healthy.| By Tony Shan | Article Rating: |
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| September 9, 2012 09:09 AM EDT | Reads: |
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Hadoop is steadily pulling away from the crowded pack to become the preferred selection in Big Data implementations. Despite the dominance, not everything fits Hadoop in reality. How can we objectively assess the suitability of Hadoop to a business problem? We need a way to evaluate the match comprehensively.Hadoopability is a measure to gauge the aptness of Hadoop in a business context. It helps analyze if Hadoop is a viable option and compare the pros and cons as a candidate. It is a qualitative and quantitative metrics to justify if it makes sense to Hadoopify an application with tradeoffs. In practice, Hadoopability is represented as a suitability score that address various data aspects to determine the applicability. The following are 25 key items in the metrical structure:
- Amount: the magnitude of total data volume - scale of GB, TB, PB, EB
- Type: structured, semi-structured, unstructured
- Mode: batch, near real-time, real-time
- Ingestion: streaming, non-event-driven
- Locality: local, distributed, centralized
- Representation: ER, normalized, denormalized
- Access: SQL, NoSQL
- Programming: low-level, mid-level, high-level
- Processing: transactional, analytical
- Compression: ratio, performance overheads
- Serialization: read/write balance
- Style: document-oriented, graph-centric
- Latency: low, medium, high
- Bound: memory, I/O, CPU, network
- Transformability: conversion of formats
- Hierarchy: part-whole, depth
- Association: inter-element relationship, semantics
- Security: regulatory, access control, compliance, privacy
- Theorem: consistency, availability, partition
- Principle: ACID, BASE
- Hosting: physical, virtual, private/public/hybrid cloud
- Quality: performance, SLA, reliability, retention, DR
- Adoption: chasm, early taker, entrenching, mainstream, laggard, obsoleting
- Support: commercial, vendor, community, forum, broker, standards, practices
- Skillset: competency, training, retooling, constraints, resources, tools
The Hadoopability Assessment Scorecard (HAS) has been designed to rate the fitness and readiness in the comprehensive evaluation and analysis. Please reach out to the author for detailed features of this automated tool.
For more information, please contact Tony Shan ([email protected]).
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Published September 9, 2012 Reads 290
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More Stories By Tony Shan
Tony Shan works as a senior consultant, advisor at a global applications and infrastructure solutions firm helping clients realize the greatest value from their IT. Shan is a renowned thought leader and technology visionary with a number of years of field experience and guru-level expertise on cloud computing, Big Data, Hadoop, NoSQL, social, mobile, SOA, BI, technology strategy, IT roadmapping, systems design, architecture engineering, portfolio rationalization, product development, asset management, strategic planning, process standardization, and Web 2.0. He has directed the lifecycle R&D and buildout of large-scale award-winning distributed systems on diverse platforms in Fortune 100 companies and public sector like IBM, Bank of America, Wells Fargo, Cisco, Honeywell, Abbott, etc.
Shan is an inventive expert with a proven track record of influential innovations such as Cloud Engineering. He has authored dozens of top-notch technical papers on next-generation technologies and over ten books that won multiple awards. He is a frequent keynote speaker and Chair/Panel/Advisor/Judge/Organizing Committee in prominent conferences/workshops, an editor/editorial advisory board member of IT research journals/books, and a founder of several user groups, forums, and centers of excellence (CoE).
Moroccanoil®, the global leader in oil-infused beauty, is thrilled to announce the NEW Moroccanoil Color Depositing Masks, a collection of dual-benefit hair masks that deposit pure pigments while providing the treatment benefits of a deep conditioning mask. The collection consists of seven curated shades for commitment-free, beautifully-colored hair that looks and feels healthy.Sep. 6, 2019 09:00 AM EDT |
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The textured-hair category is inarguably the hottest in the haircare space today. This has been driven by the proliferation of founder brands started by curly and coily consumers and savvy consumers who increasingly want products specifically for their texture type. This trend is underscored by the latest insights from NaturallyCurly's 2018 TextureTrends report, released today.
According to the 2018 TextureTrends Report, more than 80 percent of women with curly and coily hair say they purcha...
The textured-hair category is inarguably the hottest in the haircare space today. This has been driven by the proliferation of founder brands started by curly and coily consumers and savvy consumers who increasingly want products specifically for their texture type. This trend is underscored by the latest insights from NaturallyCurly's 2018 TextureTrends report, released today.
According to the 2018 TextureTrends Report, more than 80 percent of women with curly and coily hair say they purcha...
We all love the many benefits of natural plant oils, used as a deap treatment before shampooing, at home or at the beach, but is there an all-in-one solution for everyday intensive nutrition and modern styling?I am passionate about the benefits of natural extracts with tried-and-tested results, which I have used to develop my own brand (lemon for its acid ph, wheat germ for its fortifying action…). I wanted a product which combined caring and styling effects, and which could be used after shampo...
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