Computing on the Edge

It’s easy to fall into the trap these days that anything really important in tech only happens in the cloud. After all, that’s where all the excitement, investment and discussion seems to be. To be sure, there are indeed innumerable efforts to not only build software for the cloud, but also to use the cloud to completely reinvent companies or even industries.

As important as these cloud-based developments may be, however, they shouldn’t supercede many of the equally exciting capabilities being brought to life on the edge of today’s networks. While these endpoints, or edge devices, used to be limited to smartphones, PCs and tablets, there’s now an explosion of new options for creating, manipulating, viewing, analyzing and storing data. From VR headsets to smart digital assistants to intelligent tractors, the range of edge devices is enormous and shows no signs of slowing down anytime soon.

In addition, we’re starting to see the appearance of entirely new types of distributed computing architectures that can break up large workloads across different elements. Admittedly, some of this can get pretty messy fast, but suffice to say that many types of modern applications, such as voice-based computing, big (and little!) data analytics, factory automation, and real-time document collaboration tools all require the efforts and coordination of several different layers of computing, including pieces that live out on the edge.

On the industrial side of this work, there’s a relatively new industry group called the OpenFog Consortium—originally organized by companies like Cisco, ARM, Dell and Microsoft—that’s working to try and standardize some of these elements and how they can be used in these types of modern applications. The group gets its somewhat confusing name from the concept of applying cloud-like computing principles close to the ground (i.e., near the edge or endpoint)—similar to how clouds near the ground are perceived as fog in the real world.

In many fog computing applications, sensor data from an endpoint device or attached straight into a simple server-like computer (sometimes called a “gateway”) is acted upon by that gateway to trigger certain actions or perform certain types of tasks. After that, the data is also forwarded on up the chain to more powerful servers that typically do live in the cloud for advanced data analysis.

Probably the best example of an advanced edge computing element is a connected autonomous (or even semi-autonomous) car. Thanks to a combination of enormous amounts of sensor data, critical local processing power, and an equally essential need to connect back to more advanced data analysis tools in the cloud, autonomous cars are seen as the poster child of advanced edge computing. Throw in the wide range of different types of computing elements required for assisted or autonomous driving, and it’s easy to see why so many companies are making major acquisitions in this space. Intel’s announced plans to purchase MobileEye yesterday, for example, is just the latest in a string of key developments in this market and it’s not likely to be the last. MobileEye’s components will bring computer vision and other critical elements of connected car-based computing to Intel’s rapidly growing grab bag of complimentary technologies.[pullquote]Major tech companies all see connected cars as essentially ‘the’ computing device of the next decade or so, just as smartphones have been for the last decade.”[/pullquote]

Companies like Intel, nVidia, Qualcomm and ARM on the semiconductor side, as well as system integrators like Harman (recently purchased by Samsung) all see connected cars as essentially “the” computing device of the next decade or so, just as smartphones have been for the last decade. That’s another reason why there’s so much excitement—and so many battles looming—in and around car tech. Add in the carriers, network providers, car OEMs, other Tier one suppliers, and a raft of startups and the stage is set for an intricate and complex competitive dance for years to come.

While it’s tempting to long for the simpler days of computing devices, where everything occurred or locally, or even a pure cloud-based world, where everything happens in remote data centers, the simple truth is today’s advanced applications require much more sophisticated hybrid designs. Building out a cloud-based infrastructure and cloud-based software tools was a critical step along this computing evolution chain, but it’s clear that the most interesting and exciting developments moving forward are going to be pushing advanced computing out onto the edge.

Published by

Bob O'Donnell

Bob O’Donnell is the president and chief analyst of TECHnalysis Research, LLC a technology consulting and market research firm that provides strategic consulting and market research services to the technology industry and professional financial community. You can follow him on Twitter @bobodtech.

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  97. オンラインカジノ
    オンラインカジノとオンラインギャンブルの現代的展開
    オンラインカジノの世界は、技術の進歩と共に急速に進化しています。これらのプラットフォームは、従来の実際のカジノの体験をデジタル空間に移し、プレイヤーに新しい形式の娯楽を提供しています。オンラインカジノは、スロットマシン、ポーカー、ブラックジャック、ルーレットなど、さまざまなゲームを提供しており、実際のカジノの興奮を維持しながら、アクセスの容易さと利便性を提供します。

    一方で、オンラインギャンブルは、より広範な概念であり、スポーツベッティング、宝くじ、バーチャルスポーツ、そしてオンラインカジノゲームまでを含んでいます。インターネットとモバイルテクノロジーの普及により、オンラインギャンブルは世界中で大きな人気を博しています。オンラインプラットフォームは、伝統的な賭博施設に比べて、より多様なゲーム選択、便利なアクセス、そしてしばしば魅力的なボーナスやプロモーションを提供しています。

    安全性と規制
    オンラインカジノとオンラインギャンブルの世界では、安全性と規制が非常に重要です。多くの国々では、オンラインギャンブルを規制する法律があり、安全なプレイ環境を確保するためのライセンスシステムを設けています。これにより、不正行為や詐欺からプレイヤーを守るとともに、責任ある賭博の促進が図られています。

    技術の進歩
    最新のテクノロジーは、オンラインカジノとオンラインギャンブルの体験を一層豊かにしています。例えば、仮想現実(VR)技術の使用は、プレイヤーに没入型のギャンブル体験を提供し、実際のカジノにいるかのような感覚を生み出しています。また、ブロックチェーン技術の導入は、より透明で安全な取引を可能にし、プレイヤーの信頼を高めています。

    未来への展望
    オンラインカジノとオンラインギャンブルは、今後も技術の進歩とともに進化し続けるでしょう。人工知能(AI)の更なる統合、モバイル技術の発展、さらには新しいゲームの創造により、この分野は引き続き成長し、世界中のプレイヤーに新しい娯楽の形を提供し続けることでしょう。

    この記事では、オンラインカジノとオンラインギャンブルの現状、安全性、技術の影響、そして将来の展望に焦点を当てています。この分野は、技術革新によって絶えず変化し続ける魅力的な領域です。

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  115. 民意調查是什麼?民調什麼意思?
    民意調查又稱為輿論調查或民意測驗,簡稱民調。一般而言,民調是一種為了解公眾對某些政治、社會問題與政策的意見和態度,由專業民調公司或媒體進行的調查方法。

    目的在於通過網路、電話、或書面等媒介,對大量樣本的問卷調查抽樣,利用統計學的抽樣理論來推斷較為客觀,且能較為精確地推論社會輿論或民意動向的一種方法。
    以下是民意調查的一些基本特點和重要性:

    抽樣:由於不可能向每一個人詢問意見,所以調查者會選擇一個代表性的樣本進行調查。這樣本的大小和抽樣方法都會影響調查的準確性和可靠性。
    問卷設計:為了確保獲得可靠的結果,問卷必須經過精心設計,問題要清晰、不帶偏見,且易於理解。
    數據分析:收集到的數據將被分析以得出結論。這可能包括計算百分比、平均值、標準差等,以及更複雜的統計分析。
    多種用途:民意調查可以用於各種目的,包括政策制定、選舉預測、市場研究、社會科學研究等。
    限制:雖然民意調查是一個有價值的工具,但它也有其限制。例如,樣本可能不完全代表目標人群,或者問卷的設計可能導致偏見。
    影響決策:民意調查的結果常常被政府、企業和其他組織用來影響其決策。
    透明度和誠實:為了維護調查的可信度,調查組織應該提供其調查方法、樣本大小、抽樣方法和可能的誤差範圍等詳細資訊。
    民調是怎麼調查的?
    民意調查(輿論調查)的意義是指為瞭解大多數民眾的看法、意見、利益與需求,以科學、系統與公正的資料,蒐集可以代表全部群眾(母體)的部分群眾(抽樣),設計問卷題目後,以人工或電腦詢問部分民眾對特定議題的看法與評價,利用抽樣出來部分民眾的意見與看法,來推論目前全部民眾的意見與看法,藉以衡量社會與政治的狀態。

    以下是進行民調調查的基本步驟:

    定義目標和目的:首先,調查者需要明確調查的目的。是要了解公眾對某個政策的看法?還是要評估某個政治候選人的支持率?
    設計問卷:根據調查目的,研究者會設計一份問卷。問卷應該包含清晰、不帶偏見的問題,並避免導向性的語言。
    選擇樣本:因為通常不可能調查所有人,所以會選擇一部分人作為代表。這部分人被稱為“樣本”。最理想的情況是使用隨機抽樣,以確保每個人都有被選中的機會。
    收集數據:有多種方法可以收集數據,如面對面訪問、電話訪問、郵件調查或在線調查。
    數據分析:一旦數據被收集,研究者會使用統計工具和技術進行分析,得出結論或洞見。
    報告結果:分析完數據後,研究者會編寫報告或發布結果。報告通常會提供調查方法、樣本大小、誤差範圍和主要發現。
    解釋誤差範圍:多數民調報告都會提供誤差範圍,例如“±3%”。這表示實際的結果有可能在報告結果的3%範圍內上下浮動。
    民調調查的質量和可信度很大程度上取決於其設計和實施的方法。若是由專業和無偏見的組織進行,且使用科學的方法,那麼民調結果往往較為可靠。但即使是最高質量的民調也會有一定的誤差,因此解讀時應保持批判性思考。

    為什麼要做民調?
    民調提供了一種系統性的方式來了解大眾的意見、態度和信念。進行民調的原因多種多樣,以下是一些主要的動機:

    政策制定和評估:政府和政策制定者進行民調,以了解公眾對某一議題或政策的看法。這有助於制定或調整政策,以反映大眾的需求和意見。
    選舉和政治活動:政黨和候選人通常使用民調來評估自己在選舉中的地位,了解哪些議題對選民最重要,以及如何調整策略以吸引更多支持。
    市場研究:企業和組織進行民調以了解消費者對產品、服務或品牌的態度,從而制定或調整市場策略。
    社會科學研究:學者和研究者使用民調來了解人們的社會、文化和心理特征,以及其與行為的關係。
    公眾與媒體的期望:民調提供了一種方式,使公眾、政府和企業得以了解社會的整體趨勢和態度。媒體也經常報導民調結果,提供公眾對當前議題的見解。
    提供反饋和評估:無論是企業還是政府,都可以透過民調了解其表現、服務或政策的效果,並根據反饋進行改進。
    預測和趨勢分析:民調可以幫助預測某些趨勢或行為的未來發展,如選舉結果、市場需求等。
    教育和提高公眾意識:通過進行和公布民調,可以促使公眾對某一議題或問題有更深入的了解和討論。

    民調可信嗎?
    民意調查的結果數據隨處可見,尤其是政治性民調結果幾乎可說是天天在新聞上放送,對總統的滿意度下降了多少百分比,然而大家又信多少?

    在景美市場的訪問中,我們了解到民眾對民調有一些普遍的觀點。大多數受訪者表示,他們對民調的可信度存有疑慮,主要原因是他們擔心政府可能會在調查中進行操控,以符合特定政治目標。

    受訪者還提到,民意調查的結果通常不會對他們的投票意願產生影響。換句話說,他們的選擇通常受到更多因素的影響,例如候選人的政策立場和政府做事的認真與否,而不是單純依賴民調結果。

    從訪問中我們可以得出的結論是,大多數民眾對民調持謹慎態度,並認為它們對他們的投票決策影響有限。

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  117. 總統民調
    民意調查是什麼?民調什麼意思?
    民意調查又稱為輿論調查或民意測驗,簡稱民調。一般而言,民調是一種為了解公眾對某些政治、社會問題與政策的意見和態度,由專業民調公司或媒體進行的調查方法。

    目的在於通過網路、電話、或書面等媒介,對大量樣本的問卷調查抽樣,利用統計學的抽樣理論來推斷較為客觀,且能較為精確地推論社會輿論或民意動向的一種方法。
    以下是民意調查的一些基本特點和重要性:

    抽樣:由於不可能向每一個人詢問意見,所以調查者會選擇一個代表性的樣本進行調查。這樣本的大小和抽樣方法都會影響調查的準確性和可靠性。
    問卷設計:為了確保獲得可靠的結果,問卷必須經過精心設計,問題要清晰、不帶偏見,且易於理解。
    數據分析:收集到的數據將被分析以得出結論。這可能包括計算百分比、平均值、標準差等,以及更複雜的統計分析。
    多種用途:民意調查可以用於各種目的,包括政策制定、選舉預測、市場研究、社會科學研究等。
    限制:雖然民意調查是一個有價值的工具,但它也有其限制。例如,樣本可能不完全代表目標人群,或者問卷的設計可能導致偏見。
    影響決策:民意調查的結果常常被政府、企業和其他組織用來影響其決策。
    透明度和誠實:為了維護調查的可信度,調查組織應該提供其調查方法、樣本大小、抽樣方法和可能的誤差範圍等詳細資訊。
    民調是怎麼調查的?
    民意調查(輿論調查)的意義是指為瞭解大多數民眾的看法、意見、利益與需求,以科學、系統與公正的資料,蒐集可以代表全部群眾(母體)的部分群眾(抽樣),設計問卷題目後,以人工或電腦詢問部分民眾對特定議題的看法與評價,利用抽樣出來部分民眾的意見與看法,來推論目前全部民眾的意見與看法,藉以衡量社會與政治的狀態。

    以下是進行民調調查的基本步驟:

    定義目標和目的:首先,調查者需要明確調查的目的。是要了解公眾對某個政策的看法?還是要評估某個政治候選人的支持率?
    設計問卷:根據調查目的,研究者會設計一份問卷。問卷應該包含清晰、不帶偏見的問題,並避免導向性的語言。
    選擇樣本:因為通常不可能調查所有人,所以會選擇一部分人作為代表。這部分人被稱為“樣本”。最理想的情況是使用隨機抽樣,以確保每個人都有被選中的機會。
    收集數據:有多種方法可以收集數據,如面對面訪問、電話訪問、郵件調查或在線調查。
    數據分析:一旦數據被收集,研究者會使用統計工具和技術進行分析,得出結論或洞見。
    報告結果:分析完數據後,研究者會編寫報告或發布結果。報告通常會提供調查方法、樣本大小、誤差範圍和主要發現。
    解釋誤差範圍:多數民調報告都會提供誤差範圍,例如“±3%”。這表示實際的結果有可能在報告結果的3%範圍內上下浮動。
    民調調查的質量和可信度很大程度上取決於其設計和實施的方法。若是由專業和無偏見的組織進行,且使用科學的方法,那麼民調結果往往較為可靠。但即使是最高質量的民調也會有一定的誤差,因此解讀時應保持批判性思考。

    為什麼要做民調?
    民調提供了一種系統性的方式來了解大眾的意見、態度和信念。進行民調的原因多種多樣,以下是一些主要的動機:

    政策制定和評估:政府和政策制定者進行民調,以了解公眾對某一議題或政策的看法。這有助於制定或調整政策,以反映大眾的需求和意見。
    選舉和政治活動:政黨和候選人通常使用民調來評估自己在選舉中的地位,了解哪些議題對選民最重要,以及如何調整策略以吸引更多支持。
    市場研究:企業和組織進行民調以了解消費者對產品、服務或品牌的態度,從而制定或調整市場策略。
    社會科學研究:學者和研究者使用民調來了解人們的社會、文化和心理特征,以及其與行為的關係。
    公眾與媒體的期望:民調提供了一種方式,使公眾、政府和企業得以了解社會的整體趨勢和態度。媒體也經常報導民調結果,提供公眾對當前議題的見解。
    提供反饋和評估:無論是企業還是政府,都可以透過民調了解其表現、服務或政策的效果,並根據反饋進行改進。
    預測和趨勢分析:民調可以幫助預測某些趨勢或行為的未來發展,如選舉結果、市場需求等。
    教育和提高公眾意識:通過進行和公布民調,可以促使公眾對某一議題或問題有更深入的了解和討論。

    民調可信嗎?
    民意調查的結果數據隨處可見,尤其是政治性民調結果幾乎可說是天天在新聞上放送,對總統的滿意度下降了多少百分比,然而大家又信多少?

    在景美市場的訪問中,我們了解到民眾對民調有一些普遍的觀點。大多數受訪者表示,他們對民調的可信度存有疑慮,主要原因是他們擔心政府可能會在調查中進行操控,以符合特定政治目標。

    受訪者還提到,民意調查的結果通常不會對他們的投票意願產生影響。換句話說,他們的選擇通常受到更多因素的影響,例如候選人的政策立場和政府做事的認真與否,而不是單純依賴民調結果。

    從訪問中我們可以得出的結論是,大多數民眾對民調持謹慎態度,並認為它們對他們的投票決策影響有限。

  118. An interesting discussion is worth comment. I think that you should write more on this topic, it might not be a taboo subject but generally people are not enough to speak on such topics. To the next. Cheers

  119. 民意調查是什麼?民調什麼意思?
    民意調查又稱為輿論調查或民意測驗,簡稱民調。一般而言,民調是一種為了解公眾對某些政治、社會問題與政策的意見和態度,由專業民調公司或媒體進行的調查方法。

    目的在於通過網路、電話、或書面等媒介,對大量樣本的問卷調查抽樣,利用統計學的抽樣理論來推斷較為客觀,且能較為精確地推論社會輿論或民意動向的一種方法。
    以下是民意調查的一些基本特點和重要性:

    抽樣:由於不可能向每一個人詢問意見,所以調查者會選擇一個代表性的樣本進行調查。這樣本的大小和抽樣方法都會影響調查的準確性和可靠性。
    問卷設計:為了確保獲得可靠的結果,問卷必須經過精心設計,問題要清晰、不帶偏見,且易於理解。
    數據分析:收集到的數據將被分析以得出結論。這可能包括計算百分比、平均值、標準差等,以及更複雜的統計分析。
    多種用途:民意調查可以用於各種目的,包括政策制定、選舉預測、市場研究、社會科學研究等。
    限制:雖然民意調查是一個有價值的工具,但它也有其限制。例如,樣本可能不完全代表目標人群,或者問卷的設計可能導致偏見。
    影響決策:民意調查的結果常常被政府、企業和其他組織用來影響其決策。
    透明度和誠實:為了維護調查的可信度,調查組織應該提供其調查方法、樣本大小、抽樣方法和可能的誤差範圍等詳細資訊。
    民調是怎麼調查的?
    民意調查(輿論調查)的意義是指為瞭解大多數民眾的看法、意見、利益與需求,以科學、系統與公正的資料,蒐集可以代表全部群眾(母體)的部分群眾(抽樣),設計問卷題目後,以人工或電腦詢問部分民眾對特定議題的看法與評價,利用抽樣出來部分民眾的意見與看法,來推論目前全部民眾的意見與看法,藉以衡量社會與政治的狀態。

    以下是進行民調調查的基本步驟:

    定義目標和目的:首先,調查者需要明確調查的目的。是要了解公眾對某個政策的看法?還是要評估某個政治候選人的支持率?
    設計問卷:根據調查目的,研究者會設計一份問卷。問卷應該包含清晰、不帶偏見的問題,並避免導向性的語言。
    選擇樣本:因為通常不可能調查所有人,所以會選擇一部分人作為代表。這部分人被稱為“樣本”。最理想的情況是使用隨機抽樣,以確保每個人都有被選中的機會。
    收集數據:有多種方法可以收集數據,如面對面訪問、電話訪問、郵件調查或在線調查。
    數據分析:一旦數據被收集,研究者會使用統計工具和技術進行分析,得出結論或洞見。
    報告結果:分析完數據後,研究者會編寫報告或發布結果。報告通常會提供調查方法、樣本大小、誤差範圍和主要發現。
    解釋誤差範圍:多數民調報告都會提供誤差範圍,例如“±3%”。這表示實際的結果有可能在報告結果的3%範圍內上下浮動。
    民調調查的質量和可信度很大程度上取決於其設計和實施的方法。若是由專業和無偏見的組織進行,且使用科學的方法,那麼民調結果往往較為可靠。但即使是最高質量的民調也會有一定的誤差,因此解讀時應保持批判性思考。

    為什麼要做民調?
    民調提供了一種系統性的方式來了解大眾的意見、態度和信念。進行民調的原因多種多樣,以下是一些主要的動機:

    政策制定和評估:政府和政策制定者進行民調,以了解公眾對某一議題或政策的看法。這有助於制定或調整政策,以反映大眾的需求和意見。
    選舉和政治活動:政黨和候選人通常使用民調來評估自己在選舉中的地位,了解哪些議題對選民最重要,以及如何調整策略以吸引更多支持。
    市場研究:企業和組織進行民調以了解消費者對產品、服務或品牌的態度,從而制定或調整市場策略。
    社會科學研究:學者和研究者使用民調來了解人們的社會、文化和心理特征,以及其與行為的關係。
    公眾與媒體的期望:民調提供了一種方式,使公眾、政府和企業得以了解社會的整體趨勢和態度。媒體也經常報導民調結果,提供公眾對當前議題的見解。
    提供反饋和評估:無論是企業還是政府,都可以透過民調了解其表現、服務或政策的效果,並根據反饋進行改進。
    預測和趨勢分析:民調可以幫助預測某些趨勢或行為的未來發展,如選舉結果、市場需求等。
    教育和提高公眾意識:通過進行和公布民調,可以促使公眾對某一議題或問題有更深入的了解和討論。

    民調可信嗎?
    民意調查的結果數據隨處可見,尤其是政治性民調結果幾乎可說是天天在新聞上放送,對總統的滿意度下降了多少百分比,然而大家又信多少?

    在景美市場的訪問中,我們了解到民眾對民調有一些普遍的觀點。大多數受訪者表示,他們對民調的可信度存有疑慮,主要原因是他們擔心政府可能會在調查中進行操控,以符合特定政治目標。

    受訪者還提到,民意調查的結果通常不會對他們的投票意願產生影響。換句話說,他們的選擇通常受到更多因素的影響,例如候選人的政策立場和政府做事的認真與否,而不是單純依賴民調結果。

    從訪問中我們可以得出的結論是,大多數民眾對民調持謹慎態度,並認為它們對他們的投票決策影響有限。

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  146. 娛樂城
    2024娛樂城的創新趨勢

    隨著2024年的到來,娛樂城業界正經歷著一場革命性的變遷。這一年,娛樂城不僅僅是賭博和娛樂的代名詞,更成為了科技創新和用戶體驗的集大成者。

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  147. 娛樂城
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    首先,2024年的娛樂城極大地融合了最新的技術。增強現實(AR)和虛擬現實(VR)技術的引入,為玩家提供了沉浸式的賭博體驗。這種全新的遊戲方式不僅帶來視覺上的震撼,還為玩家創造了一種置身於真實賭場的感覺,而實際上他們可能只是坐在家中的沙發上。

    其次,人工智能(AI)在娛樂城中的應用也達到了新高度。AI技術不僅用於增強遊戲的公平性和透明度,還在個性化玩家體驗方面發揮著重要作用。從個性化遊戲推薦到智能客服,AI的應用使得娛樂城更能滿足玩家的個別需求。

    此外,線上娛樂城的安全性和隱私保護也獲得了顯著加強。隨著技術的進步,更加先進的加密技術和安全措施被用來保護玩家的資料和交易,從而確保一個安全可靠的遊戲環境。

    2024年的娛樂城還強調負責任的賭博。許多平台採用了各種工具和資源來幫助玩家控制他們的賭博行為,如設置賭注限制、自我排除措施等,體現了對可持續賭博的承諾。

    總之,2024年的娛樂城呈現出一個高度融合了技術、安全和負責任賭博的行業新面貌,為玩家提供了前所未有的娛樂體驗。隨著這些趨勢的持續發展,我們可以預見,娛樂城將不斷地創新和進步,為玩家帶來更多精彩和安全的娛樂選擇。

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